This book introduces the fundamentals of cutting-edge perovskite materials, explores the use of machine learning in their design, and highlights their applications in optoelectronic devices, offering an in-depth review for recent progress and insights on the future prospect.
1. Introduction to Perovskite Materials
Lichun Chang and Daniel Walter
2. Optoelectronic Properties of Perovskites
Jinzhi Si, Hualin Zhan and Daniel Walter
3. Machine Learning for Predicting and Improving Perovskite Properties
Wilson Liu and Hualin Zhan
4. Comparative Analysis of Perovskites and Other Semiconductors
Viqar Ahmad and Daniel Walter
5. Perovskite-Based LEDs
Zhanhua Wei
6. Perovskite-Based Photodetectors
Ying Zhou
7. Perovskite-Based X-Ray Detectors
Guangda Niu
8. Perovskite-Based Lasers
Viqar Ahmad and Daniel Walter
9. Perovskite-Based Photocatalysts
Doudou Zhang
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