Adam Rupe

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Dynamical Systems

Spatio Temporal

Causal Relations

Physically Plausible

Top Venues

Publications

Adam Rupe, Karthik Kashinath, Nalini Kumar, James P. Crutchfield
Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems. CoRR (2023)
Adam Rupe, James P. Crutchfield
Algebraic Theory of Patterns as Generalized Symmetries. Symmetry 14 (8) (2022)
Adam Rupe, James P. Crutchfield
Spacetime Autoencoders Using Local Causal States. CoRR (2020)
Adam Rupe, Nalini Kumar, Vladislav Epifanov, Karthik Kashinath, Oleksandr Pavlyk, Frank Schlimbach, Mostofa Patwary, Sergey Maidanov, Victor W. Lee, Prabhat, James P. Crutchfield
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems. CoRR (2019)
Adam Rupe, Karthik Kashinath, Nalini Kumar, Victor W. Lee, Prabhat, James P. Crutchfield
Towards Unsupervised Segmentation of Extreme Weather Events. CoRR (2019)
Adam Rupe, Prabhat, James P. Crutchfield, Nalini Kumar, Vladislav Epifanov, Karthik Kashinath, Oleksandr Pavlyk, Frank Schlimbach, Mostofa Patwary, Sergey Maidanov, Victor W. Lee
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems. MLHPC@SC (2019)
Adam Rupe, James P. Crutchfield
Spacetime Symmetries, Invariant Sets, and Additive Subdynamics of Cellular Automata. CoRR (2018)
Adam Rupe, James P. Crutchfield
Local Causal States and Discrete Coherent Structures. CoRR (2018)