The continuous development and improvement of interatomic potential models for oxide glasses have made classical molecular dynamics a powerful computational technique routinely used for studying the structure and properties of such materials on a par with the more advanced experimental techniques. In this brief review, we retrace the development of the most used interatomic potential models from the earliest MD simulations up to now with a look at the possible future developments in this field due to the advent of the machine learning era and data-driven methods.

Interatomic potentials for oxide glasses: Past, present, and future / Pedone, A.; Bertani, M.; Brugnoli, L.; Pallini, A.. - In: JOURNAL OF NON-CRYSTALLINE SOLIDS. X. - ISSN 2590-1591. - 15:(2022), pp. N/A-N/A. [10.1016/j.nocx.2022.100115]

Interatomic potentials for oxide glasses: Past, present, and future

Pedone A.;
2022-01-01

Abstract

The continuous development and improvement of interatomic potential models for oxide glasses have made classical molecular dynamics a powerful computational technique routinely used for studying the structure and properties of such materials on a par with the more advanced experimental techniques. In this brief review, we retrace the development of the most used interatomic potential models from the earliest MD simulations up to now with a look at the possible future developments in this field due to the advent of the machine learning era and data-driven methods.
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Interatomic potentials for oxide glasses: Past, present, and future / Pedone, A.; Bertani, M.; Brugnoli, L.; Pallini, A.. - In: JOURNAL OF NON-CRYSTALLINE SOLIDS. X. - ISSN 2590-1591. - 15:(2022), pp. N/A-N/A. [10.1016/j.nocx.2022.100115]
Pedone, A.; Bertani, M.; Brugnoli, L.; Pallini, A.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1287215
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