A Data-Driven Framework for Koopman Semigroup Estimation in Stochastic Dynamical Systems
Fuente:
arXiv
Guardado en:
| Autores principales: | Xu, Yuanchao, Shao, Kaidi, Ishikawa, Isao, Hashimoto, Yuka, Logothetis, Nikos, Shen, Zhongwei |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Reinforced Data-Driven Estimation for Spectral Properties of Koopman Semigroup in Stochastic Dynamical Systems
por: Xu, Yuanchao, et al.
Publicado: (2025)
por: Xu, Yuanchao, et al.
Publicado: (2025)
ResKoopNet: Learning Koopman Representations for Complex Dynamics with Spectral Residuals
por: Xu, Yuanchao, et al.
Publicado: (2025)
por: Xu, Yuanchao, et al.
Publicado: (2025)
Data-Driven Spectral Analysis Through Pseudo-Resolvent Koopman Operator in Dynamical Systems
por: Xu, Yuanchao, et al.
Publicado: (2025)
por: Xu, Yuanchao, et al.
Publicado: (2025)
Generative Modeling through Koopman Spectral Analysis: An Operator-Theoretic Perspective
por: Xu, Yuanchao, et al.
Publicado: (2025)
por: Xu, Yuanchao, et al.
Publicado: (2025)
Why and When Deep is Better than Shallow: Implementation-Agnostic State-Transition Model of Deep Learning
por: Sonoda, Sho, et al.
Publicado: (2025)
por: Sonoda, Sho, et al.
Publicado: (2025)
Koopman operators with intrinsic observables in rigged reproducing kernel Hilbert spaces
por: Ishikawa, Isao, et al.
Publicado: (2024)
por: Ishikawa, Isao, et al.
Publicado: (2024)
Deep Koopman-layered Model with Universal Property Based on Toeplitz Matrices
por: Hashimoto, Yuka, et al.
Publicado: (2024)
por: Hashimoto, Yuka, et al.
Publicado: (2024)
Koopman and Perron-Frobenius Operators on reproducing kernel Banach spaces
por: Ikeda, Masahiro, et al.
Publicado: (2022)
por: Ikeda, Masahiro, et al.
Publicado: (2022)
Mesoscopic and Macroscopic Entropy Balance Equations in a Stochastic Dynamics and Its Deterministic Limit
por: Qian, Hong, et al.
Publicado: (2024)
por: Qian, Hong, et al.
Publicado: (2024)
Participation Factors for Nonlinear Autonomous Dynamical Systems in the Koopman Operator Framework
por: Takamichi, Kenji, et al.
Publicado: (2024)
por: Takamichi, Kenji, et al.
Publicado: (2024)
Stochastic stability of physical measures in conservative systems
por: Qi, Weiwei, et al.
Publicado: (2025)
por: Qi, Weiwei, et al.
Publicado: (2025)
On Data-Driven Unbiased Predictors using the Koopman Operator
por: Schurig, Roland, et al.
Publicado: (2026)
por: Schurig, Roland, et al.
Publicado: (2026)
Operator-theoretic Analysis of Mutual Interactions in Synchronized Dynamics
por: Hashimoto, Yuka, et al.
Publicado: (2022)
por: Hashimoto, Yuka, et al.
Publicado: (2022)
The Distributional Koopman Operator for Random Dynamical Systems
por: Oprea, Maria, et al.
Publicado: (2025)
por: Oprea, Maria, et al.
Publicado: (2025)
Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems
por: Jeong, Minchan, et al.
Publicado: (2025)
por: Jeong, Minchan, et al.
Publicado: (2025)
Data-Driven Linearization of Dynamical Systems
por: Haller, George, et al.
Publicado: (2024)
por: Haller, George, et al.
Publicado: (2024)
On Data-Driven Koopman Representations of Nonlinear Delay Differential Equations
por: Rajkumar, Santosh Mohan, et al.
Publicado: (2026)
por: Rajkumar, Santosh Mohan, et al.
Publicado: (2026)
Time-to-reach Bounds for Verification of Dynamical Systems Using the Koopman Spectrum
por: Ding, Jianqiang, et al.
Publicado: (2024)
por: Ding, Jianqiang, et al.
Publicado: (2024)
A Topological Framework for Identifying Phenomenological Bifurcations in Stochastic Dynamical Systems
por: Tanweer, Sunia, et al.
Publicado: (2023)
por: Tanweer, Sunia, et al.
Publicado: (2023)
Generalized Stochastic Resilience for Early Warning Signals Based on Koopman Operator
por: Miyauchi, Yuta, et al.
Publicado: (2025)
por: Miyauchi, Yuta, et al.
Publicado: (2025)
Kernel Methods for Stochastic Dynamical Systems with Application to Koopman Eigenfunctions: Feynman-Kac Representations and RKHS Approximation
por: Hamzi, Boumediene, et al.
Publicado: (2026)
por: Hamzi, Boumediene, et al.
