Ashesh Chattopadhyay

Physics-informed machine learning: case studies for weather and climate modelling

Karthik Kashinath, Mohamed Elhafiz Mustafa, Adrian Albert et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 582 citations

FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators

Jaideep Pathak, Shashank Subramanian, Peter Harrington et al. · arXiv (Cornell University) · 2022 · 436 citations · Full text

Hydrological Prediction, Engineering, Weather Forecasting +22

Analog Forecasting of Extreme‐Causing Weather Patterns Using Deep Learning

Ashesh Chattopadhyay, Ebrahim Nabizadeh, Pedram Hassanzadeh · Journal of Advances in Modeling Earth Systems · 2020 · 195 citations · Full text

Predicting clustered weather patterns: A test case for applications of convolutional neural networks to spatio-temporal climate data

Ashesh Chattopadhyay, Pedram Hassanzadeh, Saba Pasha · Scientific Reports · 2020 · 194 citations · Full text

Stable a posteriori LES of 2D turbulence using convolutional neural networks: Backscattering analysis and generalization to higher Re via transfer learning

Yifei Guan, Ashesh Chattopadhyay, Adam Subel et al. · Journal of Computational Physics · 2022 · 94 citations · Full text

Engineering, Aerospace Engineering, Fluid Mechanics +8