Physics-informed neural networks and functional interpolation for stiff chemical kinetics.
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DOI: 10.1063/5.0086649
Abstract: This work presents a recently developed approach based on physics-informed neural networks (PINNs) for the solution of initial value problems (IVPs), focusing on stiff chemical kinetic problems with governing equations of stiff ordinary differential equations… read more here.
Keywords: informed neural; neural networks; time; physics ... See more keywords