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  1. SummerSchool2021_MLinQuantum SummerSchool2021_MLinQuantum Public

    The repository contains Jupyter notebooks for hands-on tutorials organized within the Summer School: Machine Learning for Quantum Physics and Chemistry (24th August - 3rd September 2021, Warsaw).

    Jupyter Notebook 38 11

  2. Lecture-Notes Lecture-Notes Public

    Repository for figures and tex files of the book "Modern applications of machine learning in quantum sciences"

    Jupyter Notebook 19 2

  3. Interpretable-Phase-Classification Interpretable-Phase-Classification Public

    The repository accompanying the research paper "Phase Detection with Neural Networks: Interpreting the Black Box" by A. Dawid, P. Huembeli, M. Tomza, M. Lewenstein, and A. Dauphin

    Jupyter Notebook 8

  4. Hessian-Based-Toolbox Hessian-Based-Toolbox Public

    The repository accompanying the research paper "Hessian-based toolbox for more reliable and interpretable machines learning physics" by A. Dawid, P. Huembeli, M. Tomza, M. Lewenstein, and A. Dauphin

    Jupyter Notebook 5 2

  5. Detection-Of-Laser-Cooled-Molecules Detection-Of-Laser-Cooled-Molecules Public

    The repository accompanying the research paper "Automated detection of laser cooling schemes for ultracold molecules" by A. Dawid, N. Bigagli, D. W. Savin, and S. Will

    Cypher 2

  6. Two-Molecules-1D-Trap Two-Molecules-1D-Trap Public

    The repository accompanying the research papers: (1) "Two interacting ultracold molecules in a one-dimensional harmonic trap" by A. Dawid, M. Lewenstein, & M. Tomza, (2) "Magnetic properties and qu…

    C++ 1