PyBioNetFit is demonstrated to formalize qualitative observations from a 2013 signaling study and combine them with quantitative data to parameterize an ODE model while enabling uncertainty quantification that was absent in prior manual tuning.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
q-bio.QM 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Using PyBioNetFit to Leverage Qualitative and Quantitative Data in Biological Model Parameterization and Uncertainty Quantification
PyBioNetFit is demonstrated to formalize qualitative observations from a 2013 signaling study and combine them with quantitative data to parameterize an ODE model while enabling uncertainty quantification that was absent in prior manual tuning.