Practical Perovskite Nanomaterials for Modern Optoelectronic Devices

A special issue of Nanomaterials (ISSN 2079-4991). This special issue belongs to the section "Inorganic Materials and Metal-Organic Frameworks".

Deadline for manuscript submissions: 30 November 2025 | Viewed by 886

Special Issue Editors


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Guest Editor
Laboratory of Solid-State Optoelectronics Information Technology, Beijing Key Laboratory of Low Dimensional Semiconductor Materials and Devices, Institute of Semiconductors, Chinese Academy of Sciences, Beijing 100083, China
Interests: photoelectric devices; perovskite nanomaterials; solar cells; nanolasers; photochromic lens

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Guest Editor
Zhejiang Engineering Research Center of MEMS, School of Mathematical Information, Shaoxing University, Shaoxing 312000, China
Interests: semiconductor nanomaterials; light-emitting devices; perovskite films; solar cells

Special Issue Information

Dear Colleagues,

Metal halide perovskites have revolutionized optoelectronics with their exceptional combination of optical and electronic properties: broad absorption coefficients, bandgap tunability, and solution-processable nanoscale synthesis. Today, perovskite nanomaterials—including nanocrystals, quantum dots, and 2D-layered structures—stand at the forefront of next-generation optoelectronics, offering unprecedented opportunities for energy conversion, light emission, and photonic integration. This Special Issue aims to bridge the gap between fundamental science and practical implementation by showcasing state-of-the-art research on perovskite nanomaterials for modern optoelectronic applications. We seek to highlight innovations that address critical challenges in efficiency, stability, scalability, and environmental sustainability while exploring emerging developments in device integration. The scope of this topic includes the fundamental properties of perovskite nanomaterials at the nanoscale, energy conversion (solar cells), light emission (LEDs, lasers), interdisciplinary solutions for practical deployment, including roll-to-roll manufacturing, flexible electronics, and tandem architecture.

Research topics primarily include, but are not limited to, the following:

  1. Solar energy conversion: tandem technology, improved stability, and scalable manufacturing.
  2. Light-emitting and display technologies: high-efficiency perovskite LEDs, micro/nano LED arrays, and flexible/wearable devices.
  3. Lasers and photonics: low-threshold nanolasers, nonlinear optics, and quantum photonics
  4. Emerging applications: photodetectors, energy storage integration, and space optoelectronics.

We welcome submissions across all stages of research, including original research articles and review papers.

Prof. Dr. Shizhong Yue
Dr. Kuankuan Ren
Guest Editors

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Keywords

  • solar cell
  • LED
  • laser
  • sensor
  • perovskites
  • optoelectronics

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Published Papers (1 paper)

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Review

37 pages, 11852 KB  
Review
Development of High-Efficiency Perovskite Solar Cells and Their Integration with Machine Learning
by Shihao Gao, Ruowen Peng, Kuankuan Ren, Lina Yu, Qi Jiang, Zhanwei Shen, Shizhong Yue and Zhijie Wang
Nanomaterials 2025, 15(21), 1608; https://doi.org/10.3390/nano15211608 - 22 Oct 2025
Viewed by 719
Abstract
Perovskite solar cells, as a rising star in third-generation photovoltaic technologies, have attracted extensive attention due to their high light absorption, tunable bandgap, and high power conversion efficiency, indicating substantial potential for future applications. Starting from the development history of perovskite solar cells, [...] Read more.
Perovskite solar cells, as a rising star in third-generation photovoltaic technologies, have attracted extensive attention due to their high light absorption, tunable bandgap, and high power conversion efficiency, indicating substantial potential for future applications. Starting from the development history of perovskite solar cells, this review systematically comprehends the technological breakthroughs in the continuous improvement of power conversion efficiency since their invention, outlining the research status and technical bottlenecks. A detailed analysis is provided on the material characteristics and limitations of the lead-based perovskite systems. Critical obstacles towards commercialization are also identified, such as operational instability and the challenges associated with large-scale manufacturing. Finally, the potential role of machine learning in the discovery and design of new perovskite materials is highlighted, and future development directions have been outlined. Special focus is placed on the innovative applications of machine learning in material composition screening, material properties prediction, and process parameter optimization, with the aim of constructing a closed-loop research framework. The review aims to offer valuable insights and references for advancing the performance and industrial applications of perovskite solar cells. Full article
(This article belongs to the Special Issue Practical Perovskite Nanomaterials for Modern Optoelectronic Devices)
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