Physics-Informed Neural Networks: Theory and Applications
Cosmin Anitescu, Burak İsmail Ateş, Timon Rabczuk
Topics & Concepts
Artificial neural networkHelmholtz free energyComputer scienceHelmholtz equationHyperelastic materialArtificial intelligenceApplied mathematicsField (mathematics)Mathematical optimizationMathematicsFinite element methodPhysicsMathematical analysisBoundary value problemPure mathematicsQuantum mechanicsThermodynamicsModel Reduction and Neural NetworksNuclear Engineering Thermal-HydraulicsProbabilistic and Robust Engineering Design