Machine Learning for Efficient Sampling in UQ

Roger Ghanem (1) , Christian Soize (2)

1 USC - University of Southern California
2 MSME - Laboratoire de Modélisation et Simulation Multi Echelle

Domaines: Statistiques [math.ST]; Probabilités [math.PR]; Sciences de l'ingénieur [physics]

Roger Ghanem, Christian Soize. Machine Learning for Efficient Sampling in UQ: Machine learning; Uncertainty QUantification; UQ. The 13th World Congress of Computational Mechanics (WCCM 2018) and Second Pan American Congress on Computational Mechanics (PANACM II), Jul 2018, New York, United States. ⟨hal-01876749⟩