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