Fracture pattern prediction with random microstructure using a physics-informed deep neural networks
Haoyang Wei, Houpu Yao, Yutian Pang, Yongming Liu
Topics & Concepts
Nonlinear systemLeverage (statistics)Artificial neural networkDeep learningComputer scienceConvolutional neural networkLattice (music)MicrostructureFracture (geology)Artificial intelligenceAlgorithmMaterials sciencePhysicsComposite materialMetallurgyQuantum mechanicsAcousticsModel Reduction and Neural NetworksNon-Destructive Testing TechniquesRock Mechanics and Modeling