Litcius/Paper detail

Handling noise and overfitting in surrogate models based on non-uniform rational basis spline entities

Bruno Vuillod, Mathilde Zani, L. Hallo, Marco Montemurro

2024Computer Methods in Applied Mechanics and Engineering20 citationsDOI

Topics & Concepts

OverfittingMathematical optimizationCurse of dimensionalitySurrogate modelSmoothingBenchmark (surveying)Basis functionComputer scienceNoise (video)Spline (mechanical)Smoothing splineBasis (linear algebra)AlgorithmMathematicsArtificial intelligenceArtificial neural networkSpline interpolationGeodesyBilinear interpolationGeometryEngineeringMathematical analysisStructural engineeringGeographyComputer visionImage (mathematics)Advanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignAdvanced Numerical Analysis Techniques
Handling noise and overfitting in surrogate models based on non-uniform rational basis spline entities | Litcius