3 papers
cs.DC2024
Domain Adaptation-based Edge Computing for Cross-Conditions Fault Diagnosis
Yanzhi Wang, Jinhong Wu, Chu Wang +2
Fault diagnosis of mechanical equipment provides robust support for industrial production. It is worth noting that, the operation of mechanical equipment is accompanied by changes…
cs.LG2024
Dynamic Gaussian Graph Operator: Learning parametric partial differential equations in arbitrary discrete mechanics problems
Chu Wang, Jinhong Wu, Yanzhi Wang +2
Deep learning methods have access to be employed for solving physical systems governed by parametric partial differential equations (PDEs) due to massive scientific data. It has be…
cs.LG2024
MPIPN: A Multi Physics-Informed PointNet for solving parametric acoustic-structure systems
Chu Wang, Jinhong Wu, Yanzhi Wang +2
Machine learning is employed for solving physical systems governed by general nonlinear partial differential equations (PDEs). However, complex multi-physics systems such as acoust…