A reduced-order model manifold technique for automated structural defects judging using the PGD with analytical validation

Chady Ghnatios; Ghazi Asmar; Elie Chakar; Charbel Bou Mosleh

Comptes Rendus. Mécanique, Volume 347 (2019) p. 101-113

Incremental dynamic mode decomposition: A reduced-model learner operating at the low-data limit

Agathe Reille; Nicolas Hascoet; Chady Ghnatios; Amine Ammar; Elias Cueto; Jean Louis Duval; Francisco Chinesta; Roland Keunings

Comptes Rendus. Mécanique, Volume 347 (2019) p. 780-792

An efficient Tabu-search optimized regression for data-driven modeling

Chady Ghnatios; Ré-Mi Hage; Ilige Hage

Comptes Rendus. Mécanique, Volume 347 (2019) p. 806-816