Physics-informed neural networks and functional interpolation for stiff chemical kinetics

DOI10.1063/5.0086649zbMath1542.68178MaRDI QIDQ6565148

Roberto Furfaro, Mario De Florio, Enrico Schiassi

Publication date: 1 July 2024

Published in: Chaos (Search for Journal in Brave)

zbMATH Keywords

interpolationneural networkchemical kinetics

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Nonlinear ordinary differential equations and systems (34A34) Numerical methods for initial value problems involving ordinary differential equations (65L05) Chemical kinetics in thermodynamics and heat transfer (80A30)

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