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lucaskloss/README.md

Hi, I'm Lucas 👋

I'm an applied physics student at EPFL, currently working on my master's thesis on the heat capacity of MOF-5 using machine-learning interatomic potentials and sparse automatic differentiation for efficient computation.

I enjoy developing scalable, readable, well-documented, and well-tested APIs and libraries in Python and C/C++. I am also interested in contributing to open-source projects in computational physics, machine learning, and software engineering.

Current interests

  • Python and C/C++ APIs, libraries, documentation, tests
  • Machine learning, computer vision, NLP, and data science
  • Scientific computing and physics simulations
  • Graphics programming and mathematical visualization
  • Basic frontend development with React

Technologies

Languages and frameworks

Python C C++ Bash JavaScript React

Scientific computing and machine learning

PyTorch scikit-learn NumPy SciPy Pandas OpenCV

Tools

Linux CMake Git Vulkan

GitHub activity

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  1. metatensor/metatomic metatensor/metatomic Public

    Atomistic machine learning models you can use everywhere for everything

    Python 48 13

  2. mof-heat-capacity mof-heat-capacity Public

    Molecular Dynamics simulation of MOF-5 with MLIPs and heat capacity calculation using automatic differentiation

    Python