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Yury Lysogorskiy

Ruhr Universität Bochum

17H-index
85Paper Count
1.4KCitation Count
Published Papers 24
Publication Date
Water Phase Diagram from a General-Purpose Atomic Cluster Expansion Potential
err2026-04-28
err0
PREAI
errEslam Ibrahim; Yury Lysogorskiy; Ralf Drautz; Pablo M. Piaggi
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Data-efficient machine-learning of complex Fe–Mo intermetallics using domain knowledge of chemistry and crystallography
err2026-04-20
err0
errOAAI
errMariano Forti; Alesya Malakhova; Yury Lysogorskiy; Wenhao Zhang; Jean-Claude Crivello; Jean-Marc Joubert; Ralf Drautz; Thomas Hammerschmidt
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From electrons to phase diagrams with machine learning potentials using pyiron based automated workflows
err2024-11-17
err1
errOAAI
errMenon, Sarath; Lysogorskiy, Yury; Knoll, Alexander L. M.; Leimeroth, Niklas; Poul, Marvin; Qamar, Minaam; Janssen, Jan; Mrovec, Matous; Rohrer, Jochen; Albe, Karsten; Behler, Joerg; Drautz, Ralf; Neugebauer, Joerg
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Non-basal plasticity in the μ-phase at room temperature
err2024-09-01
err1
errOAAI
errLuo, W.; Gasper, C.; Zhang, S.; Sun, P. L.; Ulumuddin, N.; Petrova, A.; Lysogorskiy, Y.; Drautz, R.; Xie, Z.; Korte-Kerzel, S.
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Non-collinear magnetic atomic cluster expansion for iron
err2024-01-11
err14
errOAAI
errRinaldi, Matteo; Mrovec, Matous; Bochkarev, Anton; Lysogorskiy, Yury; Drautz, Ralf
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Atomic cluster expansion for a general-purpose interatomic potential of magnesium
err2023-11-17
err6
errOAAI
errIbrahim, Eslam; Lysogorskiy, Yury; Mrovec, Matous; Drautz, Ralf
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Atomic Cluster Expansion for Quantum-Accurate Large-Scale Simulations of Carbon
err2023-06-22
err38
errOAAI
errQamar, Minaam; Mrovec, Matous; Lysogorskiy, Yury; Bochkarev, Anton; Drautz, Ralf
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Active learning strategies for atomic cluster expansion models
err2023-04-12
err40
errOAAI
errLysogorskiy, Yury; Bochkarev, Anton; Mrovec, Matous; Drautz, Ralf
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Multilayer atomic cluster expansion for semilocal interactions
err2022-11-01
err19
errOAAI
errBochkarev, Anton; Lysogorskiy, Yury; Ortner, Christoph; Csaenyi, Gaebor; Drautz, Ralf
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Efficient parametrization of the atomic cluster expansion
err2022-01-24
err60
PREAI
errBochkarev, Anton; Lysogorskiy, Yury; Menon, Sarath; Qamar, Minaam; Mrovec, Matous; Drautz, Ralf
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Automated free-energy calculation from atomistic simulations
err2021-10-11
err14
errOAAI
errMenon, Sarath; Lysogorskiy, Yury; Rogal, Jutta; Drautz, Ralf
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Angular-dependent interatomic potential for large-scale atomistic simulation of iron: Development and comprehensive comparison with existing interatomic models
err2021-06-30
err45
PREAI
errStarikov, Sergei; Smirnova, Daria; Pradhan, Tapaswani; Lysogorskiy, Yury; Chapman, Harry; Mrovec, Matous; Drautz, Ralf
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Performant implementation of the atomic cluster expansion (PACE) and application to copper and silicon
err2021-06-28
err126
errOAAI
errLysogorskiy, Yury; Oord, Cas van der; Bochkarev, Anton; Menon, Sarath; Rinaldi, Matteo; Hammerschmidt, Thomas; Mrovec, Matous; Thompson, Aidan; Csanyi, Gabor; Ortner, Christoph; Drautz, Ralf
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Optimized interatomic potential for study of structure and phase transitions in Si-Au and Si-Al systems
err2020-11-01
err38
PREAI
errStarikov, S.; Gordeev, I.; Lysogorskiy, Y.; Kolotova, L.; Makarov, S.
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Predicting structure zone diagrams for thin film synthesis by generative machine learning
err2020-03-26
err36
errOAAI
errBanko, Lars; Lysogorskiy, Yury; Grochla, Dario; Naujoks, Dennis; Drautz, Ralf; Ludwig, Alfred
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Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition
err2019-11-18
err43
errOAAI
errSutton, Christopher; Ghiringhelli, Luca M.; Yamamoto, Takenori; Lysogorskiy, Yury; Blumenthal, Lars; Hammerschmidt, Thomas; Golebiowski, Jacek R.; Liu, Xiangyue; Ziletti, Angelo; Scheffler, Matthias
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