ABC(SMC) 2: simultaneous inference and model checking of chemical reaction networks

We present an approach that simultaneously infers model parameters while statistically verifying properties of interest to chemical reaction networks, which we observe through data and we model as parametrised continuous-time Markov Chains. The new approach simultaneously integrates learning models...

Full description

Bibliographic Details
Main Authors: Molyneux, GW, Abate, A
Format: Conference item
Language:English
Published: Springer 2020