Guozheng Fan (G Fan)

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 4

Top Topics

Health Information

Machine Learning

Top Venues

The Journal of chemical physics

The journal of physical chemistry letters

Journal of chemical theory and computation

This page only lists publications with an associated author ORCID identifier.

Publications

Wenbo Sun, Guozheng Fan, Tammo van der Heide, Adam McSloy, Thomas Frauenheim, Bálint Aradi
Machine Learning Enhanced DFTB Method for Periodic Systems: Learning from Electronic Density of States. Journal of chemical theory and computation (2023)
A McSloy, Guozheng Fan, Wenbo Sun, Christian Hölzer, Marvin Friede, Sebastian Ehlert, N-E Schütte, Stefan Grimme, T Frauenheim, Bálint Aradi
TBMaLT, a flexible toolkit for combining tight-binding and machine learning. The Journal of chemical physics 158 (3) (2023)
A McSloy, Guozheng Fan, Wenbo Sun, Christian Hölzer, Marvin Friede, Sebastian Ehlert, N-E Schütte, Stefan Grimme, T Frauenheim, Bálint Aradi
TBMaLT, a flexible toolkit for combining tight-binding and machine learning. The Journal of chemical physics 158 (3) (2023)
Guozheng Fan, Adam McSloy, Bálint Aradi, Chi-Yung Yam, Thomas Frauenheim
Obtaining Electronic Properties of Molecules through Combining Density Functional Tight Binding with Machine Learning. The journal of physical chemistry letters 13 (43) (2022)