Comprehensive review of models and methods for inferences in bio-chemical reaction networks
The key processes in biological and chemical systems are described by networks of
chemical reactions. From molecular biology to biotechnology applications, computational …
chemical reactions. From molecular biology to biotechnology applications, computational …
Variational Bayesian inference of hidden stochastic processes with unknown parameters
Estimating hidden processes from non-linear noisy observations is particularly difficult when
the parameters of these processes are not known. This paper adopts a machine learning …
the parameters of these processes are not known. This paper adopts a machine learning …