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A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics

EngineeringMachine LearningPhysicsSurrogate ModelingPhysic Aware Machine LearningNumerical SimulationMechanical ModelingSolid MechanicsInverse ProblemsConstitutive ModelingComputational MechanicsDeep LearningPhysics-informed Machine Learning