Software PLoM (Probabilistic Learning on Manifolds) with physics constraints 2019_02_07

Christian Soize (1)

1 MSME - Laboratoire Modélisation et Simulation Multi-Echelle

Softwares PLoM (Probabilistic Learning on Manifolds) with Physics Constraints Source in Matlab2018a This software allows for reproducing the results of Application (AP1) of the article: "C. Soize, R. Ghanem, Physics-constrained non-Gaussian probabilistic learning on manifolds, International Journal for Numerical Methods in Engineering, doi: 10.1002/nme.6202, 121 (1), 110-145 (2020)".

Mots clés: Software; PLoM; Machine Learning; Probabilistic Learning; Probabilistic Learning on Manifolds; Software

Domaines: Machine Learning [stat.ML]; Statistiques [math.ST]; Probabilités [math.PR]

Christian Soize. Software PLoM (Probabilistic Learning on Manifolds) with physics constraints 2019_02_07. 2019, ⟨swh:1:dir:ab0ae23952210f9046a91caba41f2e9e20c093bf;origin=https://hal.archives-ouvertes.fr/hal-03161349;visit=swh:1:snp:5bf90d7e7ff8a94b89a475743b1e7f9e233f620a;anchor=swh:1:rev:70e20c045a68c71149c99f891b30381e7eaef83d;path=/⟩. ⟨hal-03161349⟩