A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy. - Alberto García-González; Antonio Huerta; Sergio Zlotnik; Pedro Díez (CoRR, 2020)

Nonintrusive Uncertainty Quantification for automotive crash problems with VPS/Pamcrash. - Marc Rocas; Alberto García-González; Sergio Zlotnik; Xabier Larráyoz; Pedro Díez (CoRR, 2021)

Adaptive surrogates of crashworthiness models for multi-purpose engineering analyses accounting for uncertainty. - Marc Rocas; Alberto García-González; Xabier Larrayoz; Pedro Díez (CoRR, 2021)

Nonlinear dimensionality reduction for parametric problems: a kernel Proper Orthogonal Decomposition (kPOD). - Pedro Díez; Alba Muixí; Sergio Zlotnik; Alberto García-González (CoRR, 2021)