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Guozheng Fan

4PUBLICATIONS
11CO-AUTHORS
Chemical and thermal processes in energy and combustionComputational physiologyComputational methods in fluid flow, heat and mass transfer (incl. computational fluid dynamics)
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Journal

Publications (4)

Sort by Publication Date:
|Jan 31, 2025
Advancing band structure simulations of complex systems of C, Si and SiC: a machine learning driven density functional tight-binding approach.

Guozheng Fan, Yu Jing, Thomas Frauenheim

|Jun 23, 2023
Machine Learning Enhanced DFTB Method for Periodic Systems: Learning from Electronic Density of States.

Wenbo Sun, Guozheng Fan, Tammo van der Heide

|Jan 21, 2023
TBMaLT, a flexible toolkit for combining tight-binding and machine learning.

A McSloy, G Fan, W Sun

|Oct 21, 2022
Obtaining Electronic Properties of Molecules through Combining Density Functional Tight Binding with Machine Learning.

Guozheng Fan, Adam McSloy, Bálint Aradi

Pageof 1

Frequent Collaborators

3 joint publications

Bálint Aradi

2 joint publications

Wenbo Sun

1 joint publications

A McSloy

1 joint publications

C Hölzer

1 joint publications

M Friede

1 joint publications

S Ehlert

1 joint publications

N-E Schütte

1 joint publications

S Grimme

1 joint publications

Chi-Yung Yam

1 joint publications

Tammo van der Heide

Frequent Collaborators

3 joint publications

Bálint Aradi

2 joint publications

Wenbo Sun

1 joint publications

A McSloy

1 joint publications

C Hölzer

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