diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/Liu_IFACPapersOnLine2025.yaml b/Benchmark-Models/Liu_IFACPapersOnLine2025/Liu_IFACPapersOnLine2025.yaml
new file mode 100644
index 0000000..4a2c774
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/Liu_IFACPapersOnLine2025.yaml
@@ -0,0 +1,13 @@
+format_version: 1
+parameter_file: parameters.tsv
+problems:
+ - condition_files:
+ - conditions.tsv
+ measurement_files:
+ - measurements.tsv
+ observable_files:
+ - observables.tsv
+ sbml_files:
+ - model.xml
+ visualization_files:
+ - visualization.tsv
\ No newline at end of file
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/conditions.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/conditions.tsv
new file mode 100644
index 0000000..05f8ba2
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/conditions.tsv
@@ -0,0 +1,3 @@
+conditionId conditionName u_2
+vvDD vvDD 1000000000.0
+ctrl ctrl 0.0
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/Liu_IFACPapersOnLine2025_individual.yaml b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/Liu_IFACPapersOnLine2025_individual.yaml
new file mode 100644
index 0000000..1f5b62c
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/Liu_IFACPapersOnLine2025_individual.yaml
@@ -0,0 +1,13 @@
+format_version: 1
+parameter_file: parameters.tsv
+problems:
+ - condition_files:
+ - conditions.tsv
+ measurement_files:
+ - measurements.tsv
+ observable_files:
+ - observables.tsv
+ sbml_files:
+ - model_individual.xml
+ visualization_files:
+ - visualization.tsv
\ No newline at end of file
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/conditions.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/conditions.tsv
new file mode 100644
index 0000000..08ab2f6
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/conditions.tsv
@@ -0,0 +1,21 @@
+conditionId conditionName u_2 xi_i_k
+vvDD_1 vvDD_1 1000000000.0 xi_v_1
+vvDD_2 vvDD_2 1000000000.0 xi_v_2
+vvDD_3 vvDD_3 1000000000.0 xi_v_3
+vvDD_4 vvDD_4 1000000000.0 xi_v_4
+vvDD_5 vvDD_5 1000000000.0 xi_v_5
+vvDD_6 vvDD_6 1000000000.0 xi_v_6
+vvDD_7 vvDD_7 1000000000.0 xi_v_7
+vvDD_8 vvDD_8 1000000000.0 xi_v_8
+vvDD_9 vvDD_9 1000000000.0 xi_v_9
+vvDD_10 vvDD_10 1000000000.0 xi_v_10
+ctrl_1 ctrl_1 0.0 xi_c_1
+ctrl_2 ctrl_2 0.0 xi_c_2
+ctrl_3 ctrl_3 0.0 xi_c_3
+ctrl_4 ctrl_4 0.0 xi_c_4
+ctrl_5 ctrl_5 0.0 xi_c_5
+ctrl_6 ctrl_6 0.0 xi_c_6
+ctrl_7 ctrl_7 0.0 xi_c_7
+ctrl_8 ctrl_8 0.0 xi_c_8
+ctrl_9 ctrl_9 0.0 xi_c_9
+ctrl_10 ctrl_10 0.0 xi_c_10
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/measurements.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/measurements.tsv
new file mode 100644
index 0000000..a883dc4
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/measurements.tsv
@@ -0,0 +1,101 @@
+observableId simulationConditionId measurement time datasetId
+tumor_num vvDD_1 451.73401707247393 0 virus_1
+tumor_num vvDD_2 477.41006706423315 0 virus_2
+tumor_num vvDD_3 509.5051295539299 0 virus_3
+tumor_num vvDD_4 554.4382170395085 0 virus_4
+tumor_num vvDD_5 852.9222981937005 0 virus_5
+tumor_num vvDD_6 1016.607116891161 0 virus_6
+tumor_num vvDD_7 1058.3306981277697 0 virus_7
+tumor_num vvDD_8 1084.006748119529 0 virus_8
+tumor_num vvDD_9 1241.2725543190497 0 virus_9
+tumor_num vvDD_10 1263.7390980618388 0 virus_10
+tumor_num vvDD_1 679.6089607493324 1 virus_1
+tumor_num vvDD_2 817.6177294550338 1 virus_2
+tumor_num vvDD_3 535.1811795456891 1 virus_3
+tumor_num vvDD_4 824.0367419529714 1 virus_4
+tumor_num vvDD_5 1055.1211918788 1 virus_5
+tumor_num vvDD_6 926.740941920006 1 virus_6
+tumor_num vvDD_7 1571.8516979629405 1 virus_7
+tumor_num vvDD_8 1331.1387292902025 1 virus_8
+tumor_num vvDD_9 1481.9855229917855 1 virus_9
+tumor_num vvDD_10 968.4645231566146 1 virus_10
+tumor_num vvDD_1 406.80092958689744 2 virus_1
+tumor_num vvDD_2 483.82907956217286 2 virus_2
+tumor_num vvDD_3 294.4682108729532 2 virus_3
+tumor_num vvDD_4 885.0173606833995 2 virus_4
+tumor_num vvDD_5 291.25870462398325 2 virus_5
+tumor_num vvDD_6 814.4082232060639 2 virus_6
+tumor_num vvDD_7 958.836004409705 2 virus_7
+tumor_num vvDD_8 1119.3113168581956 2 virus_8
+tumor_num vvDD_9 1132.1493418540751 2 virus_9
+tumor_num vvDD_10 1000.5595856463136 2 virus_10
+tumor_num vvDD_1 355.4488296033791 3 virus_1
+tumor_num vvDD_2 349.0298171054393 3 virus_2
