Search Results for author: Mitchell Daneker

Found 1 papers, 1 papers with code

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

2 code implementations3 Feb 2022 Mitchell Daneker, Zhen Zhang, George Em Karniadakis, Lu Lu

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 noisy and sparse measurements.

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