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Linfeng Zhang, Han Wang, Roberto Car, E Weinan
Using the Deep Potential methodology, we construct a model that reproduces accurately the potential energy surface of the SCAN approximation of density functional theory for water, from low temperature and pressure to about 2400 K and 50 GPa, excluding the vapor stability region. The computational efficiency of the model makes it possible to predict its phase diagram using molecular dynamics. Satisfactory overall agreement with experimental results is obtained. The fluid phases, molecular and ionic, and all the stable ice polymorphs, ordered and disordered, are predicted correctly, with the exception of ice III and XV that are stable in experiments, but metastable in the model. The evolution of the atomic dynamics upon heating, as ice VII transforms first into ice VII^{''} and then into an ionic fluid, reveals that molecular dissociation and breaking of the ice rules coexist with strong covalent fluctuations, explaining why only partial ionization was inferred in experiments.
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Zhang, L., Wang, H., Car, R., & Weinan, E. (2021). Phase Diagram of a Deep Potential Water Model. Physical Review Letters, 126(23), 236001. https://doi.org/10.1103/physrevlett.126.236001
Zhang, Linfeng, et al. "Phase Diagram of a Deep Potential Water Model." Physical Review Letters, vol. 126, no. 23, 2021, pp. 236001, https://doi.org/10.1103/physrevlett.126.236001.
Zhang, Linfeng, Han Wang, Roberto Car, and E Weinan. "Phase Diagram of a Deep Potential Water Model." Physical Review Letters 126, no. 23 (2021): 236001. https://doi.org/10.1103/physrevlett.126.236001.
Zhang L., Wang H., Car R. [и др.] Phase Diagram of a Deep Potential Water Model // Physical Review Letters. — 2021. — Vol. 126, № 23. — P. 236001. — URL: https://doi.org/10.1103/physrevlett.126.236001
@article{zhang2021phase,
title = {{Phase Diagram of a Deep Potential Water Model}},
author = {Linfeng Zhang and Han Wang and Roberto Car and E Weinan},
journal = {Physical Review Letters},
year = {2021},
volume = {126},
number = {23},
pages = {236001},
doi = {10.1103/physrevlett.126.236001},
url = {https://doi.org/10.1103/physrevlett.126.236001}
}TY - JOUR AU - Zhang, Linfeng AU - Wang, Han AU - Car, Roberto AU - Weinan, E TI - Phase Diagram of a Deep Potential Water Model JO - Physical Review Letters VL - 126 IS - 23 SP - 236001 PY - 2021 DA - 2021/06/09 DO - 10.1103/physrevlett.126.236001 UR - https://doi.org/10.1103/physrevlett.126.236001 ER -
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