Bond order redefinition needed to reduce inherent noise in molecular dynamics simulations
| Autor: | Nikodemus Umbu Janga Hauwali, Fatimah A. Noor, Ahmad Rosikhin, Toto Winata, Euis Sustini, Ibnu Syuhada |
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| Rok vydání: | 2021 |
| Předmět: |
Work (thermodynamics)
Multidisciplinary Phonon Computer science Science Interatomic potential 02 engineering and technology 021001 nanoscience & nanotechnology 01 natural sciences Bond order Article Molecular dynamics Noise Lattice constant 0103 physical sciences Medicine Factory (object-oriented programming) Atomic and molecular physics Statistical physics Condensed-matter physics 010306 general physics 0210 nano-technology |
| Zdroj: | Scientific Reports, Vol 11, Iss 1, Pp 1-12 (2021) Scientific Reports |
| ISSN: | 2045-2322 |
| DOI: | 10.1038/s41598-020-80217-0 |
| Popis: | In this work, we present the bond order redefinition needed to reduce the inherent noise in order to enhance the accuracy of molecular dynamics simulations. We propose defining the bond order as a fraction of energy distribution. It happens due to the character of the material in nature, which tries to maintain its environment. To show the necessity, we developed a factory empirical interatomic potential (FEIP) for carbon that implements the redefinition with a short-range interaction approach. FEIP has been shown to enhance the accuracy of the calculation of lattice constants, cohesive energy, elastic properties, and phonons compared to experimental data, and can even be compared to other potentials with the long-range interaction approach. The enhancements due to FEIP can reduce the inherent noise, then provide a better prediction of the energy based on the behaviour of the atomic environment. FEIP can also transform simple two-body interactions into many-body interactions, which is useful for enhancing accuracy. Due to implementing the bond order redefinition, FEIP offers faster calculations than other complex interatomic potentials. |
| Databáze: | OpenAIRE |
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