Discover Shmoo137/Two-Molecules-1D-Trap Open Source project

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Created over 4 years ago
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Shmoo137

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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 quench dynamics of two interacting ultracold molecules" by A. Dawid & M. Tomza

SummerSchool2021_MLinQuantum

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

Lecture-Notes

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

Jupyter Notebook

Interpretable-Phase-Classification

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

Hessian-Based-Toolbox

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