+tumor_num vvDD_3 220.64956714664766 3 virus_3
+tumor_num vvDD_4 194.97351715488847 3 virus_4
+tumor_num vvDD_5 252.74462963634662 3 virus_5
+tumor_num vvDD_6 422.84846083174693 3 virus_6
+tumor_num vvDD_7 772.6846419694551 3 virus_7
+tumor_num vvDD_8 464.5720420683534 3 virus_8
+tumor_num vvDD_9 785.5226669653348 3 virus_9
+tumor_num vvDD_10 339.40129835853173 3 virus_10
+tumor_num vvDD_1 50.545735951247316 4 virus_1
+tumor_num vvDD_2 101.89783593476568 4 virus_2
+tumor_num vvDD_3 76.2217859430065 4 virus_3
+tumor_num vvDD_4 53.75524220021722 4 virus_4
+tumor_num vvDD_5 191.76401090591855 4 virus_5
+tumor_num vvDD_6 262.3731483832563 4 virus_6
+tumor_num vvDD_7 589.7427857781752 4 virus_7
+tumor_num vvDD_8 345.8203108564694 4 virus_8
+tumor_num vvDD_9 631.4663670147839 4 virus_9
+tumor_num vvDD_10 374.7058670971985 4 virus_10
+tumor_num ctrl_1 349.1039275702164 0 control_1
+tumor_num ctrl_2 370.50979635893606 0 control_2
+tumor_num ctrl_3 407.93829872021803 0 control_3
+tumor_num ctrl_4 552.3499369974998 0 control_4
+tumor_num ctrl_5 632.5786249293225 0 control_5
+tumor_num ctrl_6 657.550182543784 0 control_6
+tumor_num ctrl_7 945.4762838668787 0 control_7
+tumor_num ctrl_8 985.5848518293386 0 control_8
+tumor_num ctrl_9 1244.9967188123485 0 control_9
+tumor_num ctrl_10 1343.9454339282627 0 control_10
+tumor_num ctrl_1 508.3483427091911 1 control_1
+tumor_num ctrl_2 323.8108084590962 1 control_2
+tumor_num ctrl_3 516.3654354989194 1 control_3
+tumor_num ctrl_4 917.5146511614834 1 control_4
+tumor_num ctrl_5 965.6460879171242 1 control_5
+tumor_num ctrl_6 830.874501593137 1 control_6
+tumor_num ctrl_7 1345.400986797869 1 control_7
+tumor_num ctrl_8 1404.2411339513233 1 control_8
+tumor_num ctrl_9 1086.00067182176 1 control_9
+tumor_num ctrl_10 1372.138106771691 1 control_10
+tumor_num ctrl_1 648.8611786571674 2 control_1
+tumor_num ctrl_2 343.986388512792 2 control_2
+tumor_num ctrl_3 480.36360598998806 2 control_3
+tumor_num ctrl_4 1250.5821141492872 2 control_4
+tumor_num ctrl_5 1140.9304646390121 2 control_5
+tumor_num ctrl_6 771.4696645965797 2 control_6
+tumor_num ctrl_7 1400.3481076254745 2 control_7
+tumor_num ctrl_8 1357.553698058382 2 control_8
+tumor_num ctrl_9 1400.3423316220221 2 control_9
+tumor_num ctrl_10 1592.8854066549445 2 control_10
+tumor_num ctrl_1 612.8651251516885 3 control_1
+tumor_num ctrl_2 441.73369491093814 3 control_2
+tumor_num ctrl_3 449.7392356937657 3 control_3
+tumor_num ctrl_4 1091.5802911552485 3 control_4
+tumor_num ctrl_5 1265.4091150075299 3 control_5
+tumor_num ctrl_6 959.3493729329441 3 control_6
+tumor_num ctrl_7 1669.2210682609186 3 control_7
+tumor_num ctrl_8 1441.9064524540886 3 control_8
+tumor_num ctrl_9 1262.7232734028994 3 control_9
+tumor_num ctrl_10 1749.461308199642 3 control_10
+tumor_num ctrl_1 705.2811803647304 4 control_1
+tumor_num ctrl_2 416.469455817074 4 control_2
+tumor_num ctrl_3 496.70391975234486 4 control_3
+tumor_num ctrl_4 1499.550966893223 4 control_4
+tumor_num ctrl_5 1357.8136182136711 4 control_5
+tumor_num ctrl_6 1026.0423760760882 4 control_6
+tumor_num ctrl_7 1531.6539940728533 4 control_7
+tumor_num ctrl_8 1700.1226867227788 4 control_8
+tumor_num ctrl_9 1470.1280053147707 4 control_9
+tumor_num ctrl_10 1876.6258001727879 4 control_10
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/model_individual.xml b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/model_individual.xml
new file mode 100644
index 0000000..fe7036f
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/model_individual.xml
@@ -0,0 +1,380 @@
+
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diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/observables.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/observables.tsv
new file mode 100644
index 0000000..4eb16b2
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/observables.tsv
@@ -0,0 +1,2 @@
+observableId observableName observableFormula noiseFormula noiseDistribution observableTransformation
+tumor_num tumor_number U + I_1 + I_2 + I_3 + I_4 + I_5 sqrt(sigma_a^2 + (sigma_b * (U + I_1 + I_2 + I_3 + I_4 + I_5))^2) normal lin
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/parameters.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/parameters.tsv
new file mode 100644
index 0000000..52250e9
