Concepedia

Jaideep Pathak

JP

Statistics

Publications

17

Citations

3.3K

H-Index

14

Active since

2017

Affiliations

University of Maryland, College Park(Current)

Nvidia (United States)

Lawrence Berkeley National Laboratory

Texas A&M University

Jaideep Pathak is an author at University of Maryland, College Park specializing in natural sciences, machine learning, and earth sciences.

Publications per year

2017–2025

17

Publications

17

Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach

Jaideep Pathak, Brian R. Hunt, Michelle Girvan et al. · Physical Review Letters · 2018 · 1.3K citations

Computing, Computer Science, Dynamical Systems +11

Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data

Jaideep Pathak, Zhixin Lu, Brian R. Hunt et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2017 · 618 citations · Full text

Computing, Autonomous Systems, Computer Science +17

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 · 449 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Reservoir observers: Model-free inference of unmeasured variables in chaotic systems

Zhixin Lu, Jaideep Pathak, Brian R. Hunt et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2017 · 350 citations

Natural Sciences, Mathematics, Systems Engineering +17

FourCastNet: Accelerating Global High-Resolution Weather Forecasting Using Adaptive Fourier Neural Operators

Thorsten Kurth, Shashank Subramanian, Peter Harrington et al. · 2023 · 188 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +9

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