Henry D. I. Abarbanel

◀ ▶ joint publications with Stephen G. Penny

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Publications

2023
[i9]
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  - journals/corr/abs-2304-12865
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Jason A. Platt, Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Henry D. I. Abarbanel:
Constraining Chaos: Enforcing dynamical invariants in the training of recurrent neural networks. CoRR abs/2304.12865 (2023)
2022
[j33]
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  - journals/nn/PlattPSCA22
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Jason A. Platt, Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Henry D. I. Abarbanel:
A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics. Neural Networks 153: 530-552 (2022)
[i8]
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  - journals/corr/abs-2201-08910
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Jason A. Platt, Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Henry D. I. Abarbanel:
A Systematic Exploration of Reservoir Computing for Forecasting Complex Spatiotemporal Dynamics. CoRR abs/2201.08910 (2022)
2021
[i7]
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  - journals/corr/abs-2102-08930
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Jason A. Platt, Adrian S. Wong, Randall Clark, Stephen G. Penny, Henry D. I. Abarbanel:
Forecasting Using Reservoir Computing: The Role of Generalized Synchronization. CoRR abs/2102.08930 (2021)
[i6]
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  - journals/corr/abs-2109-12269
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Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Jason A. Platt, Hsin-Yi Lin, Michael Goodliff, Henry D. I. Abarbanel:
Integrating Recurrent Neural Networks with Data Assimilation for Scalable Data-Driven State Estimation. CoRR abs/2109.12269 (2021)

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