most citedDesign optimization of semiconductor manufacturing equipment using a novel multi-fidelity surrogate modeling approach

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stat.ML2025

Spline Dimensional Decomposition with Interpolation-based Optimal Knot Selection for Stochastic Dynamic Analysis

Yeonsu Kim, Junhan Lee, Bingran Wang +2

Forward uncertainty quantification in dynamical systems is challenging due to non-smooth or locally oscillating nonlinear behaviors. Spline dimensional decomposition (SDD) addresse…