2 papers
stat.ML2025
RAPTOR-GEN: RApid PosTeriOR GENerator for Bayesian Learning in Biomanufacturing
Wandi Xu, Wei Xie
Biopharmaceutical manufacturing is vital to public health but lacks the agility for rapid, on-demand production of biotherapeutics due to the complexity and variability of bioproce…
stat.ML2024
Linear Noise Approximation Assisted Bayesian Inference on Mechanistic Model of Partially Observed Stochastic Reaction Network
Wandi Xu, Wei Xie
To support mechanism online learning and facilitate digital twin development for biomanufacturing processes, this paper develops an efficient Bayesian inference approach for partia…