Simulation Results

ecoli_core_dfba

This simulation runs a dFBA (dynamic Flux Balance Analysis) model of E. coli core metabolism, tracking external concentrations and biomass.

Runtime: 0.50 seconds

ecoli_core_dfba.json

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ecoli core dFBA
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"ecoli core biomass"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"ecoli core biomass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
fields
glucose"10.0"
acetate"0.0"
ecoli core biomass"0.1"

ecoli_core_dfba_viz.png

ecoli_core_dfba.png


ecoli_dfba

This simulation runs a dFBA of the large E. coli metabolic model, iAF1260

Runtime: 5.04 seconds

ecoli_dfba.json

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ecoli dFBA
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
formate
[0]"fields"
[1]"formate"
biomass
[0]"fields"
[1]"ecoli biomass"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
formate
[0]"fields"
[1]"formate"
biomass
[0]"fields"
[1]"ecoli biomass"
interval1.0
address"local:DynamicFBA"
config
model_file"iAF1260.xml"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
formate
[0]"0.5"
[1]"1.0"
substrate_update_reactions
glucose"EX_glc__D_e"
formate"EX_for_e"
bounds
sharednull
fields
glucose"10.0"
formate"5.0"
ecoli biomass"0.1"

ecoli_dfba_viz.png

ecoli_dfba.png


cdiff_dfba

This simulation runs a dFBA model of Clostridioides difficile. iCN900

Runtime: 1.91 seconds

cdiff_dfba.json

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cdiff dFBA
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"cdiff biomass"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"cdiff biomass"
interval1.0
address"local:DynamicFBA"
config
model_file"iCN900.xml"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
sharednull
fields
glucose"2.0"
acetate"10.0"
cdiff biomass"0.1"

cdiff_dfba_viz.png

cdiff_dfba.png


pputida_dfba

This simulation runs a dFBA model of Pseudomonas putida, iJN746

Runtime: 3.00 seconds

pputida_dfba.json

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pputida dFBA
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
ammonium
[0]"fields"
[1]"ammonium"
glycolate
[0]"fields"
[1]"glycolate"
biomass
[0]"fields"
[1]"pputida biomass"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
ammonium
[0]"fields"
[1]"ammonium"
glycolate
[0]"fields"
[1]"glycolate"
biomass
[0]"fields"
[1]"pputida biomass"
interval1.0
address"local:DynamicFBA"
config
model_file"iJN746.xml"
kinetic_params
glucose
[0]"1.0"
[1]"2.0"
ammonium
[0]"2.0"
[1]"4.0"
glycolate
[0]"0.5"
[1]"1.0"
substrate_update_reactions
glucose"EX_glc__D_e"
ammonium"EX_nh4_e"
glycolate"EX_glyclt_e"
bounds
sharednull
fields
glucose"1.0"
ammonium"10.0"
glycolate"10.0"
pputida biomass"0.1"

pputida_dfba_viz.png

pputida_dfba.png


yeast_dfba

This simulation runs a dFBA model of Saccharomyces cerevisiae (yeast), iMM904

Runtime: 3.70 seconds

yeast_dfba.json

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yeast dFBA
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
ammonium
[0]"fields"
[1]"ammonium"
biomass
[0]"fields"
[1]"yeast biomass"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
ammonium
[0]"fields"
[1]"ammonium"
biomass
[0]"fields"
[1]"yeast biomass"
interval1.0
address"local:DynamicFBA"
config
model_file"iMM904.xml"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
ammonium
[0]"0.5"
[1]"1.0"
substrate_update_reactions
glucose"EX_glc__D_e"
ammonium"EX_nh4_e"
bounds
sharednull
fields
glucose"5.0"
ammonium"10.0"
yeast biomass"0.1"

yeast_dfba_viz.png

yeast_dfba.png


llactis_dfba

This simulation runs a dFBA model of Lactococcus lactis, iNF517

Runtime: 1.59 seconds

llactis_dfba.json

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llactis dFBA
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
glutatmate
[0]"fields"
[1]"glutatmate"
serine
[0]"fields"
[1]"serine"
biomass
[0]"fields"
[1]"llactis biomass"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
glutatmate
[0]"fields"
[1]"glutatmate"
serine
[0]"fields"
[1]"serine"
biomass
[0]"fields"
[1]"llactis biomass"
interval1.0
address"local:DynamicFBA"
config
model_file"iNF517.xml"
kinetic_params
glucose
[0]"0.5"
[1]"1.25"
glutatmate
[0]"0.05"
[1]"0.1"
serine
[0]"0.05"
[1]"0.1"
substrate_update_reactions
glucose"EX_glc__D_e"
glutatmate"EX_glu__L_e"
serine"EX_ser__L_e"
bounds
sharednull
fields
glucose"100.0"
glutatmate"10.0"
serine"10.0"
llactis biomass"2.0"

llactis_dfba_viz.png

llactis_dfba.png


multi_dfba

This simulation runs multiple dFBA processes in the same environment, each with its own model and parameters.

Runtime: 16.24 seconds

multi_dfba.json

View full JSON
dfba_ecoli core
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"ecoli core"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"ecoli core"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dfba_ecoli
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
formate
[0]"fields"
[1]"formate"
biomass
[0]"fields"
[1]"ecoli"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
formate
[0]"fields"
[1]"formate"
biomass
[0]"fields"
[1]"ecoli"
interval1.0
address"local:DynamicFBA"
config
model_file"iAF1260.xml"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
formate
[0]"0.5"
[1]"1.0"
substrate_update_reactions
glucose"EX_glc__D_e"
formate"EX_for_e"
bounds
sharednull
dfba_cdiff
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"cdiff"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"cdiff"
interval1.0
address"local:DynamicFBA"
config
model_file"iCN900.xml"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
sharednull
dfba_pputida
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
ammonium
[0]"fields"
[1]"ammonium"
glycolate
[0]"fields"
[1]"glycolate"
biomass
[0]"fields"
[1]"pputida"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
ammonium
[0]"fields"
[1]"ammonium"
glycolate
[0]"fields"
[1]"glycolate"
biomass
[0]"fields"
[1]"pputida"
interval1.0
address"local:DynamicFBA"
config
model_file"iJN746.xml"
kinetic_params
glucose
[0]"1.0"
[1]"2.0"
ammonium
[0]"2.0"
[1]"4.0"
glycolate
[0]"0.5"
[1]"1.0"
substrate_update_reactions
glucose"EX_glc__D_e"
ammonium"EX_nh4_e"
glycolate"EX_glyclt_e"
bounds
sharednull
dfba_yeast
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
ammonium
[0]"fields"
[1]"ammonium"
biomass
[0]"fields"
[1]"yeast"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
ammonium
[0]"fields"
[1]"ammonium"
biomass
[0]"fields"
[1]"yeast"
interval1.0
address"local:DynamicFBA"
config
model_file"iMM904.xml"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
ammonium
[0]"0.5"
[1]"1.0"
substrate_update_reactions
glucose"EX_glc__D_e"
ammonium"EX_nh4_e"
bounds
sharednull
dfba_llactis
inputs
substrates
glucose
[0]"fields"
[1]"glucose"
glutatmate
[0]"fields"
[1]"glutatmate"
serine
[0]"fields"
[1]"serine"
biomass
[0]"fields"
[1]"llactis"
outputs
substrates
glucose
[0]"fields"
[1]"glucose"
glutatmate
[0]"fields"
[1]"glutatmate"
serine
[0]"fields"
[1]"serine"
biomass
[0]"fields"
[1]"llactis"
interval1.0
address"local:DynamicFBA"
config
model_file"iNF517.xml"
kinetic_params
glucose
[0]"0.5"
[1]"1.25"
glutatmate
[0]"0.05"
[1]"0.1"
serine
[0]"0.05"
[1]"0.1"
substrate_update_reactions
glucose"EX_glc__D_e"
glutatmate"EX_glu__L_e"
serine"EX_ser__L_e"
bounds
sharednull
fields
glucose"10.0"
acetate"0.0"
ecoli core"0.1"
formate"0.0"
ecoli"0.1"
cdiff"0.1"
ammonium"0.0"
glycolate"0.0"
pputida"0.1"
yeast"0.1"
glutatmate"0.0"
serine"0.0"
llactis"0.1"

multi_dfba_viz.png

multi_dfba.png


spatial_many_dfba

This simulation introduces a spatial lattice, with a single dFBA process in each lattice site.

Runtime: 8.90 seconds

spatial_many_dfba.json

View full JSON
fields
glucose
list
[0]
[0]19.151096991003577
[1]0.7788314848593192
[2]9.969199395070248
[3]19.497217518714123
[4]14.478354117862773
[1]
[0]13.760497712997267
[1]9.951687499549216
[2]0.6162753614394867
[3]13.490530461466603
[4]9.4359452144647
[2]
[0]18.70055425490753
[1]6.427697291599291
[2]3.2656776883806127
[3]17.678508632744123
[4]9.756338094933746
[3]
[0]5.764978369737319
[1]5.507228040084636
[2]7.019436272334037
[3]6.416196129637017
[4]11.35640415808194
[4]
[0]3.2090347927105523
[1]4.073495691258813
[2]1.8124780150640163
[3]13.103219840115088
[4]4.0471428225912875
[5]
[0]7.836207972859661
[1]5.603604586710786
[2]0.2737376886950149
[3]3.085590790388344
[4]9.215929879104971
[6]
[0]6.969473630496239
[1]15.112303874258695
[2]19.420580096929665
[3]15.138873079122986
[4]11.512803888930872
[7]
[0]13.430233016593675
[1]16.28441552809732
[2]8.749974874046327
[3]6.372258461228673
[4]4.003547847821746
[8]
[0]16.536084522971873
[1]12.87736990993248
[2]0.6108284590025281
[3]5.753676414999525
[4]0.6754203992324737
[9]
[0]5.429773947884849
[1]1.5511315527869796
[2]18.424115356847754
[3]17.931933535087534
[4]3.9719477658363123
data"float"
shape
[0]10
[1]5
acetate
list
[0]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[1]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[2]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[3]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[4]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[6]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[7]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[8]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[9]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
data"float"
shape
[0]10
[1]5
biomass
list
[0]
[0]0.019362508230609435
[1]0.09799699616250229
[2]0.005442679207400336
[3]0.015438274244262196
[4]0.08304737757455584
[1]
[0]0.03557843385047389
[1]0.09514417673808184
[2]0.09111805305908303
[3]0.004791521456895088
[4]0.009991034804866052
[2]
[0]0.08050929849820987
[1]0.09712545575080944
[2]0.09950045028138285
[3]0.0651898560051671
[4]0.09865757382649848
[3]
[0]0.08865721771167054
[1]0.03161904596786269
[2]0.05398782436703327
[3]0.023986966393632014
[4]0.013851467014901553
[4]
[0]0.05674350346377344
[1]0.015838768243854575
[2]0.08217244850726173
[3]0.09835922544681876
[4]0.07452750877442181
[5]
[0]0.00538759004215319
[1]0.07302652879359771
[2]0.07708839005320851
[3]0.01245495924222424
[4]0.06547650191975538
[6]
[0]0.058221134652035524
[1]0.09479007211002166
[2]0.009083594653511695
[3]0.06300497847755386
[4]0.033228004145219425
[7]
[0]0.06246455893924237
[1]0.09737513707311796
[2]0.08957141756195904
[3]0.08703731749555459
[4]0.05059418568509369
[8]
[0]0.04320661446665902
[1]0.07842272501346041
[2]0.0016913415690677947
[3]0.004005403802871355
[4]0.04319776076921375
[9]
[0]0.06691704799201198
[1]0.02998584337930771
[2]0.09594304749127375
[3]0.096329502704238
[4]0.09686638109705546
data"float"
shape
[0]10
[1]5
spatial_dfba
dFBA[0,0]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]0
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]0
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]0
[4]0
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]0
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]0
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]0
[4]0
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[0,1]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]0
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]0
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]0
[4]1
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]0
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]0
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]0
[4]1
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[0,2]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]0
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]0
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]0
[4]2
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]0
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]0
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]0
[4]2
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[0,3]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]0
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]0
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]0
[4]3
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]0
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]0
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]0
[4]3
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[0,4]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]0
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]0
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]0
[4]4
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]0
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]0
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]0
[4]4
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[1,0]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]1
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]1
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]1
[4]0
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]1
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]1
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]1
[4]0
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[1,1]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]1
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]1
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]1
[4]1
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]1
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]1
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]1
[4]1
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[1,2]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]1
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]1
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]1
[4]2
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]1
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]1
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]1
[4]2
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[1,3]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]1
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]1
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]1
[4]3
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]1
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]1
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]1
[4]3
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[1,4]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]1
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]1
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]1
[4]4
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]1
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]1
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]1
[4]4
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[2,0]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]2
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]2
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]2
[4]0
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]2
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]2
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]2
[4]0
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[2,1]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]2
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]2
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]2
[4]1
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]2
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]2
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]2
[4]1
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[2,2]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]2
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]2
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]2
[4]2
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]2
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]2
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]2
[4]2
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[2,3]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]2
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]2
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]2
[4]3
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]2
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]2
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]2
[4]3
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[2,4]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]2
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]2
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]2
[4]4
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]2
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]2
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]2
[4]4
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[3,0]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]3
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]3
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]3
[4]0
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]3
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]3
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]3
[4]0
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[3,1]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]3
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]3
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]3
[4]1
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]3
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]3
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]3
[4]1
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[3,2]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]3
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]3
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]3
[4]2
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]3
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]3
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]3
[4]2
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[3,3]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]3
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]3
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]3
[4]3
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]3
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]3
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]3
[4]3
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[3,4]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]3
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]3
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]3
[4]4
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]3
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]3
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]3
[4]4
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[4,0]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]4
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]4
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]4
[4]0
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]4
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]4
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]4
[4]0
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[4,1]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]4
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]4
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]4
[4]1
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]4
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]4
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]4
[4]1
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[4,2]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]4
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]4
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]4
[4]2
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]4
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]4
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]4
[4]2
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[4,3]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]4
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]4
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]4
[4]3
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]4
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]4
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]4
[4]3
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[4,4]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]4
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]4
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]4
[4]4
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]4
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]4
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]4
[4]4
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[5,0]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]5
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]5
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]5
[4]0
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]5
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]5
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]5
[4]0
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[5,1]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]5
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]5
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]5
[4]1
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]5
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]5
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]5
[4]1
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[5,2]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]5
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]5
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]5
[4]2
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]5
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]5
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]5
[4]2
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[5,3]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]5
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]5
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]5
[4]3
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]5
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]5
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]5
[4]3
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[5,4]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]5
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]5
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]5
[4]4
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]5
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]5
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]5
[4]4
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[6,0]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]6
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]6
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]6
[4]0
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]6
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]6
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]6
[4]0
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[6,1]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]6
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]6
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]6
[4]1
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]6
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]6
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]6
[4]1
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[6,2]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]6
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]6
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]6
[4]2
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]6
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]6
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]6
[4]2
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[6,3]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]6
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]6
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]6
[4]3
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]6
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]6
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]6
[4]3
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[6,4]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]6
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]6
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]6
[4]4
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]6
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]6
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]6
[4]4
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[7,0]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]7
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]7
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]7
[4]0
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]7
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]7
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]7
[4]0
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[7,1]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]7
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]7
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]7
[4]1
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]7
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]7
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]7
[4]1
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[7,2]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]7
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]7
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]7
[4]2
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]7
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]7
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]7
[4]2
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[7,3]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]7
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]7
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]7
[4]3
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]7
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]7
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]7
[4]3
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[7,4]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]7
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]7
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]7
[4]4
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]7
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]7
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]7
[4]4
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[8,0]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]8
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]8
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]8
[4]0
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]8
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]8
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]8
[4]0
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[8,1]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]8
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]8
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]8
[4]1
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]8
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]8
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]8
[4]1
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[8,2]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]8
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]8
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]8
[4]2
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]8
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]8
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]8
[4]2
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[8,3]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]8
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]8
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]8
[4]3
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]8
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]8
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]8
[4]3
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[8,4]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]8
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]8
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]8
[4]4
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]8
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]8
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]8
[4]4
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[9,0]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]9
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]9
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]9
[4]0
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]9
[4]0
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]9
[4]0
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]9
[4]0
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[9,1]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]9
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]9
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]9
[4]1
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]9
[4]1
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]9
[4]1
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]9
[4]1
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[9,2]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]9
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]9
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]9
[4]2
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]9
[4]2
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]9
[4]2
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]9
[4]2
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[9,3]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]9
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]9
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]9
[4]3
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]9
[4]3
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]9
[4]3
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]9
[4]3
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
dFBA[9,4]
inputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]9
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]9
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]9
[4]4
outputs
substrates
glucose
[0]".."
[1]"fields"
[2]"glucose"
[3]9
[4]4
acetate
[0]".."
[1]"fields"
[2]"acetate"
[3]9
[4]4
biomass
[0]".."
[1]"fields"
[2]"biomass"
[3]9
[4]4
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull

spatial_many_dfba_viz.png

spatial_many_dfba_timeseries.png


spatial_many_dfba.gif


spatial_dfba_process

This simulation introduces a spatial lattice, with a spatial dFBA process that runs all the lattice sites

Runtime: 19.17 seconds

spatial_dfba_process.json

View full JSON
spatial_dfba
inputs
fields
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"biomass"
outputs
fields
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"biomass"
interval1.0
address"local:SpatialDFBA"
config
n_bins
[0]"10"
[1]"5"
model_file"textbook"
models
model_grid
[0]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[1]
[0]"ecoli"
[1]"ecoli"
[2]"ecoli"
[3]"ecoli"
[4]"ecoli"
[2]
[0]"cdiff"
[1]"cdiff"
[2]"cdiff"
[3]"cdiff"
[4]"cdiff"
[3]
[0]"pputida"
[1]"pputida"
[2]"pputida"
[3]"pputida"
[4]"pputida"
[4]
[0]"yeast"
[1]"yeast"
[2]"yeast"
[3]"yeast"
[4]"yeast"
[5]
[0]"llactis"
[1]"llactis"
[2]"llactis"
[3]"llactis"
[4]"llactis"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
fields
glucose
list
[0]
[0]0.0
[1]5.0
[2]10.0
[3]15.0
[4]20.0
[1]
[0]0.0
[1]5.0
[2]10.0
[3]15.0
[4]20.0
[2]
[0]0.0
[1]5.0
[2]10.0
[3]15.0
[4]20.0
[3]
[0]0.0
[1]5.0
[2]10.0
[3]15.0
[4]20.0
[4]
[0]0.0
[1]5.0
[2]10.0
[3]15.0
[4]20.0
[5]
[0]0.0
[1]5.0
[2]10.0
[3]15.0
[4]20.0
[6]
[0]0.0
[1]5.0
[2]10.0
[3]15.0
[4]20.0
[7]
[0]0.0
[1]5.0
[2]10.0
[3]15.0
[4]20.0
[8]
[0]0.0
[1]5.0
[2]10.0
[3]15.0
[4]20.0
[9]
[0]0.0
[1]5.0
[2]10.0
[3]15.0
[4]20.0
data"float"
shape
[0]10
[1]5
acetate
list
[0]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[1]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[2]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[3]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[4]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[6]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[7]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[8]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[9]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
data"float"
shape
[0]10
[1]5
biomass
list
[0]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
[1]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
[2]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
[3]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
[4]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
[5]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
[6]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
[7]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
[8]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
[9]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
data"float"
shape
[0]10
[1]5

spatial_dfba_process_viz.png

spatial_dfba_process_timeseries.png


spatial_dfba_process.gif


diffusion_process

This simulation includes finite volume method for diffusion and advection on a lattice.

Runtime: 0.14 seconds

diffusion_process.json

View full JSON
diffusion
inputs
fields
[0]"fields"
outputs
fields
[0]"fields"
interval1.0
address"local:DiffusionAdvection"
config
n_bins
[0]"20"
[1]"10"
bounds
[0]"10.0"
[1]"5.0"
default_diffusion_rate"0.1"
default_diffusion_dt"0.1"
diffusion_coeffs
glucose"0.01"
biomass"0.01"
advection_coeffs
glucose
[0]"0.0"
[1]"0.0"
biomass
[0]"0.0"
[1]"0.1"
sharednull
fields
biomass
list
[0]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[1]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[2]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[3]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[4]
[0]10.0
[1]10.0
[2]10.0
[3]10.0
[4]10.0
[5]10.0
[6]10.0
[7]10.0
[8]10.0
[9]10.0
[5]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[6]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[7]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[8]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[9]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[11]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[12]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[13]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[14]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[15]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[16]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[17]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[18]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[19]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
data"float"
shape
[0]20
[1]10
glucose
list
[0]
[0]0.6275314442468906
[1]0.3402582168344296
[2]0.1638616079964501
[3]1.4977035063921749
[4]1.4257186949203924
[5]0.5231965852133914
[6]0.3278006785709272
[7]1.4423740397876215
[8]1.133881230215715
[9]1.831431117753417
[1]
[0]1.1523587981161671
[1]1.0095074085406917
[2]1.4230321949018048
[3]1.8320242470313515
[4]0.4205311169217165
[5]0.7493752352178576
[6]0.909292332074858
[7]1.0182108117879023
[8]1.528616587813766
[9]0.3905437286896578
[2]
[0]0.2860920177961973
[1]1.3938157338867718
[2]1.72886532049708
[3]0.4885720239025598
[4]1.4321967598931
[5]1.2025857108438378
[6]1.4293718863945482
[7]0.19640372722923033
[8]1.6793030558325555
[9]1.9706995206786566
[3]
[0]0.845151381504021
[1]1.4803885444205283
[2]1.1595094644599153
[3]1.3891019543614167
[4]1.4767747523796864
[5]0.46083521098941316
[6]1.0355644497766723
[7]0.2642460324044735
[8]1.4697360055923545
[9]1.7631894117511402
[4]
[0]1.3199273075342495
[1]0.6323896446110282
[2]0.8813204866881911
[3]0.7080279882112284
[4]0.41653010131801105
[5]0.9957910546046905
[6]0.957576369763882
[7]1.4567323180587568
[8]1.0767492449573057
[9]0.5537863472582825
[5]
[0]1.6249420338718497
[1]0.5922807046941095
[2]1.5084726560382324
[3]0.360578512761456
[4]1.7762044596294253
[5]1.7364455918262538
[6]1.6867366482465587
[7]1.7660564130425123
[8]0.10802948125993173
[9]0.2240193529281689
[6]
[0]1.2818759757457978
[1]1.3945466767594599
[2]1.6189462438242357
[3]0.29331526558478427
[4]1.464161741999703
[5]1.2726949869833666
[6]1.470364124131546
[7]0.788086678454704
[8]1.5707602724303231
[9]0.5398411788847473
[7]
[0]1.9856796718271617
[1]1.2879095009862278
[2]0.7971855450840846
[3]0.13527326392683242
[4]1.9213178716984558
[5]1.3817649014736393
[6]0.92070029283567
[7]0.13361536279557032
[8]0.22465692984749353
[9]0.7754524345216214
[8]
[0]1.327984600954143
[1]1.1920132437463167
[2]0.6236179363657152
[3]0.8962965987715534
[4]1.5932070165021546
[5]1.2401959148324155
[6]1.9950798969974102
[7]0.9795352581238276
[8]1.0947309724531409
[9]0.6420095817103203
[9]
[0]1.9518646582919155
[1]0.8867763990098555
[2]1.2262660553640916
[3]1.2021539006525785
[4]0.16064553210235036
[5]0.3813902807579883
[6]1.267509201810637
[7]0.40038286211519303
[8]1.8082377652331734
[9]0.6060994108369027
[10]
[0]1.568802700763079
[1]0.6864096972879511
[2]0.7578391572790355
[3]0.5168180371993222
[4]1.9740524457856141
[5]0.6658455231540046
[6]0.24401596799482866
[7]0.3498806511374397
[8]1.35467679493326
[9]1.7649431589694684
[11]
[0]1.4598833851441129
[1]0.3281351342252619
[2]0.4372663554152072
[3]1.5725097984767487
[4]0.6182170034764544
[5]1.4565104787868421
[6]0.23753293959063962
[7]0.9700458031402165
[8]1.4365088051539925
[9]1.586519226640716
[12]
[0]1.0364725860735036
[1]0.8769412503708366
[2]0.46493267253416326
[3]0.6938803161959245
[4]1.689278608474343
[5]1.718953542182862
[6]1.1380816988706282
[7]0.2049955557112208
[8]0.15387228332956351
[9]1.1379409995213652
[13]
[0]1.5208913254468301
[1]0.4338847763648068
[2]1.3006126995673626
[3]1.9337209530675263
[4]0.5104445856898985
[5]1.3620363862308302
[6]1.5828219737898295
[7]0.45791037153978764
[8]1.7137689770681244
[9]0.7619872606691952
[14]
[0]0.2021664168414441
[1]1.24517885241679
[2]0.6655645470568197
[3]1.0728681114281169
[4]1.8046638266455217
[5]1.6503791138596187
[6]0.5606946017459317
[7]0.7201056114238694
[8]1.032261327508124
[9]0.8957845809175569
[15]
[0]0.5842068045551831
[1]0.2527069097884405
[2]0.21088716064982732
[3]0.7278877688077161
[4]0.9065660804806829
[5]1.4920745836581013
[6]0.6092801765519614
[7]0.3450800665945917
[8]1.2681119936362502
[9]0.7599971000746049
[16]
[0]0.882388320454789
[1]1.6646984105205997
[2]1.9168473190920925
[3]0.8124755357410454
[4]0.6371949724440902
[5]1.7490075850919977
[6]0.7275671314980484
[7]1.5350916747529906
[8]0.6908927983766222
[9]1.6065134775379561
[17]
[0]1.5927413878098537
[1]0.9668573445875304
[2]0.6636823464239384
[3]1.013268165753071
[4]1.3144971622953923
[5]1.266899077623797
[6]0.2011625819245627
[7]1.388154384300196
[8]1.2694174359923396
[9]1.8490518683503665
[18]
[0]1.9905748958516962
[1]0.7138997352930141
[2]1.1423136293101186
[3]1.907057576339141
[4]0.4098206151695424
[5]0.4707412732102816
[6]0.42922883700935366
[7]1.694340293447908
[8]0.5021620199665834
[9]1.031412063203797
[19]
[0]1.9741035254025752
[1]1.9628517410155373
[2]0.615915082395369
[3]0.23676741793126418
[4]0.7404693114829397
[5]0.17520126958843535
[6]0.31029370420481045
[7]0.10513292716152951
[8]0.4670254162464613
[9]1.8053254586317242
data"float"
shape
[0]20
[1]10

diffusion_process_viz.png

diffusion_process.gif


comets

This simulation combines dFBA at each lattice site with diffusion/advection to make a spatio-temporal FBA.

Runtime: 17.88 seconds

comets.json

View full JSON
fields
biomass
list
[0]
[0]0.0
[1]0.0
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[10]
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[11]
[0]0.0
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[12]
[0]0.0
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[13]
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[15]
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[9]0.0
[16]
[0]0.0
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[17]
[0]0.0
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[18]
[0]0.0
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[19]
[0]0.0
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[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
data"float"
shape
[0]20
[1]10
glucose
list
[0]
[0]0.01
[1]0.01
[2]0.01
[3]0.01
[4]0.01
[5]0.01
[6]0.01
[7]0.01
[8]0.01
[9]0.01
[1]
[0]0.5357894736842106
[1]0.5357894736842106
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[3]0.5357894736842106
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[6]0.5357894736842106
[7]0.5357894736842106
[8]0.5357894736842106
[9]0.5357894736842106
[2]
[0]1.0615789473684212
[1]1.0615789473684212
[2]1.0615789473684212
[3]1.0615789473684212
[4]1.0615789473684212
[5]1.0615789473684212
[6]1.0615789473684212
[7]1.0615789473684212
[8]1.0615789473684212
[9]1.0615789473684212
[3]
[0]1.5873684210526318
[1]1.5873684210526318
[2]1.5873684210526318
[3]1.5873684210526318
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[4]
[0]2.113157894736842
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[6]
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[7]
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[9]
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[14]
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[15]
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[16]
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[17]
[0]8.948421052631579
[1]8.948421052631579
[2]8.948421052631579
[3]8.948421052631579
[4]8.948421052631579
[5]8.948421052631579
[6]8.948421052631579
[7]8.948421052631579
[8]8.948421052631579
[9]8.948421052631579
[18]
[0]9.47421052631579
[1]9.47421052631579
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[3]9.47421052631579
[4]9.47421052631579
[5]9.47421052631579
[6]9.47421052631579
[7]9.47421052631579
[8]9.47421052631579
[9]9.47421052631579
[19]
[0]10.0
[1]10.0
[2]10.0
[3]10.0
[4]10.0
[5]10.0
[6]10.0
[7]10.0
[8]10.0
[9]10.0
data"float"
shape
[0]20
[1]10
acetate
list
[0]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
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[9]0.0
[1]
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[2]
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[4]
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[5]
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[9]
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[10]
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[11]
[0]0.0
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[12]
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[13]
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[14]
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[15]
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[16]
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[17]
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[18]
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[19]
[0]0.0
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data"float"
shape
[0]20
[1]10
spatial_dfba
inputs
fields
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"biomass"
outputs
fields
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"biomass"
interval1.0
address"local:SpatialDFBA"
config
n_bins
[0]"20"
[1]"10"
model_file"textbook"
models
model_grid
[0]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[1]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[2]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[3]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[4]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[5]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[6]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[7]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[8]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[9]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[10]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[11]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[12]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[13]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[14]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[15]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[16]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[17]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[18]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
[19]
[0]"ecoli core"
[1]"ecoli core"
[2]"ecoli core"
[3]"ecoli core"
[4]"ecoli core"
[5]"ecoli core"
[6]"ecoli core"
[7]"ecoli core"
[8]"ecoli core"
[9]"ecoli core"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
diffusion
inputs
fields
[0]"fields"
outputs
fields
[0]"fields"
interval1.0
address"local:DiffusionAdvection"
config
n_bins
[0]"20"
[1]"10"
bounds
[0]"10.0"
[1]"5.0"
default_diffusion_rate"0.1"
default_diffusion_dt"0.1"
diffusion_coeffs
glucose"0.0"
acetate"0.1"
advection_coeffs
glucose
[0]"0.0"
[1]"0.0"
acetate
[0]"0.0"
[1]"0.0"
sharednull

comets_viz.png

comets_timeseries.png


comets_results.gif


particles

This simulation uses Brownian particles with mass moving randomly in space, and with a minimal reaction process inside of each particle uptaking or secreting from the field.

Runtime: 0.71 seconds

particles.json

View full JSON
particles
GiRBY0sw
id"GiRBY0sw"
position
[0]"0.5975337122459007"
[1]"7.883209660882615"
mass"0.15446464439286064"
local
exchange
minimal_particle
inputs
mass
[0]"mass"
substrates
[0]"local"
outputs
mass
[0]"mass"
substrates
[0]"exchange"
interval1.0
address"local:MinimalParticle"
config
reactions
grow
reactant"glucose"
product"mass"
release
reactant"mass"
product"detritus"
kinetic_params
glucose
[0]"0.5"
[1]"0.01"
mass
[0]"1.0"
[1]"0.001"
shared
particle_movement
inputs
particles
[0]"particles"
fields
[0]"fields"
outputs
particles
[0]"particles"
fields
[0]"fields"
interval1.0
address"local:Particles"
config
bounds
[0]"5.0"
[1]"10.0"
n_bins
[0]"10"
[1]"20"
diffusion_rate"0.1"
advection_rate
[0]"0.0"
[1]"-0.1"
add_probability"0.4"
boundary_to_add
[0]"top"
boundary_to_remove
[0]"top"
[1]"bottom"
[2]"left"
[3]"right"
sharednull
fields
glucose
list
[0]
[0]0.9162548091264724
[1]0.9509096328532105
[2]1.9273220573229195
[3]1.7857607809702916
[4]0.9436746764940167
[5]1.6971707394199351
[6]0.8906747553822117
[7]1.7095436863760225
[8]0.8457862367566412
[9]1.5125459417984337
[10]1.7130794139547822
[11]0.6046459150212247
[12]0.7095176226470739
[13]1.6428714183024922
[14]0.5883713768652102
[15]1.85704610641591
[16]1.3314353119489362
[17]1.994347066238066
[18]1.1775376180291413
[19]1.1304206983805059
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[0]1.1346440737234813
[1]1.634333296911518
[2]0.9460480774681113
[3]0.8294590843659775
[4]1.3647170489717466
[5]0.9977342543264871
[6]0.6006616838955972
[7]1.3235305488541371
[8]1.0274617885118495
[9]0.5856499894653304
[10]1.052720765848163
[11]1.9394106421621626
[12]1.6672833781007075
[13]1.0554226293507658
[14]0.7888731729860976
[15]1.53331254981779
[16]1.8826354196261843
[17]1.0964252969176056
[18]1.7390823811853977
[19]0.7058369441024301
[2]
[0]1.2484204183474372
[1]1.5923642310966635
[2]0.5360614924516667
[3]1.0210099195741174
[4]0.7094570574147894
[5]0.5783451069400483
[6]1.9770745431029757
[7]1.3078665103036187
[8]1.0228193607487421
[9]1.3143628417037185
[10]0.969095600953511
[11]1.1117607448387918
[12]1.9904808427570173
[13]0.6356257839057857
[14]0.6409307984619594
[15]0.5603746515684609
[16]0.8156114452815393
[17]1.3409241815417499
[18]1.4695692399052835
[19]0.9917597717128506
[3]
[0]1.578856853125171
[1]0.6327117751162511
[2]1.4382088525575896
[3]0.6259382810074421
[4]1.7450810670391166
[5]1.8226958881895807
[6]1.4560613218870078
[7]1.400465224666529
[8]1.7566334155607852
[9]1.6062693927450453
[10]1.6895192353944672
[11]1.481646023016017
[12]1.272495223223584
[13]1.1681722892094712
[14]1.0968724982602067
[15]1.1040092578053526
[16]0.8865940873983511
[17]1.758215281846919
[18]0.9846407945556443
[19]0.6269246422683009
[4]
[0]1.6927176895150404
[1]1.2825799437690228
[2]1.6317557247691834
[3]0.7660485637128904
[4]1.3405698599892681
[5]1.8967046253683317
[6]0.9020503049786932
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[12]0.798666652340854
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[15]1.0239235121842698
[16]0.8494505272706938
[17]1.8882534593950657
[18]0.6383833612800196
[19]1.4400451736121427
[5]
[0]0.5505172321433642
[1]0.8636006901853759
[2]0.803998115247135
[3]1.7977389537915844
[4]0.6249510726032291
[5]1.4757228602905448
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[7]1.3878826981430379
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[12]0.8753317361114623
[13]1.1101985916610815
[14]1.7519535804020532
[15]1.5571313817631045
[16]1.4588415629303575
[17]1.969527584698336
[18]1.8694589770666667
[19]0.7703659501205493
[6]
[0]0.6995925673660028
[1]0.7213662450200395
[2]0.9083240254089375
[3]1.9573870284557584
[4]0.506750849991958
[5]1.8016747919758094
[6]1.5814443166232859
[7]0.616331919828809
[8]1.4538931725525708
[9]0.9392863659812716
[10]1.869910810164141
[11]1.6723987449829314
[12]0.7935106047347276
[13]1.4905022567886979
[14]1.0338172178485403
[15]0.7251803698041926
[16]1.1615161181011155
[17]1.738033470520382
[18]0.8416812737679296
[19]0.5751405277595512
[7]
[0]1.1187669826985092
[1]0.6751830167928841
[2]0.5790166364944465
[3]1.338175190344405
[4]0.9747062154015467
[5]1.4746870744013187
[6]0.6013872525789145
[7]1.2919693798664316
[8]1.4406044002369802
[9]0.8772102715509419
[10]0.5112452505297567
[11]1.0094428311777535
[12]1.824527881551521
[13]1.371069542975615
[14]1.9236192072222198
[15]1.9979075224563345
[16]1.110076724158792
[17]1.2205972824377866
[18]1.7311991717273232
[19]1.195802994157337
[8]
[0]0.9525875232378955
[1]1.2618683454901058
[2]1.3033138410076017
[3]0.6793821455124789
[4]1.7278795198937391
[5]0.5857659457182284
[6]0.9835646425300608
[7]0.8613278958533912
[8]0.5124290925413016
[9]0.5103108612234865
[10]0.8114101321532816
[11]1.767370249266984
[12]0.5055229845341067
[13]0.6694880423965559
[14]1.1997096744096063
[15]1.6208873108222055
[16]0.8666254164131577
[17]0.9472688390459572
[18]1.6162756540506276
[19]1.9721608320628043
[9]
[0]1.821821320973765
[1]1.2374572121426568
[2]1.6770805489179708
[3]0.6729351859205704
[4]1.4861874470650331
[5]1.9311934660380152
[6]1.96364489565267
[7]1.4605811097987917
[8]1.9487109021508309
[9]1.851568916446701
[10]0.836900754109335
[11]1.8174819588130129
[12]1.743205295308767
[13]1.4640560988551918
[14]1.7143344915976653
[15]1.6477344495350574
[16]1.7743105797249645
[17]0.8710455734806775
[18]0.8924368178089993
[19]0.6986849979969285
data"float"
shape
[0]10
[1]20
detritus
list
[0]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[1]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[2]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[3]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[4]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[5]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[6]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[7]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[8]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[9]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
data"float"
shape
[0]10
[1]20

particles_viz.png

particles_alone.gif


particles_with_fields.gif


particle_comets

This simulation extends COMETS with particles that have internal minimal reaction processes.

Runtime: 10.67 seconds

particle_comets.json

View full JSON
particles
b0w9VUyT
id"b0w9VUyT"
position
[0]"0.7778665494558484"
[1]"4.886349699727576"
mass"3.1337227904225564"
local
glucose"10.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
exchange
glucose"0.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
minimal_particle
inputs
mass
[0]"mass"
substrates
[0]"local"
outputs
mass
[0]"mass"
substrates
[0]"exchange"
interval1.0
address"local:MinimalParticle"
config
reactions
grow
reactant"glucose"
product"mass"
release
reactant"mass"
product"detritus"
kinetic_params
glucose
[0]"0.5"
[1]"0.01"
mass
[0]"1.0"
[1]"0.001"
shared
osSrBBxB
id"osSrBBxB"
position
[0]"3.0420184177711795"
[1]"5.980310251949952"
mass"4.0588795818872345"
local
glucose"10.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
exchange
glucose"0.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
minimal_particle
inputs
mass
[0]"mass"
substrates
[0]"local"
outputs
mass
[0]"mass"
substrates
[0]"exchange"
interval1.0
address"local:MinimalParticle"
config
reactions
grow
reactant"glucose"
product"mass"
release
reactant"mass"
product"detritus"
kinetic_params
glucose
[0]"0.5"
[1]"0.01"
mass
[0]"1.0"
[1]"0.001"
shared
dwbkbtF2
id"dwbkbtF2"
position
[0]"2.8610602151140534"
[1]"3.5167543811154967"
mass"9.704055464645709"
local
glucose"10.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
exchange
glucose"0.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
minimal_particle
inputs
mass
[0]"mass"
substrates
[0]"local"
outputs
mass
[0]"mass"
substrates
[0]"exchange"
interval1.0
address"local:MinimalParticle"
config
reactions
grow
reactant"glucose"
product"mass"
release
reactant"mass"
product"detritus"
kinetic_params
glucose
[0]"0.5"
[1]"0.01"
mass
[0]"1.0"
[1]"0.001"
shared
nW_Bw-eg
id"nW_Bw-eg"
position
[0]"3.4291336262619203"
[1]"7.3360908761405845"
mass"1.6310395386120384"
local
glucose"10.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
exchange
glucose"0.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
minimal_particle
inputs
mass
[0]"mass"
substrates
[0]"local"
outputs
mass
[0]"mass"
substrates
[0]"exchange"
interval1.0
address"local:MinimalParticle"
config
reactions
grow
reactant"glucose"
product"mass"
release
reactant"mass"
product"detritus"
kinetic_params
glucose
[0]"0.5"
[1]"0.01"
mass
[0]"1.0"
[1]"0.001"
shared
VB_nH1aW
id"VB_nH1aW"
position
[0]"2.517560273476258"
[1]"9.995881360043398"
mass"4.068074439185058"
local
glucose"10.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
exchange
glucose"0.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
minimal_particle
inputs
mass
[0]"mass"
substrates
[0]"local"
outputs
mass
[0]"mass"
substrates
[0]"exchange"
interval1.0
address"local:MinimalParticle"
config
reactions
grow
reactant"glucose"
product"mass"
release
reactant"mass"
product"detritus"
kinetic_params
glucose
[0]"0.5"
[1]"0.01"
mass
[0]"1.0"
[1]"0.001"
shared
CMNjiaNI
id"CMNjiaNI"
position
[0]"2.2412670882087604"
[1]"4.8707125028089635"
mass"1.883228520497928"
local
glucose"10.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
exchange
glucose"0.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
minimal_particle
inputs
mass
[0]"mass"
substrates
[0]"local"
outputs
mass
[0]"mass"
substrates
[0]"exchange"
interval1.0
address"local:MinimalParticle"
config
reactions
grow
reactant"glucose"
product"mass"
release
reactant"mass"
product"detritus"
kinetic_params
glucose
[0]"0.5"
[1]"0.01"
mass
[0]"1.0"
[1]"0.001"
shared
CbYRCApq
id"CbYRCApq"
position
[0]"3.431333723290702"
[1]"8.379496609382207"
mass"6.777919262830169"
local
glucose"10.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
exchange
glucose"0.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
minimal_particle
inputs
mass
[0]"mass"
substrates
[0]"local"
outputs
mass
[0]"mass"
substrates
[0]"exchange"
interval1.0
address"local:MinimalParticle"
config
reactions
grow
reactant"glucose"
product"mass"
release
reactant"mass"
product"detritus"
kinetic_params
glucose
[0]"0.5"
[1]"0.01"
mass
[0]"1.0"
[1]"0.001"
shared
ks5TuG3u
id"ks5TuG3u"
position
[0]"4.441330468274446"
[1]"0.2788677951325924"
mass"4.530112912663633"
local
glucose"10.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
exchange
glucose"0.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
minimal_particle
inputs
mass
[0]"mass"
substrates
[0]"local"
outputs
mass
[0]"mass"
substrates
[0]"exchange"
interval1.0
address"local:MinimalParticle"
config
reactions
grow
reactant"glucose"
product"mass"
release
reactant"mass"
product"detritus"
kinetic_params
glucose
[0]"0.5"
[1]"0.01"
mass
[0]"1.0"
[1]"0.001"
shared
M36hd-Xn
id"M36hd-Xn"
position
[0]"0.9498637926103226"
[1]"3.1658644637134703"
mass"5.809938256935658"
local
glucose"10.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
exchange
glucose"0.0"
acetate"0.0"
detritus"0.0"
biomass"0.0"
minimal_particle
inputs
mass
[0]"mass"
substrates
[0]"local"
outputs
mass
[0]"mass"
substrates
[0]"exchange"
interval1.0
address"local:MinimalParticle"
config
reactions
grow
reactant"glucose"
product"mass"
release
reactant"mass"
product"detritus"
kinetic_params
glucose
[0]"0.5"
[1]"0.01"
mass
[0]"1.0"
[1]"0.001"
shared
spatial_dfba
inputs
fields
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
detritus
[0]"fields"
[1]"detritus"
biomass
[0]"fields"
[1]"biomass"
outputs
fields
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
detritus
[0]"fields"
[1]"detritus"
biomass
[0]"fields"
[1]"biomass"
interval1.0
address"local:SpatialDFBA"
config
n_bins
[0]"10"
[1]"20"
model_file"textbook"
models
model_grid
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
diffusion
inputs
fields
[0]"fields"
outputs
fields
[0]"fields"
interval1.0
address"local:DiffusionAdvection"
config
n_bins
[0]"10"
[1]"20"
bounds
[0]"5.0"
[1]"10.0"
default_diffusion_rate"0.1"
default_diffusion_dt"0.1"
diffusion_coeffs
glucose"0.1"
acetate"0.1"
detritus"0.1"
advection_coeffs
glucose
[0]"0.0"
[1]"0.0"
acetate
[0]"0.0"
[1]"0.0"
detritus
[0]"0.0"
[1]"0.0"
sharednull
particle_movement
inputs
particles
[0]"particles"
fields
[0]"fields"
outputs
particles
[0]"particles"
fields
[0]"fields"
interval1.0
address"local:Particles"
config
bounds
[0]"5.0"
[1]"10.0"
n_bins
[0]"10"
[1]"20"
diffusion_rate"0.1"
advection_rate
[0]"0.0"
[1]"-0.1"
add_probability"0.1"
boundary_to_add
[0]"top"
boundary_to_remove
[0]"top"
[1]"bottom"
[2]"left"
[3]"right"
sharednull
fields
glucose
list
[0]
[0]10.0
[1]10.0
[2]10.0
[3]10.0
[4]10.0
[5]10.0
[6]10.0
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[8]10.0
[9]10.0
[10]10.0
[11]10.0
[12]10.0
[13]10.0
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[16]10.0
[17]10.0
[18]10.0
[19]10.0
[1]
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[17]10.0
[18]10.0
[19]10.0
[2]
[0]10.0
[1]10.0
[2]10.0
[3]10.0
[4]10.0
[5]10.0
[6]10.0
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[18]10.0
[19]10.0
[3]
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[2]10.0
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[6]10.0
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[12]10.0
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[18]10.0
[19]10.0
[4]
[0]10.0
[1]10.0
[2]10.0
[3]10.0
[4]10.0
[5]10.0
[6]10.0
[7]10.0
[8]10.0
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[10]10.0
[11]10.0
[12]10.0
[13]10.0
[14]10.0
[15]10.0
[16]10.0
[17]10.0
[18]10.0
[19]10.0
[5]
[0]10.0
[1]10.0
[2]10.0
[3]10.0
[4]10.0
[5]10.0
[6]10.0
[7]10.0
[8]10.0
[9]10.0
[10]10.0
[11]10.0
[12]10.0
[13]10.0
[14]10.0
[15]10.0
[16]10.0
[17]10.0
[18]10.0
[19]10.0
[6]
[0]10.0
[1]10.0
[2]10.0
[3]10.0
[4]10.0
[5]10.0
[6]10.0
[7]10.0
[8]10.0
[9]10.0
[10]10.0
[11]10.0
[12]10.0
[13]10.0
[14]10.0
[15]10.0
[16]10.0
[17]10.0
[18]10.0
[19]10.0
[7]
[0]10.0
[1]10.0
[2]10.0
[3]10.0
[4]10.0
[5]10.0
[6]10.0
[7]10.0
[8]10.0
[9]10.0
[10]10.0
[11]10.0
[12]10.0
[13]10.0
[14]10.0
[15]10.0
[16]10.0
[17]10.0
[18]10.0
[19]10.0
[8]
[0]10.0
[1]10.0
[2]10.0
[3]10.0
[4]10.0
[5]10.0
[6]10.0
[7]10.0
[8]10.0
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[10]10.0
[11]10.0
[12]10.0
[13]10.0
[14]10.0
[15]10.0
[16]10.0
[17]10.0
[18]10.0
[19]10.0
[9]
[0]10.0
[1]10.0
[2]10.0
[3]10.0
[4]10.0
[5]10.0
[6]10.0
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[10]10.0
[11]10.0
[12]10.0
[13]10.0
[14]10.0
[15]10.0
[16]10.0
[17]10.0
[18]10.0
[19]10.0
data"float"
shape
[0]10
[1]20
acetate
list
[0]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[1]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
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[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[2]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
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[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[3]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
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[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[4]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
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[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[5]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[6]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
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[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[7]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[8]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
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[10]0.0
[11]0.0
[12]0.0
[13]0.0
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[16]0.0
[17]0.0
[18]0.0
[19]0.0
[9]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
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[6]0.0
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[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
data"float"
shape
[0]10
[1]20
detritus
list
[0]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
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[10]0.0
[11]0.0
[12]0.0
[13]0.0
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[16]0.0
[17]0.0
[18]0.0
[19]0.0
[1]
[0]0.0
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[19]0.0
[2]
[0]0.0
[1]0.0
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[3]
[0]0.0
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[4]
[0]0.0
[1]0.0
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[12]0.0
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[17]0.0
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[19]0.0
[5]
[0]0.0
[1]0.0
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[5]0.0
[6]0.0
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[10]0.0
[11]0.0
[12]0.0
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[18]0.0
[19]0.0
[6]
[0]0.0
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[19]0.0
[7]
[0]0.0
[1]0.0
[2]0.0
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[5]0.0
[6]0.0
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[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[8]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
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[6]0.0
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[9]
[0]0.0
[1]0.0
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[3]0.0
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[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
data"float"
shape
[0]10
[1]20
biomass
list
[0]
[0]0.0
[1]0.0
[2]0.1
[3]0.1
[4]0.1
[5]0.1
[6]0.1
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[1]
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[3]
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[4]
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[5]
[0]0.0
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[6]
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[7]
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[8]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
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[9]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
[7]0.0
[8]0.0
[9]0.0
[10]0.0
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[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
data"float"
shape
[0]10
[1]20

particle_comets_viz.png

particle_comets_timeseries.png


particle_comets_with_fields.gif


particle_dfba_fields

This simulation puts dFBA inside of the particles, interacting with external fields and adding biomass into the particle mass, reflected by the particle size.

Runtime: 2.69 seconds

particle_dfba_fields.json

View full JSON
particles
1SaLnMox
id"1SaLnMox"
position
[0]"4.963604313076199"
[1]"2.6265307645562253"
mass"0.496604949432463"
local
glucose"1.9670012565520953"
acetate"0.0"
exchange
glucose"0.0"
acetate"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
h_bU1q5-
id"h_bU1q5-"
position
[0]"2.8320981400002565"
[1]"5.3988843620301905"
mass"0.7515364622983933"
local
glucose"9.710289216507054"
acetate"0.0"
exchange
glucose"0.0"
acetate"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
diffusion
inputs
fields
[0]"fields"
outputs
fields
[0]"fields"
interval1.0
address"local:DiffusionAdvection"
config
n_bins
[0]"10"
[1]"20"
bounds
[0]"5.0"
[1]"10.0"
default_diffusion_rate"0.1"
default_diffusion_dt"0.1"
diffusion_coeffs
glucose"0.1"
acetate"0.1"
advection_coeffs
glucose
[0]"0.0"
[1]"0.0"
acetate
[0]"0.0"
[1]"0.0"
sharednull
particle_movement
inputs
particles
[0]"particles"
fields
[0]"fields"
outputs
particles
[0]"particles"
fields
[0]"fields"
interval1.0
address"local:Particles"
config
bounds
[0]"5.0"
[1]"10.0"
n_bins
[0]"10"
[1]"20"
diffusion_rate"0.1"
advection_rate
[0]"0.0"
[1]"-0.1"
add_probability"0.2"
boundary_to_add
[0]"top"
boundary_to_remove
[0]"top"
[1]"bottom"
[2]"left"
[3]"right"
sharednull
fields
glucose
list
[0]
[0]5.52580923934147
[1]1.6145293066675737
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[15]7.383266137977529
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[5]3.08132018979718
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[0]3.195305077022283
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[0]3.088039130796616
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[7]
[0]4.798787836061036
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[0]1.5991305284871893
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[0]1.0255186474276672
[1]9.701486219867835
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[5]1.9670012565520953
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[11]9.846199305926502
[12]5.498590398292526
[13]2.9470028232313163
[14]7.629658066013036
[15]9.342674701230637
[16]5.692272142339586
[17]6.516224063226401
[18]8.54623963969174
[19]4.970978388963749
data"float"
shape
[0]10
[1]20
acetate
list
[0]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
[6]0.0
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[1]
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[2]
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[4]
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[11]0.0
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[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
[5]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
[4]0.0
[5]0.0
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[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
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[17]0.0
[18]0.0
[19]0.0
[6]
[0]0.0
[1]0.0
[2]0.0
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[5]0.0
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[11]0.0
[12]0.0
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[19]0.0
[7]
[0]0.0
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[11]0.0
[12]0.0
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[8]
[0]0.0
[1]0.0
[2]0.0
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[6]0.0
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[9]
[0]0.0
[1]0.0
[2]0.0
[3]0.0
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[5]0.0
[6]0.0
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[8]0.0
[9]0.0
[10]0.0
[11]0.0
[12]0.0
[13]0.0
[14]0.0
[15]0.0
[16]0.0
[17]0.0
[18]0.0
[19]0.0
data"float"
shape
[0]10
[1]20

particle_dfba_fields_viz.png

particle_dfba_fields_mass.png


particle_dfba_fields_timeseries.png


particle_dfba_fields_with_fields.gif


particle_dfba_comets

This simulation combines dFBA inside of the particles with COMETS, allowing particles to uptake and secrete from the external fields.

Runtime: 15.67 seconds

particle_dfba_comets.json

View full JSON
particles
d9S7aBL1
id"d9S7aBL1"
position
[0]"4.396317229342635"
[1]"9.275805777961551"
mass"0.4189470940105205"
local
glucose"2.3653200976861553"
acetate"0.0"
biomass"0.03604373668982937"
exchange
glucose"0.0"
acetate"0.0"
biomass"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
ggOu4C6g
id"ggOu4C6g"
position
[0]"0.8178684899275968"
[1]"1.7123255416063154"
mass"0.5924802810053567"
local
glucose"3.4875237579515175"
acetate"0.0"
biomass"0.09174194838291702"
exchange
glucose"0.0"
acetate"0.0"
biomass"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
S7JX1WmL
id"S7JX1WmL"
position
[0]"2.488329568579478"
[1]"3.177265658770562"
mass"0.04090958488560489"
local
glucose"4.628854598321295"
acetate"0.0"
biomass"0.05282359170453049"
exchange
glucose"0.0"
acetate"0.0"
biomass"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
v2YyqAGp
id"v2YyqAGp"
position
[0]"1.3119680740204176"
[1]"7.859834268306654"
mass"0.23737374082847104"
local
glucose"3.967999640459131"
acetate"0.0"
biomass"0.03192327498441873"
exchange
glucose"0.0"
acetate"0.0"
biomass"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
jvp-xqHd
id"jvp-xqHd"
position
[0]"1.4947297875007681"
[1]"9.248830473683196"
mass"0.5431580482499363"
local
glucose"1.7331056728492173"
acetate"0.0"
biomass"0.08984148631058615"
exchange
glucose"0.0"
acetate"0.0"
biomass"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
fWRWJuHy
id"fWRWJuHy"
position
[0]"0.30056543301937577"
[1]"5.1152374737502715"
mass"0.6727720361505802"
local
glucose"2.596827868377641"
acetate"0.0"
biomass"0.013695890242471698"
exchange
glucose"0.0"
acetate"0.0"
biomass"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
U8nqpiFD
id"U8nqpiFD"
position
[0]"3.9188877334397665"
[1]"2.0554665245946513"
mass"0.2513817174869953"
local
glucose"3.712781892064831"
acetate"0.0"
biomass"0.04973068366793215"
exchange
glucose"0.0"
acetate"0.0"
biomass"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
dHMJysKd
id"dHMJysKd"
position
[0]"4.6634221675219365"
[1]"0.4086154259406827"
mass"0.02256744094722493"
local
glucose"2.2000365952606"
acetate"0.0"
biomass"0.0018780996685824004"
exchange
glucose"0.0"
acetate"0.0"
biomass"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
r_VCciEo
id"r_VCciEo"
position
[0]"2.636427861102341"
[1]"8.532750810631285"
mass"0.7002145816169486"
local
glucose"4.331783748635277"
acetate"0.0"
biomass"0.04796663237114791"
exchange
glucose"0.0"
acetate"0.0"
biomass"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
vp0rWrmt
id"vp0rWrmt"
position
[0]"1.9309582340195668"
[1]"9.530601250894126"
mass"0.6278349007020215"
local
glucose"1.7176315690501318"
acetate"0.0"
biomass"0.04004910517501386"
exchange
glucose"0.0"
acetate"0.0"
biomass"0.0"
dFBA
inputs
substrates
[0]"local"
biomass
[0]"mass"
outputs
substrates
[0]"exchange"
biomass
[0]"mass"
interval1.0
address"local:DynamicFBA"
config
model_file"textbook"
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
shared
diffusion
inputs
fields
[0]"fields"
outputs
fields
[0]"fields"
interval1.0
address"local:DiffusionAdvection"
config
n_bins
[0]"10"
[1]"20"
bounds
[0]"5.0"
[1]"10.0"
default_diffusion_rate"0.1"
default_diffusion_dt"0.1"
diffusion_coeffs
glucose"0.1"
acetate"0.1"
biomass"0.1"
advection_coeffs
glucose
[0]"0.0"
[1]"0.0"
acetate
[0]"0.0"
[1]"0.0"
biomass
[0]"0.0"
[1]"0.1"
sharednull
spatial_dfba
inputs
fields
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"biomass"
outputs
fields
glucose
[0]"fields"
[1]"glucose"
acetate
[0]"fields"
[1]"acetate"
biomass
[0]"fields"
[1]"biomass"
interval1.0
address"local:SpatialDFBA"
config
n_bins
[0]"10"
[1]"20"
model_file"textbook"
models
model_grid
kinetic_params
glucose
[0]"0.5"
[1]"1.0"
acetate
[0]"0.5"
[1]"2.0"
substrate_update_reactions
glucose"EX_glc__D_e"
acetate"EX_ac_e"
bounds
EX_o2_e
lower"-2.0"
upper"!nil"
ATPM
lower"1.0"
upper"1.0"
sharednull
particle_movement
inputs
particles
[0]"particles"
fields
[0]"fields"
outputs
particles
[0]"particles"
fields
[0]"fields"
interval1.0
address"local:Particles"
config
bounds
[0]"5.0"
[1]"10.0"
n_bins
[0]"10"
[1]"20"
diffusion_rate"0.1"
advection_rate
[0]"0.0"
[1]"-0.1"
add_probability"0.2"
boundary_to_add
[0]"top"
boundary_to_remove
[0]"top"
[1]"bottom"
[2]"left"
[3]"right"
sharednull
fields
glucose
list
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data"float"
shape
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acetate
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data"float"
shape
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biomass
list
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[8]0.023809952389418243
[9]0.08164215404157082
[10]0.028507009853364976
[11]0.023517799801025953
[12]0.06170525435660921
[13]0.037400560780227486
[14]0.07017665713387626
[15]0.07349535933806449
[16]0.07896166309616992
[17]0.04796663237114791
[18]0.006118859180585912
[19]0.08724776652363518
[6]
[0]0.061845558145634874
[1]0.08459035815944323
[2]0.016799612984192747
[3]0.07355369966972661
[4]0.06813356004713082
[5]0.020512057128628438
[6]0.002022126689433901
[7]0.06576900729845113
[8]0.021419087450900223
[9]0.061999031710458265
[10]0.07358013424722774
[11]0.020017025368738818
[12]0.025754186392901637
[13]0.06426468777344378
[14]0.0805467894522755
[15]0.09514383754381844
[16]0.0647719695125231
[17]0.08519474086668079
[18]0.08458657568473503
[19]0.05484646369606612
[7]
[0]0.08575352397588787
[1]0.017392510675651607
[2]0.05075296798160159
[3]0.04711198635997045
[4]0.04973068366793215
[5]0.030051683640771133
[6]0.0836741271599856
[7]0.021716881178830763
[8]0.04981049537494651
[9]0.0981342780725894
[10]0.025512874524537012
[11]0.050466494567941916
[12]0.08644637303311349
[13]0.016029384901726184
[14]0.08502463269893168
[15]0.03444095038053831
[16]0.030345593931993244
[17]0.09907089035452706
[18]0.03146978821076487
[19]0.06316168729627501
[8]
[0]0.022539632825984635
[1]0.05136359714334559
[2]0.05654642736339258
[3]0.04454278614001598
[4]0.09394218144630206
[5]0.09603905560079064
[6]0.07099433080502782
[7]0.07442064757378186
[8]0.02234662166577216
[9]0.0058786981409675535
[10]0.05040883237190538
[11]0.04038307874042723
[12]0.07033313912519382
[13]0.09626840877513326
[14]0.048308375336168746
[15]0.03499481235330948
[16]0.01128520123161324
[17]0.061733800817549346
[18]0.03604373668982937
[19]0.03526265337325999
[9]
[0]0.0018780996685824004
[1]0.08314771602606168
[2]0.010965241664448667
[3]0.011197416261385063
[4]0.03340641784328398
[5]0.033718741054096626
[6]0.07591894984444855
[7]0.005705728505954655
[8]0.06150284779125257
[9]0.0917295041943771
[10]0.05084805666424728
[11]0.07163175734067422
[12]0.0014566968436675487
[13]0.02976214480217322
[14]0.05866785606975769
[15]0.09821743228298796
[16]0.09299614683739904
[17]0.05545935939969446
[18]0.021798022364043525
[19]0.09536488278361466
data"float"
shape
[0]10
[1]20

particle_dfba_comets_viz.png

particle_dfba_comets_mass.png


particle_dfba_comets_timeseries.png


particle_dfba_comets_with_fields.gif


Total Simulation Time

107.80 seconds