University of Naples Federico Ⅱ Researchers Provide New StudyFindings on Machi ne Learning (Single Mode rib waveguide design using Machine Learning techniques)
University of Naples Federico Ⅱ Researchers Provide New StudyFindings on Machi ne Learning (Single Mode rib waveguide design using Machine Learning techniques)
By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Data detailed on artificial intelligen ce have been presented. According to newsreporting originating from the Univers ity of Naples Federico Ⅱ by NewsRx correspondents, research stated,“This work aim to determine a Single Mode (SM) Silicon-On-Insulator (SOI) rib waveguide usi ng Machinelearning (ML) techniques, which learn automatically by matching the I nput data with the target property.”Our news editors obtained a quote from the research from University of Naples Fe derico II: “RandomForest (RF) is the ML algorithm used in this work. The accura cy of the model reaches 99% by using R2score. The device is a rib waveguide based on Silicon (Si), with a cladding made of Silica (SiO2). The results obtained illustrate the conditions for SM, with the width and the rib etch- depth found to be relativelysmaller compared to the total thickness.”
Key words
University of Naples Federico Ⅱ/Cyborg s/Emerging Technologies/Machine Learning
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