MS105A Kernel and Machine Learning-based Solutions of PDEs I
Main Organizer:
Prof.
ZHUOJIA FU
(
Hohai University
, China
)
Chaired by:
Prof. ZHUOJIA FU (Hohai University , China) , Dr. Zhiyuan Ma (Hohai University , China)
Prof. ZHUOJIA FU (Hohai University , China) , Dr. Zhiyuan Ma (Hohai University , China)
Scheduled presentations:
-
Physics-Informed Deep Energy Approach with Phase-Field Modeling for Coupled Thermo-Mechanical and Hydro-Mechanical Fracture
-
Several PDE solvers based on improved Physics-informed neural networks
-
Machine Learning-based DPIM for the stochastic acoustic-vibration response analysis of underwater structure
-
LMM-DPIM-based neural network model for the efficient stochastic shakedown and reliability analyses of printed circuit heat exchangers
-
Numerical study of underwater acoustic radiation and propagation induced by structural vibration in ocean environments
-
Stochastic response analyses of various plate structures based on the hybrid GFDM-DPIM solver
