Jason A. Platt

According to our database, Jason A. Platt authored at least 11 papers between 2018 and 2024.

Collaborative distances:

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

2024

xesn: Echo state networks powered by Xarray and Dask.

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

J. Open Source Softw., 2024

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