Publications

Engineering Sciences

Modified Constitutive Relation Error used for multi-physics wind turbine calibration

Antoine Roussel, Ludovic Chamoin, Matteo Capaldo, Jean-Philippe Argaud

TORQUE 2022 - 2022

Engineering Sciences

Efficient parameter estimation for dynamical systems with incomplete data

Jan Grashorn, Jh Urrea-Quintero, Matteo Broggi, Ludovic Chamoin, Mickael Beer

92nd Annuel Meeting of the International Association of Applied Mathematics and Mechanics - GAMM 2022 - 2022

Engineering Sciences

A data-driven approach for the real-time modelling of spot-welded patches under impact using deep learning

Afsal Pulikkathodi, Elisabeth Longatte-Lacazedieu, Ludovic Chamoin

20th International Conference on Numerical Analysis and Applied Mathematics - 2022

Engineering Sciences

Real-time structural damage tracking and monitoring from advanced measurement techniques and digital twins

Ludovic Chamoin

Workshop Numerical Methods for Fluid, Structure and Interaction Problems - 2022

Engineering Sciences

Modélisation hybride couplant des descriptions par la physique et l'IA pour évaluer la réponse de mécaniques complexes

Ludovic Chamoin

Journée du Club des Affiliés du LMPS - 2022

Acoustics

Generative model approach on TFM data based on variational inference for muti-fidelity data generation

Gerardo Granados, Giorgia Colombera, Filippo Gatti, Roberto Miorelli, Didier Clouteau, Sébastien Robert

IUTAM Symposium - 2022

Acoustics

Generatives models approach on TFM data based on variational inference for multi-fidelity data generation

The present work evaluates the translation from a numerical input into a higher fidelity output by transferring experimental style to simulated data. The hybrid and experimental data similarities are measured to validate the newly generated images…

Gerardo Granados, Giorgia Colombera, Filippo Gatti, Roberto Miorelli, Didier Clouteau

IUTAM Symposium - 2022

Materials and structures in mechanics

Sobre el uso de descriptores de forma y topología para lai interpolación de objetos.

David Muñoz, Olivier Allix, Francisco Chinesta, J. J. Ródenas, Enrique Nadal Soriano

Congress on Numerical Methods in Engineering - 2022

Materials and structures in mechanics

Recuperación de tracciones equilibradas en elementos hexaédricos conformes en cgFEM para optimización topológica multinivel

Galera Mb, Maunder Edouard, Olivier Allix, Ródenas Juan José, Enrique Nadal Soriano

Congress on Numerical Methods in Engineering - 2022

Materials and structures in mechanics

Medical image-based numerical simulation of the bone fracture healing process with the Cartesian Grid FEM

Martinez-Martinez A, Enrique Nadal Soriano, H. Navarro-Garcia, Gutierrez C, Olivier Allix, J. J. Ródenas

Congress on Numerical Methods in Engineering - 2022