MS035A Reduced Order Models, Surrogates and Fast Solvers I
Main Organizer:
Dr.
Margarita Chasapi
(
RWTH Aachen University
, Germany
)
Co-organized by: D. Goutaudier (Arts et Métiers ParisTech, France), T. Hirschler (Université Bourgogne Franche-Comté, France) and F. Rocha (Université Paris-Est Créteil, France)
Co-organized by: D. Goutaudier (Arts et Métiers ParisTech, France), T. Hirschler (Université Bourgogne Franche-Comté, France) and F. Rocha (Université Paris-Est Créteil, France)
Chaired by:
Dr. Thibaut Hirschler (Université de Technologie de Belfort Montbéliard , France) , Mr. Felipe ROCHA (Université Paris-Est Créteil , France)
Dr. Thibaut Hirschler (Université de Technologie de Belfort Montbéliard , France) , Mr. Felipe ROCHA (Université Paris-Est Créteil , France)
Scheduled presentations:
-
Rank Reduction Autoencoders for Generative Thermal Design
-
Deep learning enhanced model order reduction for parametric problems with discontinuities
-
Mind the Scale Gap: a Fast Finite Strain FE2 Solver via (Model-free) Data-Driven Computational Mechanics
-
ROM for localization of multiple defects with ultrasonic guided waves
-
Non-intrusive model reduction of damage simulations in a digital twin
-
Structural Health Monitoring with signature-informed models: towards ultra-sparse sensing solutions