First-Principles and Machine Learning Study of Anharmonic Vibration and Dielectric Properties of Materials

The book presents the author's development of two first-principles methods to calculate dielectric properties of materials based on anharmonic phonon and machine learning, and demonstrates an in-depth analysis of anharmonic crystals and molecular liquids. The anharmonic phonon method, combined...

Fuld beskrivelse

Bibliografiske detaljer

Hovedforfatter:	Amano, Tomohito (Author)
Institution som forfatter:	SpringerLink (Online service)
Format:	Electronisk eBog
Sprog:	engelsk
Udgivet:	Singapore : Springer Nature Singapore : Imprint: Springer, 2025.
Udgivelse:	1st ed. 2025.
Serier:	Springer Theses, Recognizing Outstanding Ph.D. Research,
Fag:	Mathematical physics. Computer simulation. Machine learning. Semiconductors. Condensed matter. Materials science > Data processing. Electronic structure. Quantum chemistry > Computer programs. Computational Physics and Simulations. Machine Learning. Condensed Matter Physics. Condensed Matter. Electronic Structure Calculations.
Online adgang:	https://doi.org/10.1007/978-981-96-4024-9
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!