Workshop tutorials
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Archive of tutorials based on input files and command-line use of MLatom
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- `accurate and fast calculation of enthalpies of formation with uncertainty estimates <http://mlatom.com/hofs/>`_
- `simulating absorption spectra with ML-nuclear ensemble approach <http://mlatom.com/tutorial/tutorial-mlnea/>`_
- `examples to get started in using ML for quantum chemistry from Chapter 11 Quantum Chemistry Assisted by Machine Learning in  Advances in Quantum Chemistry: Chemical Physics and Quantum Chemistry, Volume 81 <http://mlatom.com/aqctutorial/>`_
- `using MLatom GUI <http://mlatom.com/mlatom-gui-tutorial/>`_
- `Tutorial on Machine Learning-based Quantum Dissipative Dynamics <http://mlatom.com/mlqd/>`_

Workshop tutorials
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Attend our upcoming workshops or check out available materials for the past workshops:

* 2024-11-04 to 2024-11-05: AI for Computational Chemistry Workshop is organized under 16th Thai summer School in Computational Chemistry - TS2C2, 2024.
* 2024-09-09 to 2024-09-13: CZS Summer School 2024, Karlsruhe, Germany. `Lectures <http://dr-dral.com/wp-content/uploads/2024/09/CZS_Dral_wm.pdf>`__ and `Jupyter notebooks <https://github.com/JakubMartinka/karlsruhe2024>`__.
* 2024-07-01 to 2024-07-05: The third XACS workshop, Zhengzhou University. Materials are available at https://xacs.xmu.edu.cn/docs/workshop-2024/?id=2 after signing in to the XACS cloud (signing up is free).
* 2024-01-24: ML Chemical Physics Simulations Done Easy with MLatom@XACS. Aix Marseille University, Marseille, France, January 24, 2024. (related tutorial materials to be available soon)
* 2023-12-06: `Practical introduction to machine learning in chemical physics with MLatom@XACS <https://xacs.xmu.edu.cn/docs/workshop_Torun/index.html>`__, Institute of Physics of Nicolaus Copernicus University in Toruń, Poland
* 2023-05-12 to 2023-05-16: `The second XACS workshop <https://xacs.xmu.edu.cn/docs/workshop-2023/>`__, held at Xiamen University, on May 12–16, 2023
* 2022-09-05 to 2022-09-09: `CECAM school MLQCDyn <https://www.cecam.org/workshop-details/1133#description_tab>`__ (`tutorial <http://mlatom.com/tutorial-on-ml-in-cecam-school-mlqcdyn-featuring-mlatomxacs/>`__)
* 2022-04-22 to 2022-04-24: `The first XACS Workshop <http://xacs.xmu.edu.cn/articles/Workshop/42>`__