Adam Rupe

According to our database, Adam Rupe authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

On Principles of Emergent Organization.

Adam T. Rupe, James P. Crutchfield

CoRR, 2023

Physics-Informed Representation Learning for Emergent Organization in Complex Dynamical Systems.

Adam Rupe, Karthik Kashinath, Nalini Kumar, James P. Crutchfield

CoRR, 2023

2022

Algebraic Theory of Patterns as Generalized Symmetries.

Adam Rupe, James P. Crutchfield

Symmetry, 2022

2020

Spacetime Autoencoders Using Local Causal States.

Adam Rupe, James P. Crutchfield

CoRR, 2020

2019

Towards Unsupervised Segmentation of Extreme Weather Events.

Adam Rupe, Karthik Kashinath, Nalini Kumar, Victor W. Lee, Prabhat, James P. Crutchfield

CoRR, 2019

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

Proceedings of the 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2019

2018

Spacetime Symmetries, Invariant Sets, and Additive Subdynamics of Cellular Automata.

Adam Rupe, James P. Crutchfield

CoRR, 2018

Local Causal States and Discrete Coherent Structures.

Adam Rupe, James P. Crutchfield

CoRR, 2018