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Adaptive deep density approximation for stochastic dynamical systems

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Publication:6671865
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DOI10.1007/s10915-025-02791-7MaRDI QIDQ6671865

Junjie He, Qifeng Liao, Xiaoliang Wan

Publication date: 27 January 2025

Published in: Journal of Scientific Computing (Search for Journal in Brave)



zbMATH Keywords

continuity equationstochastic dynamical systemsdeep neural networksnormalizing flows


Mathematics Subject Classification ID

Ordinary differential equations and systems with randomness (34F05) Computational methods for stochastic equations (aspects of stochastic analysis) (60H35) Numerical solutions to stochastic differential and integral equations (65C30) Neural nets and related approaches to inference from stochastic processes (62M45)








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