Data-driven tissue mechanics with polyconvex neural ordinary differential equations
Vahidullah Taç, Francisco Sahli Costabal, Adrián Buganza Tepole
Topics & Concepts
OdeOrdinary differential equationConvexityComputational mechanicsArtificial neural networkApplied mathematicsFinite element methodContinuum mechanicsMonotonic functionComputer scienceBoundary value problemNonlinear systemA priori and a posterioriDifferential equationMathematicsMathematical optimizationMathematical analysisArtificial intelligenceClassical mechanicsPhysicsEconomicsFinancial economicsQuantum mechanicsPhilosophyThermodynamicsEpistemologyElasticity and Material ModelingModel Reduction and Neural Networks