Jaideep Pathak
Impact in
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- Model Reduction and Neural Networks
- Chaos control and synchronization
- Artificial Intelligence top 1%
- Neural Networks and Reservoir Computing
- Neural Networks and Applications
Papers in
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- Neural Networks and Reservoir Computing 7
- Neural Networks and Applications 5
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- Meteorological Phenomena and Simulations 6
- Cryospheric studies and observations 1
- Co-authors
- Edward Ott (7 shared papers)Brian R. Hunt (6 shared papers)Michelle Girvan (4 shared papers)Zhixin Lu (3 shared papers)Roger W. Brockett (1 shared paper)Istvan Szunyogh (2 shared papers)Peter Harrington (2 shared papers)Thorsten Kurth (3 shared papers)
- Journals
- Chaos An Interdisciplinary Journal of Nonlinear Science (2 papers)Geophysical Research Letters (2 papers)Physical Review Letters (1 paper)Journal of Advances in Modeling Earth Systems (1 paper)Communications Earth & Environment (1 paper)
- Partner nations
- United StatesSwitzerlandTaiwan
In The Last Decade
Jaideep Pathak
12 papers receiving 1.8k citations
Jaideep Pathak's Hit Papers
Peers
Comparison fields: 5 of 86
- Statistical and Nonlinear Physics 661
- Artificial Intelligence 1.2k
- Cognitive Neuroscience 319
- Atmospheric Science 299
- Computer Networks and Communications 281
Countries citing papers authored by Jaideep Pathak
This map shows the geographic impact of Jaideep Pathak's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jaideep Pathak with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jaideep Pathak more than expected).
Fields of papers citing papers by Jaideep Pathak
This network shows the impact of papers produced by Jaideep Pathak. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jaideep Pathak. The network helps show where Jaideep Pathak may publish in the future.
Co-authors
The 25 scholars most cited alongside Jaideep Pathak, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach Hit paper breakdown → | 2018 | 833 |
| 2 | Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data Hit paper breakdown → | 2017 | 436 |
| 3 | 2017 | 244 | |
| 4 | FourCastNet: Accelerating Global High-Resolution Weather Forecasting Using Adaptive Fourier Neural Operators Hit paper breakdown → | 2023 | 113 |
| 5 | 2020 | 101 | |
| 6 | 2022 | 46 | |
| 7 | Residual corrective diffusion modeling for km-scale atmospheric downscaling Hit paper breakdown → | 2025 | 20 |
| 8 | Forecasting of Spatio-temporal Chaotic Dynamics with Recurrent Neural Networks: a comparative study of Reservoir Computing and Backpropagation Algorithms | 2019 | 12 |
| 9 | 2025 | 9 | |
| 10 | 2023 | 4 | |
| 11 | 2021 | 2 | |
| 12 | ML-PDE: A Framework for a Machine Learning Enhanced PDE Solver | 2021 | 1 |
About Jaideep Pathak
Jaideep Pathak is a scholar working on Artificial Intelligence, Atmospheric Science, Statistical and Nonlinear Physics, Global and Planetary Change and Environmental Engineering, having authored 12 papers that have together received 1.8k indexed citations. Recurring topics across this work include Neural Networks and Reservoir Computing (7 papers), Meteorological Phenomena and Simulations (6 papers), Neural Networks and Applications (5 papers), Climate variability and models (4 papers), Model Reduction and Neural Networks (4 papers), Hydrological Forecasting Using AI (2 papers), Cryospheric studies and observations (1 paper) and Chaos control and synchronization (1 paper). The work is most often cited by research in Statistical and Nonlinear Physics (661 citations), Artificial Intelligence (1.2k citations), Cognitive Neuroscience (319 citations), Atmospheric Science (299 citations) and Computer Networks and Communications (281 citations). Jaideep Pathak has collaborated with scholars based in United States, Switzerland and Taiwan. Frequent co-authors include Edward Ott, Brian R. Hunt, Michelle Girvan, Zhixin Lu, Roger W. Brockett, Istvan Szunyogh, Peter Harrington, Thorsten Kurth, Karthik Kashinath and Morteza Mardani. Their work appears in journals such as Chaos An Interdisciplinary Journal of Nonlinear Science, Geophysical Research Letters, Physical Review Letters, Journal of Advances in Modeling Earth Systems and Communications Earth & Environment.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.