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PyBioNetFit and the biological property specification language
In systems biology modeling, important steps include model parameterization, uncertainty
quantification, and evaluation of agreement with experimental observations. To help …
quantification, and evaluation of agreement with experimental observations. To help …
Bayesian inference using qualitative observations of underlying continuous variables
Motivation Recent work has demonstrated the feasibility of using non-numerical, qualitative
data to parameterize mathematical models. However, uncertainty quantification (UQ) of such …
data to parameterize mathematical models. However, uncertainty quantification (UQ) of such …
Bayesian uncertainty quantification for systems biology models parameterized using qualitative data
Motivation: Recent work has demonstrated the feasibility of using non-numerical, qualitative
data to parameterize mathematical models. However, uncertainty quantification (UQ) of such …
data to parameterize mathematical models. However, uncertainty quantification (UQ) of such …