Reduced Basis’ Acquisition by a Learning Process for Rapid On-line Approximation of Solution to PDE’s: Laminar Flow Past a Backstep

Patrick Gallinari (1) , Yvon Maday (2) , Maxime Sangnier (3) , Olivier Schwander (1) , Tommaso Taddei (2)

1 MLIA - Machine Learning and Information Access
2 LJLL (UMR_7598) - Laboratoire Jacques-Louis Lions
3 LPSM (UMR_8001) - Laboratoire de Probabilités, Statistique et Modélisation

Domaines: Machine Learning [stat.ML]; Apprentissage [cs.LG]

Patrick Gallinari, Yvon Maday, Maxime Sangnier, Olivier Schwander, Tommaso Taddei. Reduced Basis’ Acquisition by a Learning Process for Rapid On-line Approximation of Solution to PDE’s: Laminar Flow Past a Backstep. Archives of Computational Methods in Engineering, 2018, 25 (1), pp.131-141. ⟨10.1007/s11831-017-9238-z⟩. ⟨hal-03907048⟩