Khemraj Shukla
Orcid: 0000-0002-2262-7264
According to our database1,
Khemraj Shukla
authored at least 22 papers
between 2019 and 2024.
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Collaborative distances:
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Bibliography
2024
AI-Aristotle: A physics-informed framework for systems biology gray-box identification.
PLoS Comput. Biol., 2024
Neural Networks, 2024
High order entropy stable schemes for the quasi-one-dimensional shallow water and compressible Euler equations.
J. Comput. Phys., 2024
Eng. Appl. Artif. Intell., 2024
NeuroSEM: A hybrid framework for simulating multiphysics problems by coupling PINNs and spectral elements.
CoRR, 2024
A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks.
CoRR, 2024
2023
J. Comput. Phys., 2023
Rethinking materials simulations: Blending direct numerical simulations with neural operators.
CoRR, 2023
CoRR, 2023
Characterization of partial wetting by CMAS droplets using multiphase many-body dissipative particle dynamics and data-driven discovery based on PINNs.
CoRR, 2023
A Framework Based on Symbolic Regression Coupled with eXtended Physics-Informed Neural Networks for Gray-Box Learning of Equations of Motion from Data.
CoRR, 2023
Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils.
CoRR, 2023
2022
A Physics-Informed Neural Network for Quantifying the Microstructural Properties of Polycrystalline Nickel Using Ultrasound Data: A promising approach for solving inverse problems.
IEEE Signal Process. Mag., 2022
Learning two-phase microstructure evolution using neural operators and autoencoder architectures.
CoRR, 2022
2021
J. Comput. Phys., 2021
A high order discontinuous Galerkin method for the symmetric form of the anisotropic viscoelastic wave equation.
Comput. Math. Appl., 2021
2020
A weight-adjusted discontinuous Galerkin method for the poroelastic wave equation: Penalty fluxes and micro-heterogeneities.
J. Comput. Phys., 2020
Physics-informed neural network for ultrasound nondestructive quantification of surface breaking cracks.
CoRR, 2020
2019
Modeling the wave propagation in viscoacoustic media: An efficient spectral approach in time and space domain.
Comput. Geosci., 2019