Jason A. Platt

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
xesn: Echo state networks powered by Xarray and Dask.
J. Open Source Softw.
Timothy A. Smith, Stephen G. Penny, Jason A. Platt, Tse-Chun Chen
2023 J jnl
Constraining Chaos: Enforcing dynamical invariants in the training of recurrent neural networks.
CoRR
Jason A. Platt, Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Henry D. I. Abarbanel
2023 J jnl
Temporal Subsampling Diminishes Small Spatial Scales in Recurrent Neural Network Emulators of Geophysical Turbulence.
CoRR
Timothy A. Smith, Stephen G. Penny, Jason A. Platt, Tse-Chun Chen
2022 J jnl
'Next Generation' Reservoir Computing: an Empirical Data-Driven Expression of Dynamical Equations in Time-Stepping Form.
CoRR
Tse-Chun Chen, Stephen G. Penny, Timothy A. Smith, Jason A. Platt
2022 J jnl
A Systematic Exploration of Reservoir Computing for Forecasting Complex Spatiotemporal Dynamics.
CoRR
Jason A. Platt, Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Henry D. I. Abarbanel
2022 J jnl
A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics.
Neural Networks
Jason A. Platt, Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Henry D. I. Abarbanel
2022 J jnl
Reduced-Dimension, Biophysical Neuron Models Constructed From Observed Data.
Neural Comput.
Randall Clark, Lawson Fuller, Jason A. Platt, Henry D. I. Abarbanel
2021 J jnl
Forecasting Using Reservoir Computing: The Role of Generalized Synchronization.
CoRR
Jason A. Platt, Adrian S. Wong, Randall Clark, Stephen G. Penny, Henry D. I. Abarbanel
2021 J jnl
Integrating Recurrent Neural Networks with Data Assimilation for Scalable Data-Driven State Estimation.
CoRR
Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Jason A. Platt, Hsin-Yi Lin, Michael Goodliff, Henry D. I. Abarbanel
2019 J jnl
Machine Learning Classification Informed by a Functional Biophysical System.
CoRR
Jason A. Platt, Anna Miller, Henry D. I. Abarbanel
2018 J jnl
Optimal Operation of a Plug-In Hybrid Vehicle.
IEEE Trans. Veh. Technol.
Jason A. Platt, Nicholas Moehle, John D. Fox, William J. Dally
2018 J jnl
Statistical Data Assimilation: Formulation and Examples From Neurobiology.
Frontiers Appl. Math. Stat.
Anna Miller, Dawei Li, Jason A. Platt, Arij Daou, Daniel Margoliash, Henry D. I. Abarbanel