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Jason A. Platt
Jason A. Platt
Graduate Student of Physics, University of California-San Diego
Verified email at ucsd.edu
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Cited by
Year
Integrating recurrent neural networks with data assimilation for scalable data‐driven state estimation
SG Penny, TA Smith, TC Chen, JA Platt, HY Lin, M Goodliff, ...
Journal of Advances in Modeling Earth Systems 14 (3), e2021MS002843, 2022
322022
Robust forecasting using predictive generalized synchronization in reservoir computing
JA Platt, A Wong, R Clark, SG Penny, HDI Abarbanel
Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (12), 2021
30*2021
A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics
JA Platt, SG Penny, TA Smith, TC Chen, HDI Abarbanel
Neural Networks 153, 530-552, 2022
182022
Natural and experimental constraints on a flow law for dislocation‐dominated creep in wet quartz
ADJ Lusk, JP Platt, JA Platt
Journal of Geophysical Research: Solid Earth 126 (5), e2020JB021302, 2021
182021
Optimal operation of a plug-in hybrid vehicle
J Platt, N Moehle, JD Fox, W Dally
IEEE Transactions on Vehicular Technology 67 (11), 10366-10377, 2018
152018
Reduced-dimension, biophysical neuron models constructed from observed data
R Clark, L Fuller, JA Platt, HDI Abarbanel
Neural Computation 34 (7), 1545-1587, 2022
102022
Constraining chaos: Enforcing dynamical invariants in the training of reservoir computers
JA Platt, SG Penny, TA Smith, TC Chen, HDI Abarbanel
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (10), 2023
5*2023
Statistical data assimilation: Formulation and examples from Neurobiology
A Miller, D Li, J Platt, A Daou, D Margoliash, HDI Abarbanel
Frontiers in Applied Mathematics and Statistics 4, 53, 2018
52018
Equalizer design techniques for dispersive cables with application to the SPS wideband kicker
J Platt, W Hofle, K Pollock, J Fox
Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2017
52017
Temporal subsampling diminishes small spatial scales in recurrent neural network emulators of geophysical turbulence
TA Smith, SG Penny, JA Platt, TC Chen
Journal of Advances in Modeling Earth Systems 15 (12), e2023MS003792, 2023
22023
Next Generation'Reservoir Computing: an Empirical Data-Driven Expression of Dynamical Equations in Time-Stepping Form
TC Chen, SG Penny, TA Smith, JA Platt
arXiv preprint arXiv:2201.05193, 2022
22022
Recurrent Neural Network Emulation for High Resolution Sea Surface Forecasts
T Smith, SG Penny, TC Chen, J Platt
AGU Fall Meeting Abstracts 2022, NG42B-0404, 2022
2022
A Study in Synchrony: Forecasting Complex Systems
JA Platt
University of California, San Diego, 2022
2022
Machine Learning Classification Informed by a Functional Biophysical System
JA Platt, A Miller, L Fuller, HDI Abarbanel
arXiv preprint arXiv:1911.08589, 2019
2019
Quantitative Characterization of Neuromorphic Neural Circuits
J Platt, J Wang, H Abarbanel, G Cauwenberghs
APS March Meeting Abstracts 2019, P67. 012, 2019
2019
Use of Convex Optimization to Increase Energy Efficiency of Plug-in Hybrid Vehicles
J Fox, J Platt, N Moehle
APS March Meeting Abstracts 2018, G60. 329, 2018
2018
Finite Element Modelling of the Apollo Heat Flow Experiments
J Platt, MA Siegler, J Williams
AGU Fall Meeting Abstracts 2013, P43C-2017, 2013
2013
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