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Scientific Machine Learning for Physical Fields Modeling: Methods and Applications

  • Chenhong ZHOU

Student thesis: Doctoral Thesis

Date of Award24 Nov 2025
Original languageEnglish
SupervisorJie CHEN (Supervisor)

User-Defined Keywords

  • Scientific machine learning
  • partial differential equations
  • physics-informed machine learning
  • physics-informed neural networks
  • neural operators
  • proper orthogonal decomposition
  • optimal sensor placement

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