Local Causal States and Discrete Coherent Structures. - Adam Rupe; James P. Crutchfield (CoRR, 2018)

Spacetime Symmetries, Invariant Sets, and Additive Subdynamics of Cellular Automata. - Adam Rupe; James P. Crutchfield (CoRR, 2018)

DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems. - Adam Rupe; Prabhat; James P. Crutchfield; Nalini Kumar; Vladislav Epifanov; Karthik Kashinath; Oleksandr Pavlyk; Frank Schlimbach; Mostofa Patwary; Sergey Maidanov; Victor W. Lee (MLHPC@SC, 2019)

Towards Unsupervised Segmentation of Extreme Weather Events. - Adam Rupe; Karthik Kashinath; Nalini Kumar; Victor W. Lee; Prabhat; James P. Crutchfield (CoRR, 2019)

Spacetime Autoencoders Using Local Causal States. - Adam Rupe; James P. Crutchfield (CoRR, 2020)

Algebraic Theory of Patterns as Generalized Symmetries. - Adam Rupe; James P. Crutchfield (Symmetry, 2022)

Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems. - Adam Rupe; Karthik Kashinath; Nalini Kumar; James P. Crutchfield (CoRR, 2023)

On Principles of Emergent Organization. - Adam T. Rupe; James P. Crutchfield (CoRR, 2023)

Deep Koopman operator framework for causal discovery in nonlinear dynamical systems. - Juan Nathaniel; Carla Roesch; Jatan Buch; Derek DeSantis; Adam Rupe; Kara Lamb; Pierre Gentine (CoRR, 2025)