conftrace_

transfer operator

10 papers

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Co-occurring keywords · papers mentioning both

koopman operator (3) dynamical system (3) molecular dynamics (2) stochastic dynamical system (2) dynamic mode decomposition (2) reproducing kernel hilbert space (2) infinitesimal generator (1) biased simulation (1) flow-based model (1) equivariant architecture (1)

Papers

Deep Spectral Learning of Embedded Latent Transfer Operators for Stochastic Dynamical Systems UAI 2026 Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators AISTATS 2025 Consistent Long-Term Forecasting of Ergodic Dynamical Systems ICML 2024 From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach NeurIPS 2024 Learning invariant representations of time-homogeneous stochastic dynamical systems ICLR 2024 Implicit Transfer Operator Learning: Multiple Time-Resolution Models for Molecular Dynamics NeurIPS 2023 Online Estimation of the Koopman Operator Using Fourier Features L4DC 2023 Sparse Learning of Dynamical Systems in RKHS: An Operator-Theoretic Approach ICML 2023 Forward Operator Estimation in Generative Models with Kernel Transfer Operators ICML 2022 Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise JMLR 2020