Khemraj Shukla
Brown University(US)
Publications by Year
Research Areas
Model Reduction and Neural Networks, Pulsars and Gravitational Waves Research, Seismic Waves and Analysis, Seismic Imaging and Inversion Techniques, Gamma-ray bursts and supernovae
Most-Cited Works
- → Physics‐Informed Neural Networks (PINNs) for Wave Propagation and Full Waveform Inversions(2022)358 cited
- → Tackling the curse of dimensionality with physics-informed neural networks(2024)134 cited
- → Learning two-phase microstructure evolution using neural operators and autoencoder architectures(2022)130 cited
- → A comprehensive and FAIR comparison between MLP and KAN representations for differential equations and operator networks(2024)125 cited
- → A Physics-Informed Neural Network for Quantifying the Microstructural Properties of Polycrystalline Nickel Using Ultrasound Data: A promising approach for solving inverse problems(2021)111 cited
- → Earthquake hazard zonation of Sikkim Himalaya using a GIS platform(2007)78 cited
- → Deep neural operators as accurate surrogates for shape optimization(2023)74 cited
- → Scalable algorithms for physics-informed neural and graph networks(2022)49 cited
- → AI-Aristotle: A physics-informed framework for systems biology gray-box identification(2024)42 cited
- → Parallel physics-informed neural networks via domain decomposition(2021)32 cited