JOURNAL ARTICLE

Noise Robust Physics-Informed Generative Adversarial Networks for Solving Stochastic Differential Equations

Lin WangMin YangR. ChenChuanjun Chen

Year: 2025 Journal:   Numerical Mathematics Theory Methods and Applications Vol: 18 (2)Pages: 521-543   Publisher: Cambridge University Press
Keywords:
Adversarial system Stochastic differential equation Generative grammar Noise (video) Statistical physics Computer science Applied mathematics Mathematical optimization Physics Mathematics Artificial intelligence

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Topics

Model Reduction and Neural Networks
Physical Sciences →  Physics and Astronomy →  Statistical and Nonlinear Physics
Neural Networks and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
Control Systems and Identification
Physical Sciences →  Engineering →  Control and Systems Engineering

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