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cond-mat.mtrl-sci2024★ 3 cited
Discovery of Novel Silicon Allotropes with Optimized Band Gaps to Enhance Solar Cell Efficiency through Evolutionary Algorithms and Machine Learning
Mostafa Yaghoobi, Mojtaba Alaei, Mahtab Shirazi +2
In the pursuit of advancing solar energy technologies, this study presents 20 direct and quasi-direct band gap silicon crystalline semiconductors that satisfy the Shockley-Queisser…
cond-mat.mtrl-sci2021
Machine Learning for compositional disorder: A Comparison Between Different Descriptors and Machine Learning Frameworks
Mostafa Yaghoobi, Mojtaba Alaei
Compositional disorder is common in crystal compounds. In these compounds, some atoms are randomly distributed at some crystallographic sites. For such compounds, randomness forms…