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Always learning
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Always learning
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shayansss/README.md

Hi there 👋

Parts of my academic research data are allowed to be open-sourced, as follows:

  • PSA: Pre-Stress Algorithm: This is a unified optimizer for large-scale pre-stressing analysis in articular cartilage models using Abaqus Fortran subroutines and Python scripts.

  • HML: Hybrid Machine Learning: Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in multi-physics modeling of soft tissues.

  • PMSE: Pointwise Mean Squared Error: Implementation of a simple pointwise metric for machine-learning-based surrogate modeling in Python using Keras and Abaqus.

  • BioUMAT: Abaqus Fortran subroutine for cartilage multiphasic modeling: This code is the Fortran 77 version of the UMAT, FLOW, and SDVINI subroutines of the cartilage model, I firstly proposed in my Master's thesis. The model with minor modifications was used in several publications.

Pinned

  1. hml hml Public

    Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in multi-physics modeling of soft tissues.

    Jupyter Notebook 8 1

  2. pmse pmse Public

    Implementation of a new pointwise metric using Keras and Abaqus.

    Jupyter Notebook 3

  3. bioumat bioumat Public

    This code is the Fortran 77 version of the UMAT, FLOW, and SDVINI subroutines of the cartilage model, I firstly proposed in my Master's thesis. The model with minor modification was used in several…

    Fortran 1 3

  4. psa psa Public

    Large scale implementation of pre-stressing in a multiphasic cartilage model in Abaqus

    Python 1