Cargando…
Evolving symbolic density functionals
Systematic development of accurate density functionals has been a decades-long challenge for scientists. Despite emerging applications of machine learning (ML) in approximating functionals, the resulting ML functionals usually contain more than tens of thousands of parameters, leading to a huge gap...
Autores principales: | Ma, He, Narayanaswamy, Arunachalam, Riley, Patrick, Li, Li |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for the Advancement of Science
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462698/ https://www.ncbi.nlm.nih.gov/pubmed/36083906 http://dx.doi.org/10.1126/sciadv.abq0279 |
Ejemplares similares
-
Time-independent harmonics dispersion relation for time-evolving nonlinear waves
por: Khajehtourian, Romik, et al.
Publicado: (2021) -
Density functional theory and ab initio molecular dynamics reveal atomistic mechanisms for carbonate clumped isotope reordering
por: Perez-Beltran, Saul, et al.
Publicado: (2023) -
Fast constructing polarity-switchable zinc-bromine microbatteries with high areal energy density
por: Dai, Chunlong, et al.
Publicado: (2022) -
Toward highly effective loading of DNA in hydrogels for high-density and long-term information storage
por: Fei, Zhongjie, et al.
Publicado: (2023) -
High cell density and high-resolution 3D bioprinting for fabricating vascularized tissues
por: You, Shangting, et al.
Publicado: (2023)