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Magnetic State Generation using Hamiltonian Guided Variational Autoencoder with Spin Structure Stabilization

Numerical generation of physical states is essential to all scientific research fields. The role of a numerical generator is not limited to understanding experimental results; it can also be employed to predict or investigate characteristics of uncharted systems. A variational autoencoder model is d...

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Detalles Bibliográficos
Autores principales: Kwon, Hee Young, Yoon, Han Gyu, Park, Sung Min, Lee, Doo Bong, Choi, Jun Woo, Won, Changyeon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188203/
https://www.ncbi.nlm.nih.gov/pubmed/34105288
http://dx.doi.org/10.1002/advs.202004795