Physics informed neural networks for continuum micromechanics
Alexander Henkes, Henning Wessels, Rolf Mahnken
Topics & Concepts
AnsatzArtificial neural networkNonlinear systemApplied mathematicsConvergence (economics)Domain (mathematical analysis)Statistical physicsDomain decomposition methodsMicromechanicsPhysicsMathematical optimizationComputer scienceClassical mechanicsMathematicsFinite element methodMathematical analysisAlgorithmArtificial intelligenceQuantum mechanicsEconomicsThermodynamicsComposite numberEconomic growthModel Reduction and Neural NetworksForce Microscopy Techniques and ApplicationsAdvanced Electron Microscopy Techniques and Applications