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Additional data for "Hydrogen liquid-liquid transition from first principles and machine learning"

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2025

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Tenti, Giacomo
Nakano, Kousuke
Casula, Michele

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The dataset supports the paper "Hydrogen liquid-liquid transition from first principles and machine learning". The files contain: Final MACE machine learning interatomic potential used for all simulations. Trajectories and thermodynamic quantities obtained with classical NVT MD simulations on hydrogen systems with size N = 128, 256, 512, 2056 at various temperatures. Results obtained with ab initio MD simulation on a system of N=512 hydrogen atoms.  PIMD results at T = 900K and T=1000K

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Hydrogen liquid-liquid transition from first principles and machine learning
(2025) Tenti, Giacomo; Jäckl, Bastian; Nakano, Kousuke; Rupp, Matthias; Casula, Michele
Erschienen in: Physical Review B. American Physical Society (APS). 2025, 112(10), 104208. ISSN 2469-9950. eISSN 2469-9969. Verfügbar unter: doi: 10.1103/pbrk-3zgd
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ISO 690TENTI, Giacomo, Bastian JÄCKL, Kousuke NAKANO, Matthias RUPP, Michele CASULA, 2025. Additional data for "Hydrogen liquid-liquid transition from first principles and machine learning"
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