Robotics & Machine Learning Daily News2024,Issue(Jun.11) :66-66.

Recent Research from Queen Mary University of London Highlight Findings in Machi ne Learning (Calabi-yau Four-, Five-, Sixfolds As Pnw Hypersurfaces: Machine Lea rning, Approximation, and Generation)

伦敦玛丽皇后大学最近的研究突出了Machi ne学习的发现(calabi-yau四、五、六倍为Pnw超曲面:机器学习、近似和生成)

Robotics & Machine Learning Daily News2024,Issue(Jun.11) :66-66.

Recent Research from Queen Mary University of London Highlight Findings in Machi ne Learning (Calabi-yau Four-, Five-, Sixfolds As Pnw Hypersurfaces: Machine Lea rning, Approximation, and Generation)

伦敦玛丽皇后大学最近的研究突出了Machi ne学习的发现(calabi-yau四、五、六倍为Pnw超曲面:机器学习、近似和生成)

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摘要

由一名新闻记者兼机器人与机器学习的新闻编辑每日新闻-调查人员发布了关于马学习的新报告。根据NewsRx记者从伦敦联合王国发回的新闻报道,研究表明:“Calabi-Yau四重曲面可以构造成复维加权射影空间中的超曲面,该文利用神经网络从加权系统中学习Calabi-Yau Hodge数。其中梯度显著性和符号回归激发了Lan Dau-Ginzburg模型公式的截断,用这种方式构造的任何维Calabi-Yau C的Hodge数。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Investigators publish new report on Ma chine Learning. According to news reporting originating from London, United King dom, by NewsRx correspondents, research stated, “Calabi-Yau fourfolds may be con structed as hypersurfaces in weighted projective spaces of complex dimension fiv e defined via weight systems of six weights. In this work, neural networks were implemented to learn the Calabi-Yau Hodge numbers from the weight systems, where gradient saliency and symbolic regression then inspired a truncation of the Lan dau-Ginzburg model formula for the Hodge numbers of any dimensional Calabi-Yau c onstructed in this way.”

Key words

London/United Kingdom/Europe/Cyborgs/Emerging Technologies/Machine Learning/Queen Mary University of London

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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