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/parameters.tsv
@@ -0,0 +1,30 @@
+parameterId parameterName parameterScale lowerBound upperBound nominalValue estimate
+rho rho log10 0.42 1.66 1.2829082108573162 1
+kappa kappa log10 100.0 100000.0 1517.725395396992 1
+psi psi log10 1e-10 0.01 3.5025564678683694e-09 1
+phi phi log10 1e-08 100000000.0 3.0858194820075244 1
+beta beta log10 1.0 10000.0 1.0650312622041425 1
+alpha alpha log10 0.0001 1000.0 3.0921432963756565 1
+delta delta log10 0.01 100.0 0.549521198465029 1
+xi_c_1 xi_c_1 log10 1e-07 1.0 0.015593530549184092 1
+xi_c_2 xi_c_2 log10 1e-07 1.0 0.004108874191488457 1
+xi_c_3 xi_c_3 log10 1e-07 1.0 0.005715438594388586 1
+xi_c_4 xi_c_4 log10 1e-07 1.0 0.40012115137012616 1
+xi_c_5 xi_c_5 log10 1e-07 1.0 0.4519816372520485 1
+xi_c_6 xi_c_6 log10 1e-07 1.0 0.17643679894199796 1
+xi_c_7 xi_c_7 log10 1e-07 1.0 1.0 1
+xi_c_8 xi_c_8 log10 1e-07 1.0 1.0 1
+xi_c_9 xi_c_9 log10 1e-07 1.0 1.0 1
+xi_c_10 xi_c_10 log10 1e-07 1.0 1.0 1
+xi_v_1 xi_v_1 log10 1e-07 1.0 0.23681777196970688 1
+xi_v_2 xi_v_2 log10 1e-07 1.0 0.33385887248811597 1
+xi_v_3 xi_v_3 log10 1e-07 1.0 0.15154611096080445 1
+xi_v_4 xi_v_4 log10 1e-07 1.0 0.45642545748851887 1
+xi_v_5 xi_v_5 log10 1e-07 1.0 0.751351262427366 1
+xi_v_6 xi_v_6 log10 1e-07 1.0 1.0 1
+xi_v_7 xi_v_7 log10 1e-07 1.0 1.0 1
+xi_v_8 xi_v_8 log10 1e-07 1.0 1.0 1
+xi_v_9 xi_v_9 log10 1e-07 1.0 1.0 1
+xi_v_10 xi_v_10 log10 1e-07 1.0 1.0 1
+sigma_a sigma_a log10 10.0 100000.0 238.8595871521549 1
+sigma_b sigma_b log10 0.0001 100.0 0.00010397840341525495 1
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/simulatedData_Liu_IFACPapersOnLine2025_individual.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/simulatedData_Liu_IFACPapersOnLine2025_individual.tsv
new file mode 100644
index 0000000..9b95bec
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/simulatedData_Liu_IFACPapersOnLine2025_individual.tsv
@@ -0,0 +1,101 @@
+observableId simulationConditionId simulation time datasetId
+tumor_num ctrl_1 22.26055114595074 0 control_1
+tumor_num ctrl_1 77.33904551666109 1 control_1
+tumor_num ctrl_1 246.2554053460344 2 control_1
+tumor_num ctrl_1 624.2195217238929 3 control_1
+tumor_num ctrl_1 1086.5529104939178 4 control_1
+tumor_num ctrl_10 855.2169058814992 0 control_10
+tumor_num ctrl_10 1249.4024178062066 1 control_10
+tumor_num ctrl_10 1432.4405440921562 2 control_10
+tumor_num ctrl_10 1493.0811359890924 3 control_10
+tumor_num ctrl_10 1510.8124351048816 4 control_10
+tumor_num ctrl_2 5.911781803914768 0 control_2
+tumor_num ctrl_2 21.110116763465285 1 control_2
+tumor_num ctrl_2 73.48196417540083 2 control_2
+tumor_num ctrl_2 235.35048196098248 3 control_2
+tumor_num ctrl_2 604.5349678155902 4 control_2
+tumor_num ctrl_3 8.214238638512759 0 control_3
+tumor_num ctrl_3 29.217462401346623 1 control_3
+tumor_num ctrl_3 100.35404329397257 2 control_3
+tumor_num ctrl_3 308.76216747827107 3 control_3
+tumor_num ctrl_3 727.7524368282859 4 control_3
+tumor_num ctrl_4 452.8203255530103 0 control_4
+tumor_num ctrl_4 918.7389662831866 1 control_4
+tumor_num ctrl_4 1285.3968810941685 2 control_4
+tumor_num ctrl_4 1445.3044579516488 3 control_4
+tumor_num ctrl_4 1496.9312782721781 4 control_4
+tumor_num ctrl_5 497.6033635936474 0 control_5
+tumor_num ctrl_5 967.7266508534578 1 control_5
+tumor_num ctrl_5 1311.140500288747 2 control_5
+tumor_num ctrl_5 1454.205097390625 3 control_5
+tumor_num ctrl_5 1499.5664189237318 4 control_5
+tumor_num ctrl_6 227.04595023610926 0 control_6
+tumor_num ctrl_6 589.1886747791158 1 control_6
+tumor_num ctrl_6 1056.2477744139346 2 control_6
+tumor_num ctrl_6 1353.7551080904732 3 control_6
+tumor_num ctrl_6 1468.4178178570428 4 control_6
+tumor_num ctrl_7 855.2169058814992 0 control_7
+tumor_num ctrl_7 1249.4024178062066 1 control_7
+tumor_num ctrl_7 1432.4405440921562 2 control_7
+tumor_num ctrl_7 1493.0811359890924 3 control_7
+tumor_num ctrl_7 1510.8124351048816 4 control_7
+tumor_num ctrl_8 855.2169058814992 0 control_8
+tumor_num ctrl_8 1249.4024178062066 1 control_8
+tumor_num ctrl_8 1432.4405440921562 2 control_8
+tumor_num ctrl_8 1493.0811359890924 3 control_8
+tumor_num ctrl_8 1510.8124351048816 4 control_8
+tumor_num ctrl_9 855.2169058814992 0 control_9
+tumor_num ctrl_9 1249.4024178062066 1 control_9
+tumor_num ctrl_9 1432.4405440921562 2 control_9
+tumor_num ctrl_9 1493.0811359890924 3 control_9
+tumor_num ctrl_9 1510.8124351048816 4 control_9
+tumor_num vvDD_1 293.8725730462032 0 virus_1
+tumor_num vvDD_1 643.2201140149581 1 virus_1
+tumor_num vvDD_1 617.1246632994361 2 virus_1
+tumor_num vvDD_1 390.8686298897414 3 virus_1
+tumor_num vvDD_1 245.23441223674956 4 virus_1
+tumor_num vvDD_10 855.2169058814992 0 virus_10
+tumor_num vvDD_10 1149.500376575116 1 virus_10
+tumor_num vvDD_10 823.0795807548609 2 virus_10
+tumor_num vvDD_10 467.3346925002291 3 virus_10
+tumor_num vvDD_10 280.60325047783573 4 virus_10
+tumor_num vvDD_2 391.82336068697174 0 virus_2
+tumor_num vvDD_2 772.8630871451893 1 virus_2
+tumor_num vvDD_2 682.132147641495 2 virus_2
+tumor_num vvDD_2 416.84508326723596 3 virus_2
+tumor_num vvDD_2 257.6006853025773 4 virus_2
+tumor_num vvDD_3 198.03635489148448 0 virus_3
+tumor_num vvDD_3 485.5505127993499 1 virus_3
+tumor_num vvDD_3 521.0065684936792 2 virus_3
+tumor_num vvDD_3 348.79221248666715 3 virus_3
+tumor_num vvDD_3 224.38243106318626 4 virus_3
+tumor_num vvDD_4 501.32771719434317 0 virus_4
+tumor_num vvDD_4 890.4814244346633 1 virus_4
+tumor_num vvDD_4 732.7128801403255 2 virus_4
+tumor_num vvDD_4 435.8262495764218 3 virus_4
+tumor_num vvDD_4 266.4042748970078 4 virus_4
+tumor_num vvDD_5 714.971593356841 0 virus_5
+tumor_num vvDD_5 1063.5370355710932 1 virus_5
+tumor_num vvDD_5 795.80640469497 2 virus_5
+tumor_num vvDD_5 458.1311255406502 3 virus_5
+tumor_num vvDD_5 276.5079994286401 4 virus_5
+tumor_num vvDD_6 855.2169058814992 0 virus_6
+tumor_num vvDD_6 1149.500376575116 1 virus_6
+tumor_num vvDD_6 823.0795807548609 2 virus_6
+tumor_num vvDD_6 467.3346925002291 3 virus_6
+tumor_num vvDD_6 280.60325047783573 4 virus_6
+tumor_num vvDD_7 855.2169058814992 0 virus_7
+tumor_num vvDD_7 1149.500376575116 1 virus_7
+tumor_num vvDD_7 823.0795807548609 2 virus_7
+tumor_num vvDD_7 467.3346925002291 3 virus_7
+tumor_num vvDD_7 280.60325047783573 4 virus_7
+tumor_num vvDD_8 855.2169058814992 0 virus_8
+tumor_num vvDD_8 1149.500376575116 1 virus_8
+tumor_num vvDD_8 823.0795807548609 2 virus_8
+tumor_num vvDD_8 467.3346925002291 3 virus_8
+tumor_num vvDD_8 280.60325047783573 4 virus_8
+tumor_num vvDD_9 855.2169058814992 0 virus_9
+tumor_num vvDD_9 1149.500376575116 1 virus_9
+tumor_num vvDD_9 823.0795807548609 2 virus_9
+tumor_num vvDD_9 467.3346925002291 3 virus_9
+tumor_num vvDD_9 280.60325047783573 4 virus_9
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/visualization.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/visualization.tsv
new file mode 100644
index 0000000..4e23969
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/individual-based/visualization.tsv
@@ -0,0 +1,5 @@
+plotId PlotTypeData xValues xOffset xLabel yValues yLabel datasetId legendEntry
+Fig6 MeanAndSD time 3 Time [Days] tumor_num Tumor cells [#] control_6 control 6
+Fig6 MeanAndSD time 3 Time [Days] tumor_num Tumor cells [#] virus_1 vvDD 1
+Fig6 MeanAndSD time 3 Time [Days] tumor_num Tumor cells [#] control_7 control 7
+Fig6 MeanAndSD time 3 Time [Days] tumor_num Tumor cells [#] virus_2 vvDD 2
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/measurements.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/measurements.tsv
new file mode 100644
index 0000000..051a99e
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/measurements.tsv
@@ -0,0 +1,101 @@
+observableId simulationConditionId measurement time datasetId
+tumor_num vvDD 451.73401707247393 0 virus
+tumor_num vvDD 477.41006706423315 0 virus
+tumor_num vvDD 509.5051295539299 0 virus
+tumor_num vvDD 554.4382170395085 0 virus
+tumor_num vvDD 852.9222981937005 0 virus
+tumor_num vvDD 1016.607116891161 0 virus
+tumor_num vvDD 1058.3306981277697 0 virus
+tumor_num vvDD 1084.006748119529 0 virus
+tumor_num vvDD 1241.2725543190497 0 virus
+tumor_num vvDD 1263.7390980618388 0 virus
+tumor_num vvDD 679.6089607493324 1 virus
+tumor_num vvDD 817.6177294550338 1 virus
+tumor_num vvDD 535.1811795456891 1 virus
+tumor_num vvDD 824.0367419529714 1 virus
+tumor_num vvDD 1055.1211918788 1 virus
+tumor_num vvDD 926.740941920006 1 virus
+tumor_num vvDD 1571.8516979629405 1 virus
+tumor_num vvDD 1331.1387292902025 1 virus
+tumor_num vvDD 1481.9855229917855 1 virus
+tumor_num vvDD 968.4645231566146 1 virus
+tumor_num vvDD 406.80092958689744 2 virus
+tumor_num vvDD 483.82907956217286 2 virus
+tumor_num vvDD 294.4682108729532 2 virus
+tumor_num vvDD 885.0173606833995 2 virus
+tumor_num vvDD 291.25870462398325 2 virus
+tumor_num vvDD 814.4082232060639 2 virus
+tumor_num vvDD 958.836004409705 2 virus
+tumor_num vvDD 1119.3113168581956 2 virus
+tumor_num vvDD 1132.1493418540751 2 virus
+tumor_num vvDD 1000.5595856463136 2 virus
+tumor_num vvDD 355.4488296033791 3 virus
+tumor_num vvDD 349.0298171054393 3 virus
+tumor_num vvDD 220.64956714664766 3 virus
+tumor_num vvDD 194.97351715488847 3 virus
+tumor_num vvDD 252.74462963634662 3 virus
+tumor_num vvDD 422.84846083174693 3 virus
+tumor_num vvDD 772.6846419694551 3 virus
+tumor_num vvDD 464.5720420683534 3 virus
+tumor_num vvDD 785.5226669653348 3 virus
+tumor_num vvDD 339.40129835853173 3 virus
+tumor_num vvDD 50.545735951247316 4 virus
+tumor_num vvDD 101.89783593476568 4 virus
+tumor_num vvDD 76.2217859430065 4 virus
+tumor_num vvDD 53.75524220021722 4 virus
+tumor_num vvDD 191.76401090591855 4 virus
+tumor_num vvDD 262.3731483832563 4 virus
+tumor_num vvDD 589.7427857781752 4 virus
+tumor_num vvDD 345.8203108564694 4 virus
+tumor_num vvDD 631.4663670147839 4 virus
+tumor_num vvDD 374.7058670971985 4 virus
+tumor_num ctrl 349.1039275702164 0 control
+tumor_num ctrl 370.50979635893606 0 control
+tumor_num ctrl 407.93829872021803 0 control
+tumor_num ctrl 552.3499369974998 0 control
+tumor_num ctrl 632.5786249293225 0 control
+tumor_num ctrl 657.550182543784 0 control
+tumor_num ctrl 945.4762838668787 0 control
+tumor_num ctrl 985.5848518293386 0 control
+tumor_num ctrl 1244.9967188123485 0 control
+tumor_num ctrl 1343.9454339282627 0 control
+tumor_num ctrl 508.3483427091911 1 control
+tumor_num ctrl 323.8108084590962 1 control
+tumor_num ctrl 516.3654354989194 1 control
+tumor_num ctrl 917.5146511614834 1 control
+tumor_num ctrl 965.6460879171242 1 control
+tumor_num ctrl 830.874501593137 1 control
+tumor_num ctrl 1345.400986797869 1 control
+tumor_num ctrl 1404.2411339513233 1 control
+tumor_num ctrl 1086.00067182176 1 control
+tumor_num ctrl 1372.138106771691 1 control
+tumor_num ctrl 648.8611786571674 2 control
+tumor_num ctrl 343.986388512792 2 control
+tumor_num ctrl 480.36360598998806 2 control
+tumor_num ctrl 1250.5821141492872 2 control
+tumor_num ctrl 1140.9304646390121 2 control
+tumor_num ctrl 771.4696645965797 2 control
+tumor_num ctrl 1400.3481076254745 2 control
+tumor_num ctrl 1357.553698058382 2 control
+tumor_num ctrl 1400.3423316220221 2 control
+tumor_num ctrl 1592.8854066549445 2 control
+tumor_num ctrl 612.8651251516885 3 control
+tumor_num ctrl 441.73369491093814 3 control
+tumor_num ctrl 449.7392356937657 3 control
+tumor_num ctrl 1091.5802911552485 3 control
+tumor_num ctrl 1265.4091150075299 3 control
+tumor_num ctrl 959.3493729329441 3 control
+tumor_num ctrl 1669.2210682609186 3 control
+tumor_num ctrl 1441.9064524540886 3 control
+tumor_num ctrl 1262.7232734028994 3 control
+tumor_num ctrl 1749.461308199642 3 control
+tumor_num ctrl 705.2811803647304 4 control
+tumor_num ctrl 416.469455817074 4 control
+tumor_num ctrl 496.70391975234486 4 control
+tumor_num ctrl 1499.550966893223 4 control
+tumor_num ctrl 1357.8136182136711 4 control
+tumor_num ctrl 1026.0423760760882 4 control
+tumor_num ctrl 1531.6539940728533 4 control
+tumor_num ctrl 1700.1226867227788 4 control
+tumor_num ctrl 1470.1280053147707 4 control
+tumor_num ctrl 1876.6258001727879 4 control
\ No newline at end of file
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/model.xml b/Benchmark-Models/Liu_IFACPapersOnLine2025/model.xml
new file mode 100644
index 0000000..8c0c354
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/model.xml
@@ -0,0 +1,375 @@
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diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/observables.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/observables.tsv
new file mode 100644
index 0000000..4eb16b2
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/observables.tsv
@@ -0,0 +1,2 @@
+observableId observableName observableFormula noiseFormula noiseDistribution observableTransformation
+tumor_num tumor_number U + I_1 + I_2 + I_3 + I_4 + I_5 sqrt(sigma_a^2 + (sigma_b * (U + I_1 + I_2 + I_3 + I_4 + I_5))^2) normal lin
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/parameters.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/parameters.tsv
new file mode 100644
index 0000000..6ea78c0
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/parameters.tsv
@@ -0,0 +1,10 @@
+parameterId parameterName parameterScale lowerBound upperBound nominalValue estimate
+rho rho log10 0.42 1.66 1.3719998890173604 1
+kappa kappa log10 100.0 100000.0 1138.1028737412514 1
+psi psi log10 1e-10 0.01 3.0451973420634607e-09 1
+phi phi log10 1e-08 100000000.0 2.9021941106845426 1
+beta beta log10 1.0 10000.0 1.0541567420359819 1
+alpha alpha log10 0.0001 1000.0 2.9016154167675983 1
+delta delta log10 0.01 100.0 0.37236432467696445 1
+sigma_a sigma_a log10 10.0 100000.0 166.4831321759065 1
+sigma_b sigma_b log10 0.0001 100.0 0.35929982754367545 1
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/simulatedData_Liu_IFACPapersOnLine2025.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/simulatedData_Liu_IFACPapersOnLine2025.tsv
new file mode 100644
index 0000000..45c9c6f
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/simulatedData_Liu_IFACPapersOnLine2025.tsv
@@ -0,0 +1,101 @@
+observableId simulationConditionId simulation time datasetId
+tumor_num ctrl 775.2977296644885 0 control
+tumor_num ctrl 775.2977296644885 0 control
+tumor_num ctrl 775.2977296644885 0 control
+tumor_num ctrl 775.2977296644885 0 control
+tumor_num ctrl 775.2977296644885 0 control
+tumor_num ctrl 775.2977296644885 0 control
+tumor_num ctrl 775.2977296644885 0 control
+tumor_num ctrl 775.2977296644885 0 control
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+tumor_num ctrl 1017.3684154380732 1 control
+tumor_num ctrl 1017.3684154380732 1 control
+tumor_num ctrl 1017.3684154380732 1 control
+tumor_num ctrl 1017.3684154380732 1 control
+tumor_num ctrl 1017.3684154380732 1 control
+tumor_num ctrl 1017.3684154380732 1 control
+tumor_num ctrl 1017.3684154380732 1 control
+tumor_num ctrl 1017.3684154380732 1 control
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+tumor_num ctrl 1104.8519276179647 2 control
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+tumor_num ctrl 1104.8519276179647 2 control
+tumor_num ctrl 1104.8519276179647 2 control
+tumor_num ctrl 1104.8519276179647 2 control
+tumor_num ctrl 1104.8519276179647 2 control
+tumor_num ctrl 1104.8519276179647 2 control
+tumor_num ctrl 1104.8519276179647 2 control
+tumor_num ctrl 1104.8519276179647 2 control
+tumor_num ctrl 1104.8519276179647 2 control
+tumor_num ctrl 1129.4824924755844 3 control
+tumor_num ctrl 1129.4824924755844 3 control
+tumor_num ctrl 1129.4824924755844 3 control
+tumor_num ctrl 1129.4824924755844 3 control
+tumor_num ctrl 1129.4824924755844 3 control
+tumor_num ctrl 1129.4824924755844 3 control
+tumor_num ctrl 1129.4824924755844 3 control
+tumor_num ctrl 1129.4824924755844 3 control
+tumor_num ctrl 1129.4824924755844 3 control
+tumor_num ctrl 1129.4824924755844 3 control
+tumor_num ctrl 1135.9041895344703 4 control
+tumor_num ctrl 1135.9041895344703 4 control
+tumor_num ctrl 1135.9041895344703 4 control
+tumor_num ctrl 1135.9041895344703 4 control
+tumor_num ctrl 1135.9041895344703 4 control
+tumor_num ctrl 1135.9041895344703 4 control
+tumor_num ctrl 1135.9041895344703 4 control
+tumor_num ctrl 1135.9041895344703 4 control
+tumor_num ctrl 1135.9041895344703 4 control
+tumor_num ctrl 1135.9041895344703 4 control
+tumor_num vvDD 775.2977296644885 0 virus
+tumor_num vvDD 775.2977296644885 0 virus
+tumor_num vvDD 775.2977296644885 0 virus
+tumor_num vvDD 775.2977296644885 0 virus
+tumor_num vvDD 775.2977296644885 0 virus
+tumor_num vvDD 775.2977296644885 0 virus
+tumor_num vvDD 775.2977296644885 0 virus
+tumor_num vvDD 775.2977296644885 0 virus
+tumor_num vvDD 775.2977296644885 0 virus
+tumor_num vvDD 775.2977296644885 0 virus
+tumor_num vvDD 956.1071181150951 1 virus
+tumor_num vvDD 956.1071181150951 1 virus
+tumor_num vvDD 956.1071181150951 1 virus
+tumor_num vvDD 956.1071181150951 1 virus
+tumor_num vvDD 956.1071181150951 1 virus
+tumor_num vvDD 956.1071181150951 1 virus
+tumor_num vvDD 956.1071181150951 1 virus
+tumor_num vvDD 956.1071181150951 1 virus
+tumor_num vvDD 956.1071181150951 1 virus
+tumor_num vvDD 956.1071181150951 1 virus
+tumor_num vvDD 709.9529215779593 2 virus
+tumor_num vvDD 709.9529215779593 2 virus
+tumor_num vvDD 709.9529215779593 2 virus
+tumor_num vvDD 709.9529215779593 2 virus
+tumor_num vvDD 709.9529215779593 2 virus
+tumor_num vvDD 709.9529215779593 2 virus
+tumor_num vvDD 709.9529215779593 2 virus
+tumor_num vvDD 709.9529215779593 2 virus
+tumor_num vvDD 709.9529215779593 2 virus
+tumor_num vvDD 709.9529215779593 2 virus
+tumor_num vvDD 433.3851417515748 3 virus
+tumor_num vvDD 433.3851417515748 3 virus
+tumor_num vvDD 433.3851417515748 3 virus
+tumor_num vvDD 433.3851417515748 3 virus
+tumor_num vvDD 433.3851417515748 3 virus
+tumor_num vvDD 433.3851417515748 3 virus
+tumor_num vvDD 433.3851417515748 3 virus
+tumor_num vvDD 433.3851417515748 3 virus
+tumor_num vvDD 433.3851417515748 3 virus
+tumor_num vvDD 433.3851417515748 3 virus
+tumor_num vvDD 264.52757975472423 4 virus
+tumor_num vvDD 264.52757975472423 4 virus
+tumor_num vvDD 264.52757975472423 4 virus
+tumor_num vvDD 264.52757975472423 4 virus
+tumor_num vvDD 264.52757975472423 4 virus
+tumor_num vvDD 264.52757975472423 4 virus
+tumor_num vvDD 264.52757975472423 4 virus
+tumor_num vvDD 264.52757975472423 4 virus
+tumor_num vvDD 264.52757975472423 4 virus
+tumor_num vvDD 264.52757975472423 4 virus
diff --git a/Benchmark-Models/Liu_IFACPapersOnLine2025/visualization.tsv b/Benchmark-Models/Liu_IFACPapersOnLine2025/visualization.tsv
new file mode 100644
index 0000000..e68ee52
--- /dev/null
+++ b/Benchmark-Models/Liu_IFACPapersOnLine2025/visualization.tsv
@@ -0,0 +1,3 @@
+plotId PlotTypeData xValues xOffset xLabel yValues yLabel datasetId legendEntry Color
+Fig4b MeanAndSD time 3 Time [Days] tumor_num Tumor cells [#] control control red
+Fig4b MeanAndSD time 3 Time [Days] tumor_num Tumor cells [#] virus vvDD blue
diff --git a/README.md b/README.md
index a3b6178..716ce6c 100644
--- a/README.md
+++ b/README.md
@@ -29,12 +29,13 @@ A sortable version of the table is available
| [Fiedler_BMCSystBiol2016](Benchmark-Models/Fiedler_BMCSystBiol2016/) | 3 | 22 | 0 | | 0 | 0 | 72 | 2 | normal | | 6 | [\[1\]](http://identifiers.org/doi/10.1186/s12918-016-0319-7) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Fiedler_BMCSystBiol2016/model_Fiedler_BMCSystBiol2016.xml) |
| [Froehlich_CellSystems2018](Benchmark-Models/Froehlich_CellSystems2018/) | 9169 | 4231 | 0 | | 0 | 9169 | 9169 | 1 | normal | | 1396 | [\[1\]](http://identifiers.org/doi/10.1016/j.cels.2018.10.013) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Froehlich_CellSystems2018/model_Froehlich_CellSystems2018.xml) |
| [Fujita_SciSignal2010](Benchmark-Models/Fujita_SciSignal2010/) | 6 | 19 | 0 | ✓ | 0 | 0 | 144 | 3 | normal | | 9 | [\[1\]](http://identifiers.org/doi/10.1126/scisignal.2000810) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Fujita_SciSignal2010/model_Fujita_SciSignal2010.xml) |
-| [Giordano_Nature2020](Benchmark-Models/Giordano_Nature2020/) | 1 | 50 | 0 | ✓ | 0 | 0 | 313 | 7 | normal | | 13 | [\[1\]](http://identifiers.org/pubmed/32322102) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Giordano_Nature2020/Giordano_Nature2020_model.xml) |
+| [Giordano_Nature2020](Benchmark-Models/Giordano_Nature2020/) | 1 | 50 | 0 | ✓ | 0 | 0 | 313 | 7 | normal | | 13 | [\[1\]](http://identifiers.org/pubmed/32322102) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Giordano_Nature2020/model_Giordano_Nature2020.xml) |
| [Isensee_JCB2018](Benchmark-Models/Isensee_JCB2018/) | 123 | 46 | 0 | ✓ | 1 | 0 | 687 | 3 | normal | parameterScaleNormal | 25 | [\[1\]](http://identifiers.org/doi/10.1083/jcb.201708053) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Isensee_JCB2018/model_Isensee_JCB2018.xml) |
| [Lang_PLOSComputBiol2024](Benchmark-Models/Lang_PLOSComputBiol2024/) | 1 | 294 | 0 | | 0 | 0 | 9600 | 16 | normal | laplace; uniform | 124 | [\[1\]](http://identifiers.org/doi/10.1371/journal.pcbi.1011151) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Lang_PLOSComputBiol2024/model_Lang_PLOSComputBiol2024.xml) |
| [Laske_PLOSComputBiol2019](Benchmark-Models/Laske_PLOSComputBiol2019/) | 3 | 13 | 0 | | 0 | 0 | 42 | 13 | normal; log-normal | | 41 | [\[1\]](http://identifiers.org/biomodels.db/BIOMD0000000463) [\[2\]](http://identifiers.org/biomodels.db/MODEL1307270000) [\[3\]](http://identifiers.org/doi/10.1371/journal.pcbi.1006944) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Laske_PLOSComputBiol2019/model_Laske_PLOSComputBiol2019.xml) |