Publicado: (2026)
Dynamical rigidity for weighted composition operators on holomorphic function spaces
por: Ishikawa, Isao
Publicado: (2026)
por: Ishikawa, Isao
Publicado: (2026)
Koopman-based Control for Stochastic Systems: Application to Enhanced Sampling
por: Guo, Lei, et al.
Publicado: (2024)
por: Guo, Lei, et al.
Publicado: (2024)
Koopman Generator Decomposition for Port-Hamiltonian System
por: Preciado, Victor M.
Publicado: (2026)
por: Preciado, Victor M.
Publicado: (2026)
Data-Driven Reduced Modeling of Delayed Dynamical Systems via Spectral Submanifolds
por: Abbasciano, Giacomo, et al.
Publicado: (2026)
por: Abbasciano, Giacomo, et al.
Publicado: (2026)
Causal Discovery in Nonlinear Dynamical Systems using Koopman Operators
por: Rupe, Adam, et al.
Publicado: (2024)
por: Rupe, Adam, et al.
Publicado: (2024)
A Score Filter Enhanced Data Assimilation Framework for Data-Driven Dynamical Systems
por: Tang, Jingqiao, et al.
Publicado: (2026)
por: Tang, Jingqiao, et al.
Publicado: (2026)
A Data-Driven Approach for Discovering the Most Probable Transition Pathway for a Stochastic Carbon Cycle System
por: Chen, Jianyu, et al.
Publicado: (2022)
por: Chen, Jianyu, et al.
Publicado: (2022)
Probabilistic Predictability of Stochastic Dynamical Systems
por: Xu, Tao, et al.
Publicado: (2022)
por: Xu, Tao, et al.
Publicado: (2022)
Data-Driven Estimation of Failure Probabilities in Correlated Structure-Preserving Stochastic Power System Models
por: Zhao, Hongli, et al.
Publicado: (2024)
por: Zhao, Hongli, et al.
Publicado: (2024)
Data Denoising and Derivative Estimation for Data-Driven Modeling of Nonlinear Dynamical Systems
por: Yao, Jiaqi, et al.
Publicado: (2025)
por: Yao, Jiaqi, et al.
Publicado: (2025)
Enhanced Koopman Operator Approximation for Nonlinear Systems Using Broading Learning System
por: Sun, Yangjun, et al.
Publicado: (2025)
por: Sun, Yangjun, et al.
Publicado: (2025)
Koopman Operator in the Weighted Function Spaces and its Learning for the Estimation of Lyapunov and Zubov Functions
por: Tang, Wentao
Publicado: (2024)
por: Tang, Wentao
Publicado: (2024)
Ergodic Action Semigroups which Was Inspired by Pesin's Theory
por: Sarizadeh, Ali
Publicado: (2013)
por: Sarizadeh, Ali
Publicado: (2013)
Deep Learning for Koopman Operator Estimation in Idealized Atmospheric Dynamics
por: Millard, David, et al.
Publicado: (2024)
por: Millard, David, et al.
Publicado: (2024)
On Koopman Resolvents and Frequency Response of Nonlinear Systems
por: Susuki, Yoshihiko, et al.
Publicado: (2026)
por: Susuki, Yoshihiko, et al.
Publicado: (2026)
Estimating unknown dynamics and cost as a bilinear system with Koopman-based Inverse Optimal Control
por: Fernandez-Ayala, Victor Nan, et al.
Publicado: (2025)
por: Fernandez-Ayala, Victor Nan, et al.
Publicado: (2025)
Effects of Internal Resonance and Damping on Koopman Modes
por: Das, Rahul, et al.
Publicado: (2024)
por: Das, Rahul, et al.
Publicado: (2024)
Resolvent-Type Data-Driven Learning of Generators for Unknown Continuous-Time Dynamical Systems
por: Meng, Yiming, et al.
Publicado: (2024)
por: Meng, Yiming, et al.
Publicado: (2024)
Quasi-potential of stationary and quasi-stationary densities: existence, regularity, and applications
por: Mou, Chenchen, et al.
Publicado: (2025)
por: Mou, Chenchen, et al.
Publicado: (2025)
Ejemplares similares
-
Reinforced Data-Driven Estimation for Spectral Properties of Koopman Semigroup in Stochastic Dynamical Systems
por: Xu, Yuanchao, et al.
Publicado: (2025) -
ResKoopNet: Learning Koopman Representations for Complex Dynamics with Spectral Residuals
por: Xu, Yuanchao, et al.
Publicado: (2025) -
Data-Driven Spectral Analysis Through Pseudo-Resolvent Koopman Operator in Dynamical Systems
por: Xu, Yuanchao, et al.
Publicado: (2025) -
Generative Modeling through Koopman Spectral Analysis: An Operator-Theoretic Perspective
por: Xu, Yuanchao, et al.
Publicado: (2025) -
Why and When Deep is Better than Shallow: Implementation-Agnostic State-Transition Model of Deep Learning
por: Sonoda, Sho, et al.
Publicado: (2025)