ECCOMAS 2024

MS220B Bridging Machine Learning and Physics: Advancements in Continuum Mechanics and Transport Phenomena II

MS Corresponding Organizer: Dr. M. Giselle Fernández-Godino ( Lawrence Livermore National Laboratory , United States )

Wed, 05/06/2024
10:30 - 12:30
Room 1.04
MS220B

From Theory to Practice: Harnessing PIML for Enhanced PHM Capabilities
*T. Nguyen (ENIT, UTOP), W. Deng (ENIT, UTOP), K. Medjaher (ENIT, UTOP), C. Gogu (ISAE-SUPAERO, University of Toulouse), J. Morio (ONERA\DTIS, Université de Toulouse)
Attention-based global field reconstruction from sparse observations
*J. E. Santos (Los Alamos National Laboratory), D. O'Malley (Los Alamos National Laboratory), H. Viswanathan (Los Alamos National Laboratory), N. Lubbers (Los Alamos National Laboratory)
Energy based diffusion generator for efficient sampling of Boltzmann distributions
*L. Guo (Shanghai Normal University)