2 citations · 3 across the 3 of their papers we have counts for
3 papers
Computational screening and experimental validation of promising Wadsley-Roth Niobates
Zachary J. L. Bare, CJ Sturgill, Manish Kumar +5
The growing demand for efficient, high-capacity energy storage systems has driven extensive research into advanced materials for lithium-ion batteries. Among the various candidates…
Accurate Crystal Structure Prediction of New 2D Hybrid Organic Inorganic Perovskites
Nima Karimitari, William J. Baldwin, Evan W. Muller +4
Low dimensional hybrid organic-inorganic perovskites (HOIPs) represent a promising class of electronically active materials for both light absorption and emission. The design space…
Leveraging Domain Adaptation for Accurate Machine Learning Predictions of New Halide Perovskites
Dipannoy Das Gupta, Zachary J. L. Bare, Suxuen Yew +5
We combine graph neural networks (GNN) with an inexpensive and reliable structure generation approach based on the bond-valence method (BVM) to train accurate machine learning mode…