BIGMECA international workshop at SafranTech on Nov 18th 2021

This one day workshop will be the occasion to present all the work that has been achieved within the BIGMECA research initiative, a partnership between MINES Paris and SafranTech. Progress around 4D methods for the mechanics of polycrystals and machine learning assisted mechanics will be the 2 hots topics of the day.

Location: hybrid participation, online and at SafranTech (Rue des jeunes Bois, 78117 Châteaufort)

Organizing committee: David Ryckelynck, Henry Proudhon, Fabien Casenave (SafranTech)

Participation is free of charges but registration is required, please contact

Schedule (Central European Time)

Each talk will be 25 minutes long with 10 more minutes for discussions. Edit: some of the talks have been recorded, follow the links below each talk to watch the videos.

  • 12h45 Break
  • 14h15 David Ryckelynck (Mines ParisTech), Data assimilation and machine learning in thermomechanical digital twins
  • 14h50 Thomas Daniel (Dassault), Fabien Casenave (SafranTech) , ROM-net for uncertainty quantification in plasticity
  • 15h25 Break
  • 15h40 Hamza Boukraichi (SafranTech), GAN for structural submodels in dynamics
  • 16h15 Choi, Youngsoo (LLNL), Efficient nonlinear manifold reduced order models with sparse shallow neural networks
  • 16h50 Samantha Daly (UCL Santa Barbara), Damage Mechanism Identification in Composites via Machine Learning and Acoustic Emission
  • 17h25 Conclusion of the seminar
recording of Henry’s presentation
Recording of Clement’s presentation
Recording of Aldo’s presentation
Recording of Joao’s presentation
Recording of David’s presentation

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