Jason A. Platt

According to our database, Jason A. Platt authored at least 10 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Temporal Subsampling Diminishes Small Spatial Scales in Recurrent Neural Network Emulators of Geophysical Turbulence.

Timothy A. Smith, Stephen G. Penny, Jason A. Platt, Tse-Chun Chen

CoRR, 2023

Constraining Chaos: Enforcing dynamical invariants in the training of recurrent neural networks.

Jason A. Platt, Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Henry D. I. Abarbanel

CoRR, 2023

2022

A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics.

Jason A. Platt, Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Henry D. I. Abarbanel

Neural Networks, 2022

Reduced-Dimension, Biophysical Neuron Models Constructed From Observed Data.

Randall Clark, Lawson Fuller, Jason A. Platt, Henry D. I. Abarbanel

Neural Comput., 2022

'Next Generation' Reservoir Computing: an Empirical Data-Driven Expression of Dynamical Equations in Time-Stepping Form.

Tse-Chun Chen, Stephen G. Penny, Timothy A. Smith, Jason A. Platt

CoRR, 2022

2021

Integrating Recurrent Neural Networks with Data Assimilation for Scalable Data-Driven State Estimation.

Stephen G. Penny, Timothy A. Smith, Tse-Chun Chen, Jason A. Platt, Hsin-Yi Lin, Michael Goodliff, Henry D. I. Abarbanel

CoRR, 2021

Forecasting Using Reservoir Computing: The Role of Generalized Synchronization.

Jason A. Platt, Adrian S. Wong, Randall Clark, Stephen G. Penny, Henry D. I. Abarbanel

CoRR, 2021

2019

Machine Learning Classification Informed by a Functional Biophysical System.

Jason A. Platt, Anna Miller, Henry D. I. Abarbanel

CoRR, 2019

2018

Optimal Operation of a Plug-In Hybrid Vehicle.

Jason A. Platt, Nicholas Moehle, John D. Fox, William J. Dally

IEEE Trans. Veh. Technol., 2018

Statistical Data Assimilation: Formulation and Examples From Neurobiology.

Anna Miller, Dawei Li, Jason A. Platt, Arij Daou, Daniel Margoliash, Henry D. I. Abarbanel

Frontiers Appl. Math. Stat., 2018