Manuel Ricardo Guevara Garban

Univ. Bordeaux, Bordeaux INP, LaBRI, TU Bergakademie Freiberg

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Robotics & Embodied AI (1)Scientific Discovery & Drug Design (1)

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Yves Chemisky (1)Étienne Prulière (1)Michaël Clément (1)Martin Abendroth (1)Björn Kiefer (1)

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Jun 9, 2026

Univ. BordeauxJun 9, 2026·also Arts et Metiers Institute of Technology, Bordeaux INP, LaBRI, TU Bergakademie Freiberg +1

Non-linear mechanical field reconstruction coupling recurrent neural networks with physics-informed graph neural networks

Achieving a three-order speedup in stress field reconstruction while maintaining high fidelity could revolutionize multi-scale simulations in materials science.

Manuel Ricardo Guevara Garban, Yves Chemisky, Étienne Prulière +3

Robotics & Embodied AI Scientific Discovery & Drug Design

Manuel Ricardo Guevara Garban

Research focus

Frequent co-authors

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Manuel Ricardo Guevara Garban

Research focus

Frequent co-authors

Papers (1)