Felipe Rocha

Associate Professor

Université Paris-Saclay

France

Research Interests

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Felipe Rocha is an Associate Professor at Université Paris-Est Créteil, France. His research focuses on data-driven computational mechanics, including multiscale mechanical formulations and machine learning applications in solid mechanics. Recent articles highlight adaptive sampling strategies and computational homogenisation techniques in the study of materials with randomly distributed voids and fibre networks.

Articles (4)

Year:

2025

Year:

2023

Year:

2023

Year:

2021

Collaborators (1)

Laurent Stainier

Professor

Ecole centrale de Nantes

FRANCE

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Felipe Rocha

Research Interests

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About

Articles (4)

On-the-fly adaptive sampling strategy for data-driven computational mechanics: Applications to computational homogenisation

A consistent multiscale mechanical formulation for media with randomly distributed voids

DeepBND: A machine learning approach to enhance multiscale solid mechanics

Damage-driven strain localisation in networks of fibres: A computational homogenisation approach

Collaborators (1)

Laurent Stainier

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