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Recent Advances and Applications of Deep Learning Methods in Materials Science
Kamal Choudhary, Brian DeCost, Chi Chen +10
Deep learning (DL) is one of the fastest growing topics in materials data science, with rapidly emerging applications spanning atomistic, image-based, spectral, and textual data mo…
Comparison of the Tetrahedron Method to Smearing Methods for the Electronic Density of States
M. Y. Toriyama, A. M. Ganose, M. Dylla +7
The electronic density of states (DOS) highlights fundamental properties of materials that oftentimes dictate their properties, such as the band gap and Van Hove singularities. In…
Non-destructive Characterization of Anti-Reflective Coatings on PV Modules
Todd Karin, David Miller, Anubhav Jain
Anti-reflective coatings (ARCs) are used on the vast majority of solar photovoltaic (PV) modules to increase power production. However, ARC longevity can vary from less than 1 year…