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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jin-Qiao Duan

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Preprint Sep 2026

Relaxation and Steady-State Entropy Production for Langevin SPDEs: A Dirichlet-Form Approach

We develop a Dirichlet-form framework for relaxation and steady-state entropy production in preconditioned Langevin stochastic partial differential equations. In infinite dimensions, the usual Fokker--Planck calculations based on ambient Lebesgue densities and the corresponding probability-current densities are general...

Shu-Yuan Fan, Yuan-Ke Chen, Li-Fei Wang et al. · 0 citations

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