First look at defects in single-crystal indium gallium zinc oxide could fix persistent display instability
Peer-Reviewed Publication
Updates every hour. Last Updated: 21-Jul-2025 17:11 ET (21-Jul-2025 21:11 GMT/UTC)
Indium gallium zinc oxide (IGZO)-based displays suffer from instability caused by atomic-scale defects. Now, a new study provides the first insights into these instabilities in single-crystal IGZO. Researchers grew high-quality IGZO single crystals and uncovered how oxygen vacancies and structural disorder create unwanted electronic states—details that were unclear in previous studies using amorphous IGZO samples. These findings could guide the development of more stable and longer-lasting displays for smartphones, televisions, and other devices.
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Forecasting electricity demand in buildings is now more accurate with Group Encoding (GE), a new method that uses only existing device operation data. Developed by researchers at the Institute of Science Tokyo, the method improved prediction accuracy by 74% in real-world tests. By simplifying high-dimensional binary data, GE supports efficient energy device management, cost reduction, and seamless integration of renewable energy in distributed systems, making it a practical tool for smart energy operation.
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