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)

Optimal Operation of a Plug-In Hybrid Vehicle. - Jason A. Platt; Nicholas Moehle; John D. Fox; William J. Dally (IEEE Trans. Veh. Technol., 2018)

Machine Learning Classification Informed by a Functional Biophysical System. - Jason A. Platt; Anna Miller; Henry D. I. Abarbanel (CoRR, 2019)

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)

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)

'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)

Reduced-Dimension, Biophysical Neuron Models Constructed From Observed Data. - Randall Clark; Lawson Fuller; Jason A. Platt; Henry D. I. Abarbanel (Neural Comput., 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)

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)

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)

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)