Robotics & Machine Learning Daily News2024,Issue(Jun.26) :56-57.

Researchers' from Emory University Report Details of New Studies and Findings in the Area of Machine Learning (Combining state-ofthe- art quantum chemistry and machine learning make gold standard potential energy surfaces accessible for ... )

来自埃默里大学的研究人员报告了机器学习领域的新研究和发现的细节(结合最先进的量子化学和机器学习使黄金标准势能面可用于 ... )

Robotics & Machine Learning Daily News2024,Issue(Jun.26) :56-57.

Researchers' from Emory University Report Details of New Studies and Findings in the Area of Machine Learning (Combining state-ofthe- art quantum chemistry and machine learning make gold standard potential energy surfaces accessible for ... )

来自埃默里大学的研究人员报告了机器学习领域的新研究和发现的细节(结合最先进的量子化学和机器学习使黄金标准势能面可用于 ... )

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摘要

一位新闻记者-机器人与机器学习的工作人员新闻编辑每日新闻-人工智能的新研究是一篇新报道的主题。根据NewsRx编辑在亚特兰大Ge Orgia的新闻报道,研究人员称:“用当前的‘金标准’耦合团簇(CC)水平i开发全维机器学习势,由于计算成本高,对中等分子来说是一个挑战。因此,研究人员往往不得不使用较低水平的电子结构方法,如密度泛函理论或二阶穆勒-普列集扰动理论(MP2)。”这项研究的财政支持者包括欧洲研究理事会;国家研究发展和创新办公室。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on artificial intelligenc e is the subject of a new report. According to news reporting out of Atlanta, Ge orgia, by NewsRx editors, research stated, "Developing full-dimensional machine- learned potentials with the current 'gold-standard' coupled-cluster (CC) level i s challenging for medium-sized molecules due to the high computational cost. Con sequently, researchers are often bound to use lower-level electronic structure m ethods such as density functional theory or second-order Moller-Plesset perturba tion theory (MP2)." Financial supporters for this research include European Research Council; Nation al Research Development And Innovation Office.

Key words

Emory University/Atlanta/Georgia/Unit ed States/North and Central America/Chemistry/Cyborgs/Emerging Technologies/Machine Learning/Quantum Chemistry

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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