Physics-informed neural network (PINN)-based numerical simulation of concrete mechanical responses
Y. Ke, C.W. Liu, S.S. Zhang
Topics & Concepts
Artificial neural networkNonlinear systemFinite element methodCollocation (remote sensing)Computer simulationComputer scienceStructural engineeringStress (linguistics)Representation (politics)Reduction (mathematics)Energy (signal processing)Shearing (physics)Shear (geology)Shear stressMechanical systemEngineeringMechanical engineeringEnergy transferMaterials scienceBackpropagationNumerical analysisNumerical modelsEnergy transformationModel Reduction and Neural NetworksRock Mechanics and ModelingNumerical methods in engineering