Publications of Jörg Neugebauer

Raabe, D.; Mianroodi, J. R.; Neugebauer, J.: Accelerating the design of compositionally complex materials via physics-informed artificial intelligence. Nature Computational Science 3 (3), pp. 198 - 209 (2023)

Poul, M.; Huber, L.; Bitzek, E.; Neugebauer, J.: Systematic atomic structure datasets for machine learning potentials: Application to defects in magnesium. Physical Review B 107, 104103 (2023)

Sözen, H. I.; Ener, S.; Maccari, F.; Fayyazi, B.; Gutfleisch, O.; Neugebauer, J.; Hickel, T.: Combined ab initio and experimental screening of phase stabilities in the Ce–Fe–Ti–X system (X=3d and 4d metals). Physical Review Materials 7 (1), 014410 (2023)

Katnagallu, S.; Freysoldt, C.; Gault, B.; Neugebauer, J.: Ab initio vacancy formation energies and kinetics at metal surfaces under high electric field. Physical Review B 107 (4), L041406 (2023)

Srinivasan, P.; Shapeev, A.; Neugebauer, J.; Körmann, F.; Grabowski, B.: Anharmonicity in bcc refractory elements: A detailed ab initio analysis. Physical Review B 107 (1), 014301 (2023)

Ghosh, S.; Sotskov, V.; Shapeev, A.; Neugebauer, J.; Körmann, F.: Short-range order and phase stability of CrCoNi explored with machine learning potentials. Physical Review Materials 6 (11), 113804 (2022)

Rao, Z.; Tung, P.-Y.; Xie, R.; Wei, Y.; Zhang, H.; Ferrari, A.; Klaver, T. P. C.; Körmann, F.; Prithiv, T. S.; Kwiatkowski da Silva, A. et al.; Chen, Y.; Li, Z.; Ponge, D.; Neugebauer, J.; Gutfleisch, O.; Bauer, S.; Raabe, D.: Machine learning–enabled high-entropy alloy discovery. Science 378 (6615), pp. 78 - 85 (2022)

Sasidhar, K. N.; Hamidi Siboni, N.; Mianroodi, J. R.; Rohwerder, M.; Neugebauer, J.; Raabe, D.: Deep learning framework for uncovering compositional and environmental contributions to pitting resistance in passivating alloys. npj Materials Degradation 6 (1), 71 (2022)

Dsouza, R.; Huber, L.; Grabowski, B.; Neugebauer, J.: Approximating the impact of nuclear quantum effects on thermodynamic properties of crystalline solids by temperature remapping. Physical Review B 105 (18), 184111 (2022)

Schaarschmidt, J.; Yuan, J.; Strunk, T.; Kondov, I.; Huber, S. P.; Pizzi, G.; Kahle, L.; Bolle, F. T.; Castelli, I. E.; Vegge, T. et al.; Hanke, F.; Hickel, T.; Neugebauer, J.; Rego, C. R. C.; Wenzel, W.: Workflow Engineering in Materials Design within the BATTERY 2030+Project. Advanced Energy Materials 12 (17), 2102638 (2022)

Mendive-Tapia, E.; Neugebauer, J.; Hickel, T.: Ab initio calculation of the magnetic Gibbs free energy of materials using magnetically constrained supercells. Physical Review B 105 (16), 064425 (2022)

Yoo, S.-H.; Kim, S.-H.; Woods, E.; Gault, B.; Todorova, M.; Neugebauer, J.: Origins of the hydrogen signal in atom probe tomography: case studies of alkali and noble metals. New Journal of Physics 24, 013008 (2022)

Sreekala, L.; Dey, P.; Hickel, T.; Neugebauer, J.: Unveiling nonmonotonic chemical trends in the solubility of H in complex Fe–Cr–Mn carbides by means of ab initio based approaches. Physical Review Materials 6 (1), 014403 (2022)

Freysoldt, C.; Neugebauer, J.; Tan, A. M. Z.; Hennig, R. G.: Limitations of empirical supercell extrapolation for calculations of point defects in bulk, at surfaces, and in two-dimensional materials. Physical Review B 105 (1), 014103 (2022)

Kim, S.-H.; Yoo, S.-H.; Chakraborty, P.; Jeong, J.; Lim, J.; El-Zoka, A.; Zhou, X.; Stephenson, L.; Hickel, T.; Neugebauer, J. et al.; Scheu, C.; Todorova, M.; Gault, B.: Understanding Alkali Contamination in Colloidal Nanomaterials to Unlock Grain Boundary Impurity Engineering. Journal of the American Chemical Society 144 (2), pp. 987 - 994 (2022)

Kim, S.-H.; Yoo, S.-H.; Shin, S.; El-Zoka, A.; Kasian, O.; Lim, J.; Jeong, J.; Scheu, C.; Neugebauer, J.; Lee, H. et al.; Todorova, M.; Gault, B.: Controlled Doping of Electrocatalysts through Engineering Impurities. Advanced Materials, 2203030 (2022)

Alam, M.; Lymperakis, L.; Groh, S.; Neugebauer, J.: MEAM interatomic potentials of Ni, Re, and Ni–Re alloys for atomistic fracture simulations. Modelling and Simulation in Materials Science and Engineering 30 (1), 015002 (2021)

Ikeda, Y.; Gubaev, K.; Neugebauer, J.; Grabowski, B.; Körmann, F.: Chemically induced local lattice distortions versus structural phase transformations in compositionally complex alloys. npj Computational Materials 7 (1), 34 (2021)

Morgado, F. F.; Katnagallu, S.; Freysoldt, C.; Klaes, B.; Vurpillot, F.; Neugebauer, J.; Raabe, D.; Neumeier, S.; Gault, B.; Stephenson, L.: Revealing atomic-scale vacancy-solute interaction in nickel. Scripta Materialia 203, 114036 (2021)

Morgado, F. F.; Katnagallu, S.; Freysoldt, C.; Klaes, B.; Vurpillot, F.; Neugebauer, J.; Raabe, D.; Neumeier, S.; Gault, B.; Stephenson, L.: Corrigendum to Revealing atomic-scale vacancy-solute interaction in nickel (Scripta Materialia (2021) 203, (114036) (S135964622100316X), (10.1016/j.scriptamat.2021.114036)). Scripta Materialia 205, 114213 (2021)