Personal information

computational homogenization, finite elements, reduced-order model, data-driven computational mechanics, physically-inspired neural networks
France

Activities

Employment (1)

Université Paris-Est Créteil: Créteil, FR

2023-09-01 to present | Associate Professor (Laboratoire de Modélisation et Simulation Multi-échelle)
Employment
Source: Self-asserted source
Felipe Rocha

Education and qualifications (7)

Laboratório Nacional de Computação Científica: Petropolis, RJ, BR

2015-03-01 to present | PhD (Computational Modelling)
Education
Source: Self-asserted source
Felipe Rocha

École Centrale de Nantes: Nantes, FR

2022-01-01 to 2023-08-31 | postdoc (Institut de Recherche en Génie Civil et Mécanique - GeM UMR 6183)
Education
Source: Self-asserted source
Felipe Rocha

École Polytechnique Fédérale de Lausanne: Lausanne, CH

2019-12-01 to 2021-11-30 | posdoc (Mathematics)
Education
Source: Self-asserted source
Felipe Rocha

Swansea University: Swansea, West Glamorgan, GB

2017-09-20 to 2018-02-28 | Visitor PhD Student (Zienckenwicz Centre for Computational Engineering)
Education
Source: Self-asserted source
Felipe Rocha

Laboratório Nacional de Computação Científica: Petropolis, RJ, BR

2013-03-01 to 2014-12-10 | Master of Science (Computational Modelling)
Education
Source: Self-asserted source
Felipe Rocha

Universidade Federal do Rio Grande do Norte: Natal, RN, BR

2008-02-01 to 2012-12-15 | Bachelor Eng (Mechanical Engineering)
Education
Source: Self-asserted source
Felipe Rocha

Arts et Métiers ParisTech: Paris, Île-de-France, FR

2011-09-01 to 2012-07-15 | Master M1 (Prototypage Virtuel)
Education
Source: Self-asserted source
Felipe Rocha

Works (11)

A consistent multiscale mechanical formulation for media with randomly distributed voids

International Journal of Solids and Structures
2023-11 | Journal article
Part of ISSN: 0020-7683
Contributors: Pablo Javier Blanco; P.J. Sánchez; F.F. Rocha; S. Toro; R.A. Feijóo
Source: Self-asserted source
Felipe Rocha

DeepBND: A machine learning approach to enhance multiscale solid mechanics

Journal of Computational Physics
2023-04 | Journal article | Author
Part of ISSN: 0021-9991
Contributors: Felipe Rocha; Simone Deparis; Pablo Antolin; Annalisa Buffa
Source: Self-asserted source
Felipe Rocha
grade
Preferred source (of 2)‎

felipefr/ddfenics: ddfenics

Zenodo
2023-02-16 | Software
Contributors: Felipe Rocha
Source: Self-asserted source
Felipe Rocha

felipefr/fetricks: fetricks

Zenodo
2023-02-16 | Software
Contributors: Felipe Rocha
Source: Self-asserted source
Felipe Rocha

felipefr/deepbnd: deepbnd

Zenodo
2023-02-15 | Software
Contributors: Felipe Rocha
Source: Self-asserted source
Felipe Rocha

felipefr/micmacsfenics: micmacsfenics

Zenodo
2023-02-15 | Software
Contributors: Felipe Rocha
Source: Self-asserted source
Felipe Rocha

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

Computers & Structures
2021-10-15 | Journal article
Part of ISSN: 0045-7949
Source: Self-asserted source
Felipe Rocha

Multi-scale modelling of arterial tissue: Linking networks of fibres to continua

Computer Methods in Applied Mechanics and Engineering
2018 | Journal article
EID:

2-s2.0-85050851696

Contributors: Rocha, F.F.; Blanco, P.J.; Sánchez, P.J.; Feijóo, R.A.
Source: Self-asserted source
Felipe Rocha via Scopus - Elsevier
grade
Preferred source (of 2)‎

Modelado Multiescala de Materiales: Análisis de Condiciones de Borde en Micro-Estructuras con Poros y/o Inclusiones que Alcanzan la Frontera del RVE

Congreso sobre Métodos Numéricos y sus Aplicaciones, 2017, La Plata. Anais do ENIEF 2017. La Plata
2017 | Conference abstract
Source: Self-asserted source
Felipe Rocha

ON THE CONSTITUTIVE MULTI-SCALE MODELING FOR FIBROUS TISSUES

International Conference on Computational and Mathematical Biomedical Engineering, 2017, PITTSBURGH
2017-04 | Conference paper
Source: Self-asserted source
Felipe Rocha

A multi-scale approach to model arterial tissue

XXXVI Ibero-Latin American Congress on Computational Methods in Engineering
2015-11-22 | Conference paper
Source: Self-asserted source
Felipe Rocha

Peer review (3 reviews for 3 publications/grants)

Review activity for Applied mathematical modelling. (1)
Review activity for Computers & structures. (1)
Review activity for Matemática aplicada e computacional (1)