A non-Bloch framework is established for nonlinear eigenvalue problems to reproduce open-boundary spectra and reveal unique phenomena plus topological correspondence.
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In overdamped nonlinear Langevin dynamics, thermodynamic dissipation due to nonconservative forces decomposes into oscillatory modes with dissipation proportional to frequency squared times mode intensity.
A Bayesian sparse identification framework using model averaging recovers interaction structures in dynamical systems with quantified uncertainty in term inclusion.
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Non-Bloch band theory of nonlinear eigenvalue problems
A non-Bloch framework is established for nonlinear eigenvalue problems to reproduce open-boundary spectra and reveal unique phenomena plus topological correspondence.
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Koopman Mode Decomposition of Thermodynamic Dissipation in Nonlinear Langevin Dynamics
In overdamped nonlinear Langevin dynamics, thermodynamic dissipation due to nonconservative forces decomposes into oscillatory modes with dissipation proportional to frequency squared times mode intensity.
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Uncertainty-Aware Sparse Identification of Dynamical Systems via Bayesian Model Averaging
A Bayesian sparse identification framework using model averaging recovers interaction structures in dynamical systems with quantified uncertainty in term inclusion.