Publication | Open Access

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

EngineeringMachine LearningData SciencePhysicsUncertainty QuantificationPhysic Aware Machine LearningData SurrogatePhysics-constrained Deep LearningDeep LearningHigh-dimensional Surrogate Modeling