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TiagoCAAmorim/README.md

Oi 👋

Hi, I'm Tiago, a reservoir engineer at Petrobras.

I'm also pursuing a Ph.D. in Petroleum Engineering at Unicamp, where my research focuses on integrating machine learning techniques to address some of the everyday challenges faced by reservoir engineers.

Currently, I'm exploring the potential of neural networks to partially replace traditional full porous-media numerical simulations in multi-run scenarios, aiming to reduce the number of required simulation runs.

Pinned Loading

  1. causal_inference causal_inference Public

    Exercises for Causal Inference class (MI628)

    Jupyter Notebook

  2. neural_networks neural_networks Public

    Projects from Neural Networks classes

  3. cmg-syntax cmg-syntax Public

    Syntax highlighting for CMG simulation files in VSCode

    Jupyter Notebook 1

  4. machine_learning machine_learning Public

    Projects for machine learning classes

    Jupyter Notebook

  5. SimModels SimModels Public

    Simulation models and results used in PHD

    GLSL

  6. simpython simpython Public

    Python code and helpers for my PHD research

    GLSL 1