Get started
Author

Adam Rupe

Observed names: A. Rupe, Adam T. Rupe, Rupe, A, Rupe, A., Rupe, Adam, Rupe, Adam T.
Observed institutions: Los Alamos National Laboratory, Pacific Northwest National Laboratory, Lawrence Berkeley National Laboratory, Government of the United States of America, National Energy Research Scientific Computing Center, University of California, Davis
ORCID: 0000-0003-0105-8987
Observed ORCID: 0000-0003-0105-8987
OpenAlex ID: A5061071237
Koopman operator and its approximations for systems with symmetries
2019 · Anastasiya Salova, Jeffrey Emenheiser, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 43
PDF
On principles of emergent organization
2024 · Adam Rupe, James P. Crutchfield · Physics Reports · 23
Local causal states and discrete coherent structures
2018 · Adam Rupe, James P. Crutchfield · Chaos An Interdisciplinary Journal of Nonlinear Science · 18
PDF
DisCo: Physics-Based Unsupervised Discovery of Coherent Structures in Spatiotemporal Systems
2019 · Adam Rupe, Nalini Kumar, et al. · 16
PDF
Nonequilibrium statistical mechanics and optimal prediction of partially-observed complex systems
2022 · Adam Rupe, Velimir V Vesselinov, et al. · New Journal of Physics · 14
PDF
Deep Koopman operators for causal discovery
2025 · Juan Nathaniel, Carla Roesch, et al. · Communications Physics · 6
PDF
Towards Unsupervised Segmentation of Extreme Weather Events
2019 · Rupe, Adam, Kashinath, Karthik, et al. · arXiv (Cornell University) · 5
PDF
Algebraic Theory of Patterns as Generalized Symmetries
2022 · Adam Rupe, James P. Crutchfield · Symmetry · 4
PDF
Geo Thermal Cloud: Cloud Fusion of Big Data and Multi-Physics Models using Machine Learning for Discovery, Exploration, and Development of Hidden Geothermal Resources
2021 · Velimir Vesselinov, USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Geothermal Technologies Office, et al. · 4
PDF
Optimal control of polar sea-ice near its tipping points
2024 · Parvathi Kooloth, Jian Lu, et al. · npj Climate and Atmospheric Science · 3
PDF
Unsupervised Discovery of Extreme Weather Events Using Universal Representations of Emergent Organization
2023 · Rupe, Adam, Kashinath, Karthik, et al. · arXiv (Cornell University) · 3
PDF
Spacetime Autoencoders Using Local Causal States
2020 · Rupe, Adam, Crutchfield, James P. · arXiv (Cornell University) · 3
PDF
Causal Discovery in Nonlinear Dynamical Systems using Koopman Operators
2024 · Rupe, Adam, DeSantis, Derek, et al. · arXiv (Cornell University) · 2
PDF
Properties of Koopman operator and its approximations for dynamical systems with symmetries.
2018 · Anastasiya Salova, Jeffrey Emenheiser, et al. · Bulletin of the American Physical Society · 2
Unsupervised discovery of extreme weather events using universal representations of emergent organization
2025 · Adam Rupe, Karthik Kashinath, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 1
Constrained Turret Defense with Fixed Final Time
2024 · Alexander Von Moll, Adam R. Gerlach, et al. · IFAC-PapersOnLine · 1
Transfer Operator Framework for Earth System Predictability and Water Cycle Extremes
2021 · Adam Rupe, Velimir Vesselinov, et al. · 1
PDF
Author Correction: Time irreversibility as an indicator of approaching tipping points in Earth subsystems
2026 · Parvathi Kooloth, Jian Lu, et al. · Communications Earth & Environment
PDF
Time irreversibility as an indicator of approaching tipping points in Earth subsystems
2026 · Parvathi Kooloth, Jian Lu, et al. · Communications Earth & Environment
PDF
Operator-Theoretic Methods for Differential Games
2025 · Craig Bakker, Adam T. Rupe, et al. · Research Square
PDF
Deep Koopman operator framework for causal discovery in nonlinear dynamical systems
2025 · Nathaniel, Juan, Roesch, Carla, et al. · arXiv (Cornell University)
PDF
Predicting Critical Transitions in Multiscale Data
2024 · Rogene Eichler West, Jonathan Tu, et al.
PDF
Operator-Theoretic Methods for Differential Games
2024 · Craig Bakker, Adam Rupe, et al. · SSRN Electronic Journal
PNNL Technical Interview [Slides]
2022 · Adam Rupe
PDF
The Search For Thermodynamic Principles of Organization [Slides]
2021 · Adam Rupe, USDOE National Nuclear Security Administration (NNSA)
PDF
Works count: 45
Citation count: 156
H-index: 6
I10-index: 5
Year
Topic
Type