Reviews & Analysis

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  • High-entropy materials are defined by the configurational entropy of their bulk phase, yet it is interesting to consider whether grain boundaries can also be “high entropy”. This paper discusses a thermodynamic framework for “high-entropy grain boundaries” and relevant concepts and unique thermodynamic properties.

    • Jian Luo
    • Naixie Zhou
    PerspectiveOpen Access
  • Integrating perovskite photovoltaics with other systems can substantially improve their performance. This Review discusses various integrated perovskite devices for applications including tandem solar cells, buildings, space applications, energy storage, and cell-driven catalysis.

    • Abdulaziz S. R. Bati
    • Yu Lin Zhong
    • Munkhbayar Batmunkh
    Review ArticleOpen Access
  • Graph neural networks are machine learning models that directly access the structural representation of molecules and materials. This Review discusses state-of-the-art architectures and applications of graph neural networks in materials science and chemistry, indicating a possible road-map for their further development.

    • Patrick Reiser
    • Marlen Neubert
    • Pascal Friederich
    Review ArticleOpen Access
  • Inverted perovskite solar cells are promising for real-world energy harvesting, but suffer from issues with environmental stability. This Review discusses current understanding of stability in these devices and recent attempts to improve stability, as well as future directions that might enable their market roll-out.

    • Bowei Li
    • Wei Zhang
    Review ArticleOpen Access
  • Coin and pouch cells are typically fabricated to assess the performance of new materials and components for lithium batteries. Here, parameters related to cell fabrication that influence the reliability of these measurements are discussed, including guidelines for reliable cell preparation.

    • Fang Dai
    • Mei Cai
    PerspectiveOpen Access
  • 3D perovskites are widely researched for their use in optoelectronic devices, yet suffer from issues with environmental stability. Here, the improved stability of 2D and quasi-2D perovskites under a range of environmental factors, as compared to their 3D counterparts, is discussed.

    • Tik Lun Leung
    • Ishaq Ahmad
    • Aleksandra B. Djurišić
    PerspectiveOpen Access
  • Electrochemical impedance spectroscopy is a powerful and increasingly accessible approach for studying kinetic processes in batteries. Here, key factors for using impedance to obtain accurate and reproducible data from batteries are discussed, providing guidance for researchers.

    • Deyang Qu
    • Weixiao Ji
    • Huainan Qu
    PerspectiveOpen Access
  • Machine learning is an increasingly important tool for materials science. Here, the authors suggest that its contextual use, including careful assessment of resources and bias, judicious model selection, and an understanding of its limitations, will help researchers to expedite scientific discovery.

    • Naohiro Fujinuma
    • Brian DeCost
    • Samuel E. Lofland
    PerspectiveOpen Access
  • Battery research is often focused on candidate materials that result in the most promising battery performance numbers, which makes it vital that findings are accurately reported. This paper discusses a number of errors that often occur in the battery literature, which impact reproducibility.

    • Kang Xu
    PerspectiveOpen Access
  • Hall effect measurements are often used to identify chiral spin textures in materials through the topological Hall effect, but similar Hall signals can arise due to sample inhomogeneity or experimental issues. Here, SrRuO3 is used as a model system to discuss the ambiguity in Hall signals, questioning the reliability of Hall effect measurements as evidence of chiral spin textures.

    • Graham Kimbell
    • Changyoung Kim
    • Jason W. A. Robinson
    Review ArticleOpen Access
  • There is growing interest in organic semiconductor devices for light-mediated neuromodulation, such as for retinal stimulation. Here, the key working principles of these devices are discussed, as well as promising applications and outstanding challenges for the field.

    • Danashi Imani Medagoda
    • Diego Ghezzi
    PerspectiveOpen Access
  • Carbon dots are suitable for a range of biological applications due to their unique physicochemical properties and biological behavior. This Review summarizes research related to the emerging field of red-emissive two-photon carbon dots for bioimaging, biosensing, and phototherapeutic applications.

    • Pooria Lesani
    • Aina Hazeera Mohamad Hadi
    • Hala Zreiqat
    Review ArticleOpen Access
  • Quantum materials host many exotic properties, which might be utilized for new electronic devices. Here, artificial intelligence for the discovery of quantum materials is discussed, covering both materials and property prediction, and high-throughput synthesis.

    • Valentin Stanev
    • Kamal Choudhary
    • Ichiro Takeuchi
    Review ArticleOpen Access
  • The COVID-19 pandemic has highlighted the importance of materials and coatings for antiviral surfaces. Here, a comprehensive review is performed for natural and synthetic antiviral and virucidal materials, including a discussion of their underpinning mechanisms.

    • Paulina D. Rakowska
    • Mariavitalia Tiddia
    • Ian S. Gilmore
    Review ArticleOpen Access
  • The current surge in data generation necessitates devices that can store and analyze data in an energy efficient way. This Review summarizes and discusses developments on the use of spintronic devices for energy-efficient data storage and logic applications, and energy harvesting based on spin.

    • Jorge Puebla
    • Junyeon Kim
    • Yoshichika Otani
    Review ArticleOpen Access