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Sandberg, Johannes and Voigtmann, Thomas and Devijver, Emilie and Jakse, Noel (2025) Homogeneous nucleation of undercooled Al-Ni melts via a machine-learned interaction potential. Journal of Chemical Physics, 163, p. 214503. American Institute of Physics (AIP). doi: 10.1063/5.0299431. ISSN 0021-9606.
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| Item URL in elib: | https://elib.dlr.de/220249/ | ||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||
| Title: | Homogeneous nucleation of undercooled Al-Ni melts via a machine-learned interaction potential | ||||||||||||||||||||
| Authors: |
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| Date: | 1 December 2025 | ||||||||||||||||||||
| Journal or Publication Title: | Journal of Chemical Physics | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||
| Volume: | 163 | ||||||||||||||||||||
| DOI: | 10.1063/5.0299431 | ||||||||||||||||||||
| Page Range: | p. 214503 | ||||||||||||||||||||
| Publisher: | American Institute of Physics (AIP) | ||||||||||||||||||||
| ISSN: | 0021-9606 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | machine learning, ab initio simulations, metallic melts, neural network potentials | ||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||
| HGF - Program Themes: | Research under Space Conditions | ||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||
| DLR - Program: | R FR - Research under Space Conditions | ||||||||||||||||||||
| DLR - Research theme (Project): | R - Material Design and New Materials | ||||||||||||||||||||
| Location: | Köln-Porz | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Materials Physics in Space > Scientific Experiments MP | ||||||||||||||||||||
| Deposited By: | Voigtmann, Dr.rer.nat. Thomas | ||||||||||||||||||||
| Deposited On: | 22 Dec 2025 10:07 | ||||||||||||||||||||
| Last Modified: | 22 Dec 2025 10:07 |
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