Learning constitutive relations from indirect observations using deep neural networks
Daniel Zhengyu Huang, Kailai Xu, Charbel Farhat, Eric Darve
Topics & Concepts
Artificial neural networkNonlinear systemComputer scienceFinite element methodConstitutive equationRadial basis functionBasis functionArtificial intelligenceBasis (linear algebra)PiecewiseFunction approximationApplied mathematicsAlgorithmMathematicsMathematical analysisPhysicsQuantum mechanicsThermodynamicsGeometryModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignComposite Material Mechanics