Systems Biology: Identifiability analysis and parameter identification via systems-biology informed neural networks

Mitchell Daneker, Zhen Zhang, George Em Karniadakis +1

The dynamics of systems biological processes are usually modeled by a system of ordinary differential equations (ODEs) with many unknown parameters that need to be inferred from no…