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 | 45 | 2022 |
The Arctic Subpolar Gyre sTate Estimate: Description and Assessment of a Data‐Constrained, Dynamically Consistent Ocean‐Sea Ice Estimate for 2002–2017 AT Nguyen, H Pillar, V Ocaña, A Bigdeli, TA Smith, P Heimbach Journal of Advances in Modeling Earth Systems 13 (5), e2020MS002398, 2021 | 39 | 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 | 35 | 2022 |
Atmospheric origins of variability in the South Atlantic meridional overturning circulation T Smith, P Heimbach Journal of Climate 32 (5), 1483-1500, 2019 | 22 | 2019 |
Potential for rooftop photovoltaics in Tokyo to replace nuclear capacity BL Stoll, TA Smith, MR Deinert Environmental Research Letters 8 (1), 014042, 2013 | 22 | 2013 |
Terrestrial evaporation and global climate: lessons from Northland, a planet with a hemispheric continent MM Laguë, M Pietschnig, S Ragen, TA Smith, DS Battisti Journal of Climate 34 (6), 2253-2276, 2021 | 14 | 2021 |
Bathymetric Influences on Antarctic Ice‐Shelf Melt Rates DN Goldberg, TA Smith, SHK Narayanan, P Heimbach, M Morlighem Journal of Geophysical Research: Oceans 125 (11), e2020JC016370, 2020 | 14 | 2020 |
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 | 4 | 2023 |
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 | 2 | 2022 |
Comparison of actinide production in traveling wave and pressurized water reactors AG Osborne, TA Smith, MR Deinert Proceedings of GLOBAL 2013: International Nuclear Fuel Cycle Conference …, 2013 | 1 | 2013 |
Uncertainty quantification of ocean driven melting under the Pine Island ice shelf TA Smith | | 2021 |
Contrasting sources of variability in subtropical and subpolar Atlantic overturning Y Kostov, HL Johnson, DP Marshall, G Forget, P Heimbach, NP Holliday, ... EGU General Assembly Conference Abstracts, 5894, 2020 | | 2020 |
Photovoltaic cost reduction powered by nuclear spending T Smith, M Deinert APS April Meeting Abstracts 2013, Q15. 008, 2013 | | 2013 |