Standout Papers

Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Comp... 2017 2026 2020 2023 713
  1. Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach (2018)
    Jaideep Pathak, Brian R. Hunt et al. Physical Review Letters
  2. Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data (2017)
    Jaideep Pathak, Zhixin Lu et al. Chaos An Interdisciplinary Journal of Nonlinear Science

Immediate Impact

8 from Science/Nature 73 standout
Sub-graph 1 of 23

Citing Papers

A guidance to intelligent metamaterials and metamaterials intelligence
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Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges
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3 intermediate papers

Works of Jaideep Pathak being referenced

Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach
2018 Standout
Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data
2017 Standout

Author Peers

Author Last Decade Papers Cites
Jaideep Pathak 974 226 563 345 9 1.4k
Liangyue Cao 301 40 464 122 17 1.5k
John P. Burg 339 121 227 114 9 1.9k
R.G. Medhurst 85 162 839 216 27 1.8k
P. A. W. Lewis 230 79 201 72 4 1.8k
Wai Wan Tsang 313 73 111 106 13 1.5k
Sebastian Wieczorek 208 116 551 874 70 1.9k
Alistair Mees 352 37 636 61 47 1.4k
Heinz Horner 339 80 140 122 19 1.4k
Charlotte Striebel 610 61 56 98 13 1.4k
Jordi Luque 222 28 424 49 25 1.3k

All Works

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2026