Isogeometric neural networks: A new deep learning approach for solving parameterized partial differential equations
Joshua Gasick, Xiaoping Qian
Topics & Concepts
Isogeometric analysisPartial differential equationParameterized complexityBasis functionArtificial neural networkApplied mathematicsFinite element methodComputer scienceDeep learningParametric statisticsRepresentation (politics)Basis (linear algebra)MathematicsArtificial intelligenceAlgorithmMathematical optimizationMathematical analysisGeometryPolitical scienceStatisticsPoliticsPhysicsThermodynamicsLawAdvanced Numerical Analysis TechniquesModel Reduction and Neural NetworksNumerical methods in engineering