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Incremental Neural Controlled Differential Equations for modeling of path-dependent material behavior

Yangzi He, Shabnam J. Semnani

2024Computer Methods in Applied Mechanics and Engineering13 citationsDOI

Topics & Concepts

Artificial neural networkFinite element methodLeverage (statistics)Computer scienceApplied mathematicsRobustness (evolution)Monotonic functionBoundary value problemMathematical optimizationDifferential equationControl theory (sociology)MathematicsArtificial intelligenceMathematical analysisEngineeringStructural engineeringControl (management)ChemistryBiochemistryGeneModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignFluid Dynamics and Vibration Analysis
Incremental Neural Controlled Differential Equations for modeling of path-dependent material behavior | Litcius