A probabilistic learning on manifolds as a new statistical tool in data science with applications in computational mechanics

Christian Soize (1) , Roger Ghanem (2)

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

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

Christian Soize, Roger Ghanem. A probabilistic learning on manifolds as a new statistical tool in data science with applications in computational mechanics. International Workshop on Data Science in Civil Engineering, Jun 2019, Shanghai, China. ⟨hal-02175618⟩