Search Results for author: Nazanin Ahmadi Daryakenari

Found 1 papers, 1 papers with code

AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification

1 code implementation29 Sep 2023 Nazanin Ahmadi Daryakenari, Mario De Florio, Khemraj Shukla, George Em Karniadakis

The proposed framework -- named AI-Aristotle -- combines eXtreme Theory of Functional Connections (X-TFC) domain-decomposition and Physics-Informed Neural Networks (PINNs) with symbolic regression (SR) techniques for parameter discovery and gray-box identification.

regression Symbolic Regression

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