Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design.
Jian Cheng WongChin Chun OoiJoyjit ChattorajLucas LestandiGuoying DongUmesh KizhakkinanDavid William RosenMark Hyunpong JhonMy Ha DaoPublished in: SSCI (2022)
Keyphrases
- case study
- three dimensional
- statistical model
- computational model
- genetic algorithm
- artificial intelligence
- conceptual framework
- objective function
- simulation model
- simulation study
- simulation environment
- neural network
- design process
- parameter estimation
- theoretical analysis
- graphical models
- probability distribution
- probabilistic model
- prior knowledge
- bayesian networks
- high level