MITIGATING SHOCK PHENOMENON OF HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS WITH PHYSICS INFORMED NEURAL NETWORKS

Master's

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Main Author: LIU ZHENGYANG
Other Authors: MECHANICAL ENGINEERING
Format: Theses and Dissertations
Language:English
Published: 2024
Subjects:
Online Access:https://scholarbank.nus.edu.sg/handle/10635/247642
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Institution: National University of Singapore
Language: English
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spelling sg-nus-scholar.10635-2476422024-03-31T18:00:44Z MITIGATING SHOCK PHENOMENON OF HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS WITH PHYSICS INFORMED NEURAL NETWORKS LIU ZHENGYANG MECHANICAL ENGINEERING Mengqi Zhang Hyperbolic PDEs, Scientific Machine Learning, Physics-informed Neural Networks Master's MASTER OF ENGINEERING (CDE) 2024-03-31T18:00:44Z 2024-03-31T18:00:44Z 2023-11-28 Thesis LIU ZHENGYANG (2023-11-28). MITIGATING SHOCK PHENOMENON OF HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS WITH PHYSICS INFORMED NEURAL NETWORKS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/247642 0000-0002-6300-5488 en
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
language English
topic Hyperbolic PDEs, Scientific Machine Learning, Physics-informed Neural Networks
spellingShingle Hyperbolic PDEs, Scientific Machine Learning, Physics-informed Neural Networks
LIU ZHENGYANG
MITIGATING SHOCK PHENOMENON OF HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS WITH PHYSICS INFORMED NEURAL NETWORKS
description Master's
author2 MECHANICAL ENGINEERING
author_facet MECHANICAL ENGINEERING
LIU ZHENGYANG
format Theses and Dissertations
author LIU ZHENGYANG
author_sort LIU ZHENGYANG
title MITIGATING SHOCK PHENOMENON OF HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS WITH PHYSICS INFORMED NEURAL NETWORKS
title_short MITIGATING SHOCK PHENOMENON OF HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS WITH PHYSICS INFORMED NEURAL NETWORKS
title_full MITIGATING SHOCK PHENOMENON OF HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS WITH PHYSICS INFORMED NEURAL NETWORKS
title_fullStr MITIGATING SHOCK PHENOMENON OF HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS WITH PHYSICS INFORMED NEURAL NETWORKS
title_full_unstemmed MITIGATING SHOCK PHENOMENON OF HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS WITH PHYSICS INFORMED NEURAL NETWORKS
title_sort mitigating shock phenomenon of hyperbolic partial differential equations with physics informed neural networks
publishDate 2024
url https://scholarbank.nus.edu.sg/handle/10635/247642
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