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Canada, France, United States

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Education and qualifications (2)

Massachusetts Institute of Technology: Cambridge, MA, US

2021-09-01 to present | Ph.D. (Materials Science and Engineering)
Education
Source: Self-asserted source
Killian Sheriff

McGill University Faculty of Science: Montreal, QC, CA

2017-09-01 to 2021-05-01 | Joint Honours in Mathematics and Physics (Physics)
Education
Source: Self-asserted source
Killian Sheriff

Works (4)

Roadmap for the development of machine learning-based interatomic potentials

Modelling and Simulation in Materials Science and Engineering
2025-03-15 | Journal article
DOI: 10.1088/1361-651x/ad9d63
Part of ISSN: 0965-0393
Part of ISSN: 1361-651X
Contributors: Yong-Wei Zhang; Viacheslav Sorkin; Zachary H Aitken; Given Names Deactivated Family Name Deactivated; Jörg Behler; Aidan Thompson; Tsz Wai Ko; Shyue Ping Ong; Olga Chalykh; Dmitry Korogod et al.
Source: Self-asserted source
Killian Sheriff

Capturing short-range order in high-entropy alloys with machine learning potentials

2024 | Preprint
DOI: 10.48550/ARXIV.2401.06622
Contributors: Yifan Cao; Killian Sheriff; Rodrigo Freitas
Source: Self-asserted source
Killian Sheriff

Chemical-motif characterization of short-range order with E(3)-equivariant graph neural networks

npj Computational Materials
2024-09-13 | Journal article
DOI: 10.1038/s41524-024-01393-5
Contributors: Killian Sheriff; Yifan Cao; Rodrigo Freitas
Source: check_circle
Crossref

Quantifying chemical short-range order in metallic alloys

Proceedings of the National Academy of Sciences
2024-06-18 | Journal article
DOI: 10.1073/pnas.2322962121
Contributors: Killian Sheriff; Yifan Cao; Tess Smidt; Rodrigo Freitas
Source: check_circle
Crossref
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