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Updated: Jan 5, 2026

Light-Induced In Situ Transmission Electron Microscopy for Observation of the Liquid-Soft Matter Interaction
Published on: July 26, 2022
Emerging role of machine learning in light-matter interaction
Jiajia Zhou1, Bolong Huang2, Zheng Yan3
11Faculty of Science, Institute for Biomedical Materials and Devices, University of Technology, Sydney, NSW 2007 Australia.
Abstract:
Machine learning has provided a huge wave of innovation in multiple fields, including computer vision, medical diagnosis, life sciences, molecular design, and instrumental development. This perspective focuses on the implementation of machine learning in dealing with light-matter interaction, which governs those fields involving materials discovery, optical characterizations, and photonics technologies. We highlight the role of machine learning in accelerating technology development and boosting scientific innovation in the aforementioned aspects. We provide future directions for advanced computing techniques via multidisciplinary efforts that can help to transform optical materials into imaging probes, information carriers and photonics devices.
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