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Plain-language AI workflow tool could cut cloud energy use and costs dramatically

Agentic workflows are artificial intelligence-powered software systems that chain together multiple models and external tools ...

理工科专业历史性大洗牌：未来十年，什么样的学生才不会被淘汰？

2026年高考刚刚落幕，硝烟尚未散尽，填报志愿的第二战场已经悄然打响。全国各地的家长和考生们面对着教育部今年最新公布的《普通高等学校本科专业目录（2026年）》，陷入了前所未有的纠结。 今年目录中新增了38种专业，从能源科学与工程到具身智能，从生物制造到脑机科学。更值得注意的是，交叉学科门类首次被独立设立，15个新专业彻底打破了传统数理化生的壁垒。这不是一次简单的专业上新，是国家面向未来十年科技竞 ...
GitHub

DiffSyn: A Generative Diffusion Approach to Materials Synthesis Planning

Elton Pan†, Soonhyoung Kwon‡, Sulin Liu†, Mingrou Xie‡, Alexander Hoffman†, Yifei Duan†, Thorben Prein§, Killian Sheriff†, Yuriy Roman-Leshkov‡, Manuel Moliner¶, Rafael Gomez-Bombarelli†, Elsa ...
C&EN

Advancing Computational Toxicology by Interpretable Machine Learning

You are free to share (copy and redistribute) this article in any medium or format and to adapt (remix, transform, and build upon) the material for any purpose, even commercially within the parameters ...