Search Results for author: Bart Olsthoorn

Found 3 papers, 3 papers with code

Finding hidden order in spin models with persistent homology

1 code implementation10 Sep 2020 Bart Olsthoorn, Johan Hellsvik, Alexander V. Balatsky

Persistent homology (PH) is a relatively new field in applied mathematics that studies the components and shapes of discrete data.

Statistical Mechanics Materials Science

Band gap prediction for large organic crystal structures with machine learning

1 code implementation30 Oct 2018 Bart Olsthoorn, R. Matthias Geilhufe, Stanislav S. Borysov, Alexander V. Balatsky

Machine-learning models are capable of capturing the structure-property relationship from a dataset of computationally demanding ab initio calculations.

Band Gap BIG-bench Machine Learning

Online Search Tool for Graphical Patterns in Electronic Band Structures

1 code implementation31 Oct 2017 Stanislav S. Borysov, Bart Olsthoorn, M. Berk Gedik, R. Matthias Geilhufe, Alexander V. Balatsky

We present an online graphical pattern search tool for electronic band structure data contained within the Organic Materials Database (OMDB) available at http://omdb. diracmaterials. org/search/pattern.

Materials Science

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