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  1. 1

    Selective laser cleaning of microbeads using deep learning by Yuchen Liu, James A. Grant-Jacob, Yunhui Xie, Fedor Chernikov, Michalis N. Zervas, Ben Mills

    Published 2025-04-01
    “…By combining machine learning with ultrafast laser technology, our approach significantly enhances the efficiency and precision of cleaning processes.…”
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    Article
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    Learning probabilistic features for robotic navigation using laser sensors. by Fidel Aznar, Francisco A Pujol, Mar Pujol, Ramón Rizo, María-José Pujol

    Published 2014-01-01
    “…Once the training process is completed, the robot identifies and locates those areas that potentially match the sections that have been previously learned. After the training, the robot navigates and extracts a three-dimensional map of the environment using a single laser sensor. …”
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    Ultrafast Laser Beam Profile Characterization in the Front-End of the ELI-NP Laser System Using Image Features and Machine Learning by Tayyab Imran

    Published 2025-05-01
    “…Ultrafast laser systems, implemented at the ELI-NP, require exceptional beam quality and spatial stability due to their femtosecond pulse durations and extremely high peak powers. …”
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    Defect Detection and Error Source Tracing in Laser Marking of Silicon Wafers with Machine Learning by Hsiao-Chung Wang, Teng-To Yu, Wen-Fei Peng

    Published 2025-06-01
    “…Laser marking on wafers can introduce various defects such as inconsistent mark quality; under- or over-etching, and misalignment. …”
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    Article
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    Prediction of laser welding qualities of Al alloys using regression and machine learning techniques by Hemant Kumar, Soumyabrata Chakravarty, Nitesh Kuamr, Nikhil Kumar

    Published 2025-01-01
    “…This work compared different machine learning models such as linear regression, polynomial regression and XG-Boost for the prediction of laser welding qualities in aluminum alloys. …”
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    Image-Based Laser-Beam Diagnostics Using Statistical Analysis and Machine Learning Regression by Tayyab Imran, Muddasir Naeem

    Published 2025-05-01
    “…This study is a comprehensive experimental and computational investigation into high-resolution laser beam diagnostics, combining classical statistical techniques, numerical image processing, and machine learning-based predictive modeling. …”
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    Selective Laser Sintering of Polymers: Process Parameters, Machine Learning Approaches, and Future Directions by Hossam M. Yehia, Atef Hamada, Tamer A. Sebaey, Walaa Abd-Elaziem

    Published 2024-09-01
    “…Selective laser sintering (SLS) is a bed fusion additive manufacturing technology that facilitates rapid, versatile, intricate, and cost-effective prototype production across various applications. …”
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    Article
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