| 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 | 17 | 2022 |
| Robust forecasting using predictive generalized synchronization in reservoir computing<? A3B2 show [editpick]?> JA Platt, A Wong, R Clark, SG Penny, HDI Abarbanel Chaos: An Interdisciplinary Journal of Nonlinear Science 31 (12), 123118, 2021 | 17* | 2021 |
| 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 | 12 | 2018 |
| 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 | 10 | 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 | 9 | 2022 |
| 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 | 5 | 2018 |
| 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 | 4 | 2017 |
| Reduced-Dimension, Biophysical Neuron Models Constructed From Observed Data R Clark, L Fuller, JA Platt, HDI Abarbanel Neural Computation 34 (7), 1545-1587, 2022 | 2 | 2022 |
| Temporal Subsampling Diminishes Small Spatial Scales in Recurrent Neural Network Emulators of Geophysical Turbulence TA Smith, SG Penny, JA Platt, TC Chen arXiv preprint arXiv:2305.00100, 2023 | | 2023 |
| Constraining Chaos: Enforcing dynamical invariants in the training of recurrent neural networks JA Platt, SG Penny, TA Smith, TC Chen, HDI Abarbanel arXiv preprint arXiv:2304.12865, 2023 | | 2023 |
| 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 |
| 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 | | 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 |
Henry AbarbanelProfessor of Physics, UCSDVerified email at ucsd.edu
