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K

Killian Sheriff

massachusetts institute of technology

5H-index
13Paper Count
110Citation Count
Published Papers 7
Publication Date
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Machine learning potentials for modeling alloys across compositions
errScience Advances
IF12.5
err2026-06-19
err0
errOAAI
errKillian Sheriff; Daniel Z. Xiao; Yifan Cao; Lewis R. Owen; Rodrigo Freitas
errShare
errSave
DiffSyn: a generative diffusion approach to materials synthesis planning
errNature Computational Science
IF18.3
err2026-02-02
err0
PREAI
errElton Pan; Soonhyoung Kwon; Sulin Liu; Mingrou Xie; Alexander J. Hoffman; Yifei Duan; Thorben Prein; Killian Sheriff; Yuriy Roman-Leshkov; Manuel Moliner; Rafael Gomez-Bombarelli; Elsa A. Olivetti
errShare
errSave
Dislocation-mediated short-range order evolution during thermomechanical processing
errActa Materialia
IF9.3
err2025-12-23
err0
PREAI
errMahmudul Islam; Killian Sheriff; Rodrigo Freitas
errShare
errSave
Nonequilibrium chemical short-range order in metallic alloys
errNature Communications
IF15.7
err2025-10-08
err0
errOAAI
errMahmudul Islam; Killian Sheriff; Yifan Cao; Rodrigo Freitas
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errSave
Capturing short-range order in high-entropy alloys with machine learning potentials
errnpj Computational Materials
IF11.9
err2025-08-21
err0
errOAAI
errYifan Cao; Killian Sheriff; Rodrigo Freitas
errShare
errSave
Chemical-motif characterization of short-range order with E(3)-equivariant graph neural networks
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-09-13
err0
errOAAI
errSheriff, Killian; Cao, Yifan; Freitas, Rodrigo
errShare
errSave
Quantifying chemical short-range order in metallic alloys
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2024-06-13
err3
errOAAI
errSheriff, Killian; Cao, Yifan; Smidt, Tess; Freitas, Rodrigo
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Y
Yuriy Román‐Leshkov
H-index: 78 · Papers: 299
E
Elsa Olivetti
H-index: 46 · Papers: 235
R
Rafael Gómez‐Bombarelli
H-index: 42 · Papers: 280
T
Tess Smidt
H-index: 23 · Papers: 126
A
Alexander J. Hoffman
H-index: 15 · Papers: 30
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