Takip et
Adam Rupe
Adam Rupe
Diğer adlarAdam T. Rupe
pnnl.gov üzerinde doğrulanmış e-posta adresine sahip
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Koopman operator and its approximations for systems with symmetries
A Salova, J Emenheiser, A Rupe, JP Crutchfield, RM D’Souza
Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (9), 2019
422019
Local causal states and discrete coherent structures
A Rupe, JP Crutchfield
Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (7), 2018
282018
Disco: Physics-based unsupervised discovery of coherent structures in spatiotemporal systems
A Rupe, N Kumar, V Epifanov, K Kashinath, O Pavlyk, F Schlimbach, ...
2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2019
172019
Nonequilibrium statistical mechanics and optimal prediction of partially-observed complex systems
A Rupe, VV Vesselinov, JP Crutchfield
New Journal of Physics 24 (10), 103033, 2022
122022
Algebraic theory of patterns as generalized symmetries
A Rupe, JP Crutchfield
Symmetry 14 (8), 1636, 2022
52022
Prabhat, and JP Crutchfield
A Rupe, N Kumar, V Epifanov, K Kashinath, O Pavlyk, F Schimbach, ...
Disco: Physics-based unsupervised discovery of coherent structures in …, 1909
51909
Geo Thermal Cloud: Cloud Fusion of Big Data and Multi-Physics Models using Machine Learning for Discovery, Exploration, and Development of Hidden Geothermal Resources
VV Vesselinov, D O'Malley, LP Frash, B Ahmmed, AT Rupe, S Karra, ...
Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2021
42021
Towards unsupervised segmentation of extreme weather events
A Rupe, K Kashinath, N Kumar, V Lee, JP Crutchfield
arXiv preprint arXiv:1909.07520, 2019
42019
Spacetime symmetries, invariant sets, and additive subdynamics of cellular automata
A Rupe, JP Crutchfield
arXiv preprint arXiv:1812.11597, 2018
42018
On principles of emergent organization
A Rupe, JP Crutchfield
Physics Reports 1071, 1-47, 2024
22024
Spacetime autoencoders using local causal states
A Rupe, JP Crutchfield
arXiv preprint arXiv:2010.05451, 2020
22020
Properties of Koopman operator and its approximations for dynamical systems with symmetries.
A Salova, J Emenheiser, A Rupe, R D'Souza, J Crutchfield
Bulletin of the American Physical Society 63, 2018
22018
Unsupervised discovery of extreme weather events using universal representations of emergent organization
A Rupe, K Kashinath, N Kumar, JP Crutchfield
arXiv preprint arXiv:2304.12586, 2023
12023
Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems
A Rupe, K Kashinath, N Kumar, JP Crutchfield
learning 11, 15, 2023
12023
Transfer Operator Framework for Earth System Predictability and Water Cycle Extremes
AT Rupe, VV Vesselinov, BT Nadiga, DF DeSantis, M Anghel
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2021
12021
Deep Learning Recognizes Climate and Weather Patterns and Emulates Complex Processes Critical to the Modeling of Earth's Climate
K Kashinath, M Prabhat, M Mudigonda, A Mahesh, S Kim, J Wu, A Albert, ...
99th American Meteorological Society Annual Meeting, 2019
12019
A physics-based approach to unsupervised discovery of coherent structures in spatiotemporal systems
A Rupe, JP Crutchfield, K Kashinath
arXiv preprint arXiv:1709.03184, 2017
12017
Control of an Energy Balance Model around Sea-Ice Tipping Points
PM Kooloth, J Lu, CKR Bakker, D DeSantis, A Rupe
AGU23, 2023
2023
Reduced-order modeling of Arctic Amplification feedbacks
A Rupe, C Bakker, D Desantis, J Lu
APS March Meeting Abstracts 2023, W53. 007, 2023
2023
Unsupervised Extreme Weather Segmentation
A Rupe, K Kashinath, N Kumar, JP Crutchfield
AGU Fall Meeting Abstracts 2022, A36B-08, 2022
2022
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