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Ralf Drautz
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Atomic cluster expansion for accurate and transferable interatomic potentials
R Drautz
Physical Review B 99 (1), 014104, 2019
5772019
On the effect of alloy composition on martensite start temperatures and latent heats in Ni–Ti-based shape memory alloys
J Frenzel, A Wieczorek, I Opahle, B Maaß, R Drautz, G Eggeler
Acta Materialia 90, 213-231, 2015
4282015
First-principles study on the interaction of H interstitials with grain boundaries in - and -Fe
YA Du, L Ismer, J Rogal, T Hickel, J Neugebauer, R Drautz
Physical Review B—Condensed Matter and Materials Physics 84 (14), 144121, 2011
2932011
Metallic NiPS3@NiOOH Core–Shell Heterostructures as Highly Efficient and Stable Electrocatalyst for the Oxygen Evolution Reaction
B Konkena, J Masa, AJR Botz, I Sinev, W Xia, J Koßmann, R Drautz, ...
Acs Catalysis 7 (1), 229-237, 2017
2542017
Magnetism and thermodynamics of defect-free Fe-Cr alloys
TPC Klaver, R Drautz, MW Finnis
Physical Review B—Condensed Matter and Materials Physics 74 (9), 094435, 2006
2402006
New Superconducting and Semiconducting Fe-B Compounds Predicted <?format ?>with an Ab Initio Evolutionary Search
AN Kolmogorov, S Shah, ER Margine, AF Bialon, T Hammerschmidt, ...
Physical review letters 105 (21), 217003, 2010
2282010
TCP phase predictions in Ni-based superalloys: structure maps revisited
B Seiser, R Drautz, DG Pettifor
Acta Materialia 59 (2), 749-763, 2011
2162011
Diffusion of solutes in fcc Cobalt investigated by diffusion couples and first principles kinetic Monte Carlo
S Neumeier, HU Rehman, J Neuner, CH Zenk, S Michel, S Schuwalow, ...
Acta Materialia 106, 304-312, 2016
1702016
Monte Carlo study of thermodynamic properties and clustering in the bcc Fe-Cr system
MY Lavrentiev, R Drautz, D Nguyen-Manh, TPC Klaver, SL Dudarev
Physical Review B 75 (1), 014208, 2007
1652007
Performant implementation of the atomic cluster expansion (PACE) and application to copper and silicon
Y Lysogorskiy, C Oord, A Bochkarev, S Menon, M Rinaldi, ...
npj computational materials 7 (1), 97, 2021
1462021
Structure and magnetism in bcc-based iron-cobalt alloys
A Díaz-Ortiz, R Drautz, M Fähnle, H Dosch, JM Sanchez
Physical Review B—Condensed Matter and Materials Physics 73 (22), 224208, 2006
1242006
Atomic cluster expansion: Completeness, efficiency and stability
G Dusson, M Bachmayr, G Csányi, R Drautz, S Etter, C van Der Oord, ...
Journal of Computational Physics 454, 110946, 2022
1212022
First-principles study of carbon segregation in bcc iron symmetrical tilt grain boundaries
J Wang, R Janisch, GKH Madsen, R Drautz
Acta Materialia 115, 259-268, 2016
1162016
Valence-dependent analytic bond-order potential for transition metals
R Drautz, DG Pettifor
Physical Review B—Condensed Matter and Materials Physics 74 (17), 174117, 2006
1122006
Spin-cluster expansion: Parametrization of the general adiabatic magnetic energy surface with ab initio accuracy
R Drautz, M Fähnle
Physical Review B 69 (10), 104404, 2004
1112004
Atomic cluster expansion of scalar, vectorial, and tensorial properties including magnetism and charge transfer
R Drautz
Physical Review B 102 (2), 024104, 2020
982020
pyiron: An integrated development environment for computational materials science
J Janssen, S Surendralal, Y Lysogorskiy, M Todorova, T Hickel, R Drautz, ...
Computational Materials Science 163, 24-36, 2019
982019
Analytic bond-order potential for the gallium arsenide system
DA Murdick, XW Zhou, HNG Wadley, D Nguyen-Manh, R Drautz, ...
Physical Review B—Condensed Matter and Materials Physics 73 (4), 045206, 2006
982006
The design space of e (3)-equivariant atom-centered interatomic potentials
I Batatia, S Batzner, DP Kovács, A Musaelian, GNC Simm, R Drautz, ...
arXiv preprint arXiv:2205.06643, 2022
932022
On the role of Re in the stress and temperature dependence of creep of Ni-base single crystal superalloys
P Wollgramm, H Buck, K Neuking, AB Parsa, S Schuwalow, J Rogal, ...
Materials Science and Engineering: A 628, 382-395, 2015
912015
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