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[JoΓ£o Ferreira]

Hi there πŸ‘‹

I'm a Researcher in Biomechanics and Invited Assistant Professor at the University of Porto. I am also Head of Data at DigestAID. I enjoy surfing, running, hiking, climbing, and playing video and board games in my free time.

πŸ’» Tech Stack

  • Bash
  • Python
  • PyTorch
  • TensorFlow
  • Fortran 77, Fortran 90, Fortran 95
  • Matlab
  • Abaqus
  • Fusion 360

🌱 I'm currently learning

  • Google Cloud Services
  • Terraform
  • Generation algorithms for physics-based synthetic data

πŸ“« How to reach me

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Joao Ferreira's Projects

constitutive_models icon constitutive_models

Notebooks in which stress-strain curves for different constitutive models of hyperelastic materials are computed. Also several relevant tensors in continuum mechanics are computed using sympy.

lem_pci icon lem_pci

A list of python functions to solve introductory algorithms

pinns-torch icon pinns-torch

PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.

umat-abaqus icon umat-abaqus

A general framework to develop material models (UMAT) in ABAQUS (Dassault Systèmes)

umat-abaqus_library icon umat-abaqus_library

A repository to deform a material under multiple loading conditions:monotonic, cyclic.

umat_cpp icon umat_cpp

UMAT binding with Cpp external routines

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