+| [Liu_IFACPapersOnLine2025](Benchmark-Models/Liu_IFACPapersOnLine2025/) | 2 | 9 | 1 | ✓ | 0 | 0 | 100 | 1 | normal | | 0 | [\[1\]](http://identifiers.org/doi/10.1016/j.ifacol.2025.07.160) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Liu_IFACPapersOnLine2025/model.xml) |
| [Lucarelli_CellSystems2018](Benchmark-Models/Lucarelli_CellSystems2018/) | 16 | 84 | 0 | | 0 | 0 | 1755 | 65 | normal; log10-normal | | 33 | [\[1\]](http://identifiers.org/doi/10.1016/j.cels.2017.11.010) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Lucarelli_CellSystems2018/model_Lucarelli_CellSystems2018.xml) |
-| [Okuonghae_ChaosSolitonsFractals2020](Benchmark-Models/Okuonghae_ChaosSolitonsFractals2020/) | 1 | 16 | 0 | | 0 | 0 | 92 | 2 | normal | | 9 | [\[1\]](http://identifiers.org/doi/10.1016/j.chaos.2020.110032) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Okuonghae_ChaosSolitonsFractals2020/Okuonghae_ChaosSolitonsFractals2020_model.xml) |
+| [Okuonghae_ChaosSolitonsFractals2020](Benchmark-Models/Okuonghae_ChaosSolitonsFractals2020/) | 1 | 16 | 0 | | 0 | 0 | 92 | 2 | normal | | 9 | [\[1\]](http://identifiers.org/doi/10.1016/j.chaos.2020.110032) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Okuonghae_ChaosSolitonsFractals2020/model_Okuonghae_ChaosSolitonsFractals2020.xml) |
| [Oliveira_NatCommun2021](Benchmark-Models/Oliveira_NatCommun2021/) | 1 | 12 | 0 | ✓ | 0 | 0 | 120 | 2 | normal | | 9 | [\[1\]](http://identifiers.org/doi/10.1038/s41467-020-19798-3) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Oliveira_NatCommun2021/Oliveira_NatCommun2021_model.xml) |
| [Perelson_Science1996](Benchmark-Models/Perelson_Science1996/) | 1 | 3 | 0 | | 0 | 0 | 16 | 1 | log10-normal | | 4 | [\[1\]](http://identifiers.org/doi/10.1126/science.271.5255.1582) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Perelson_Science1996/model_Perelson_Science1996.xml) |
| [Rahman_MBS2016](Benchmark-Models/Rahman_MBS2016/) | 1 | 9 | 0 | | 0 | 0 | 23 | 1 | normal | | 7 | [\[1\]](http://identifiers.org/doi/10.1016/j.mbs.2016.07.009) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Rahman_MBS2016/model_Rahman_MBS2016.xml) |
@@ -45,8 +46,8 @@ A sortable version of the table is available
| [Smith_BMCSystBiol2013](Benchmark-Models/Smith_BMCSystBiol2013/) | 35 | 25 | 3 | ✓ | 0 | 0 | 62 | 9 | normal | | 133 | [\[1\]](http://identifiers.org/doi/10.1186/1752-0509-7-41) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Smith_BMCSystBiol2013/model_Smith_BMCSystBiol2013.xml) |
| [Sneyd_PNAS2002](Benchmark-Models/Sneyd_PNAS2002/) | 9 | 15 | 0 | | 0 | 0 | 135 | 1 | normal | | 6 | [\[1\]](http://identifiers.org/doi/10.1073/pnas.032281999) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Sneyd_PNAS2002/model_Sneyd_PNAS2002.xml) |
| [Weber_BMC2015](Benchmark-Models/Weber_BMC2015/) | 2 | 36 | 0 | ✓ | 1 | 0 | 135 | 8 | normal | | 7 | [\[1\]](http://identifiers.org/doi/10.1186/s12918-015-0147-1) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Weber_BMC2015/model_Weber_BMC2015.xml) |
-| [Zhao_QuantBiol2020](Benchmark-Models/Zhao_QuantBiol2020/) | 7 | 28 | 0 | | 0 | 0 | 82 | 1 | normal | | 5 | [\[1\]](http://identifiers.org/pubmed/32219006) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Zhao_QuantBiol2020/SBML_Zhao_QuantBiol2020.xml) |
-| [Zheng_PNAS2012](Benchmark-Models/Zheng_PNAS2012/) | 1 | 46 | 0 | | 1 | 0 | 60 | 15 | normal | | 15 | [\[1\]](http://identifiers.org/doi/10.1073/pnas.1201240109) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Zheng_PNAS2012/model_Zheng_PNAS2012.xml) |
+| [Zhao_QuantBiol2020](Benchmark-Models/Zhao_QuantBiol2020/) | 7 | 28 | 0 | | 0 | 0 | 82 | 1 | normal | | 5 | [\[1\]](http://identifiers.org/pubmed/32219006) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Zhao_QuantBiol2020/model_Zhao_QuantBiol2020.xml) |
+| [Zheng_PNAS2012](Benchmark-Models/Zheng_PNAS2012/) | 1 | 46 | 0 | | 1 | 0 | 60 | 15 | normal | | 15 | [\[1\]](http://identifiers.org/doi/10.1073/pnas.1205707109) | [\[1\]](https://sbml4humans.de/model_url?url=https://raw.githubusercontent.com/Benchmarking-Initiative/Benchmark-Models-PEtab/master/Benchmark-Models/Zheng_PNAS2012/model_Zheng_PNAS2012.xml) |
## License