Research Topic

2D materials

3 publications exploring this topic

2021

2021
cited 12

Active Learning in Bayesian Neural Networks for Bandgap Predictions of Novel Van der Waals Heterostructures

Fronzi M., Isayev O., Winkler D. A., Shapter J. G., Ellis A. V., Sherrell P. C., Shepelin N. A., Corletto A., Ford M. J.

Advanced Intelligent Systems , 3 (2021)

Materials Informatics
Ai For Science
DOI

2020

2020
cited 17

High Throughput Screening of Millions of van der Waals Heterostructures for Superlubricant Applications

Fronzi M., Tawfik S. A., Ghazaleh M. A., Isayev O., Winkler D. A., Shapter J., Ford M. J.

Advanced Theory and Simulations , 3 (2020)

Materials Informatics
DOI

2018

2018
cited 82

Efficient Prediction of Structural and Electronic Properties of Hybrid 2D Materials Using Complementary DFT and Machine Learning Approaches

Tawfik S. A., Isayev O., Stampfl C., Shapter J., Winkler D. A., Ford M. J.

Advanced Theory and Simulations , 2 (2018)

Materials Informatics
Quantum Chemistry
DOI