logo
Loading...
Generative design of stable semiconductor materials using deep learning and density functional theory
Engineering and Technologynpj Computational Materials

Generative design of stable semiconductor materials using deep learning and density functional theory

E. M. D. Siriwardane, Y. Zhao, et al.

Explore groundbreaking advancements in semiconductor research with work conducted by Edirisuriya M. Dilanga Siriwardane, Yong Zhao, Indika Perera, and Jianjun Hu. This study unveils a novel computational pipeline integrating generative adversarial networks and high-throughput calculations, leading to the discovery of 12 stable AA'MH6 semiconductors boasting remarkable wide-bandgap properties.... show more
Introduction
Literature Review
Methodology
Key Findings
Discussion
Conclusion
Limitations
Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 22+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny