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MRS Computational Materials Science Tutorial
Tools | 04 May 2022 | Contributor(s):: Panayotis Thalis Manganaris, Saaketh Desai, Arun Kumar Mannodi Kanakkithodi
Hands-on guide to the development of statistical models useful for materials design using python, sklearn, tensorflow, and intel extensions.
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Materials Simulation Toolkit for Machine Learning (MAST-ML) tutorial
Tools | 07 May 2021 | Contributor(s):: Ryan Jacobs, BENJAMIN AFFLERBACH
Tutorial showing the many use cases for the MAST-ML package to build, evaluate and analyze machine learning models for materials applications.
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Machine Learning Force Field for Materials
Tools | 25 Jan 2021 | Contributor(s):: Chi Chen, Yunxing Zuo
Machine learning force field for materials
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Stefan Bringuier
Researcher in materials science
https://nanohub.org/members/53015