Ameya D. Jagtap

Available identifiers

zbMath Open jagtap.ameya-dMaRDI QIDQ722971

List of research outcomes

Publication	Date of Publication	Type
Learning stiff chemical kinetics using extended deep neural operators	2024-01-29	Paper
A unified scalable framework for causal sweeping strategies for physics-informed neural networks (PINNs) and their temporal decompositions	2023-10-10	Paper
When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization?	2022-10-21	Paper
Physics-informed neural networks for inverse problems in supersonic flows	2022-07-21	Paper
Parallel physics-informed neural networks via domain decomposition	2022-04-29	Paper
Physics-informed neural networks for inverse problems in supersonic flows	2022-02-23	Paper
Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations	2021-11-02	Paper
Locally adaptive activation functions with slope recovery for deep and physics-informed neural networks	2021-10-29	Paper
Kinetic theory based multi-level adaptive finite difference WENO schemes for compressible Euler equations	2021-03-26	Paper
https://portal.mardi4nfdi.de/entity/Q4964291	2021-02-25	Paper
Adaptive activation functions accelerate convergence in deep and physics-informed neural networks	2021-01-28	Paper
On spatio-temporal dynamics of sine-Gordon soliton in nonlinear non-homogeneous media using fully implicit spectral element scheme	2021-01-07	Paper
Higher order scheme for two-dimensional inhomogeneous sine-Gordon equation with impulsive forcing	2020-10-23	Paper
Method of relaxed streamline upwinding for hyperbolic conservation laws	2020-06-23	Paper
Revisiting the inhomogeneously driven sine-Gordon equation	2020-06-18	Paper
Conservative physics-informed neural networks on discrete domains for conservation laws: applications to forward and inverse problems	2020-05-28	Paper
Physics-informed neural networks for high-speed flows	2020-04-29	Paper
Higher order spectral element scheme for two- and three-dimensional Cahn-Hilliard equation	2018-10-05	Paper
Perturbed soliton and director deformation in a ferronematic liquid crystal	2018-07-30	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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MaRDI profile type	MaRDI person profile
instance of	human

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