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20152023
most citedAdaptive activation functions accelerate convergence in deep and physics-informed neural networks

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physics.chem-ph2023★ 3 cited

Learning stiff chemical kinetics using extended deep neural operators

Somdatta Goswami, Ameya D. Jagtap, Hessam Babaee +2

We utilize neural operators to learn the solution propagator for the challenging chemical kinetics equation. Specifically, we apply the deep operator network (DeepONet) along with…