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REST:Embracing the Rust Programming Language for Modern Electronic Structure Theory
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作者 Zhiyun Li Tianyi Gao +11 位作者 Shirong Wang Sheng Bi Rulin Feng Zhenyu Zhu Yilin Zhao Wenjie Yan Lingyue Yu Qirui Gao Zihan Lin Jianming Wu Igor Ying Zhang Xin Xu 《Chinese Journal of Chemical Physics》 2025年第6期788-796,I0237,I0238,共11页
REST(Rust-based electronic structure toolkit)is a modern open-source electronic structure code entirely written in Rust,combining high performance,memory safety,and expressive concurrency.As a community-driven project... REST(Rust-based electronic structure toolkit)is a modern open-source electronic structure code entirely written in Rust,combining high performance,memory safety,and expressive concurrency.As a community-driven project,its source code is freely available at https://gitee.com/restgroup,fostering open collaboration and transparent development.It supports a wide range of density functional methods-from local density approximation(LDA),generalized gradient approximation(GGA),meta-GGA,and hybrids to doubly hybrids,as well as machine learning-augmented functionals-enabling high-accuracy simulations with low computational overhead.Its“disk-free”RI-based(RI:resolution-of-the-identity)implementation and efficient shared-memory parallelism(via Rayon)ensure rapid calculations even for challenging systems.REST also of-fers unique user support through large language model-assisted input generation and develop-erfriendly tensor libraries for rapid algorithm prototyping. 展开更多
关键词 Density functional theory Rust programming language XYG3-type doubly hy-brid(xDH) Fearless concurrency Open-source software
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Days and Nights in Maryland
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《China Book International》 2025年第4期116-117,共2页
The author wanders with her pen,using vibrant colors and free lines to depict her focused illustration study time in Maryland and spontaneous travels in the United States.In her fearless twenties,she adventured and en... The author wanders with her pen,using vibrant colors and free lines to depict her focused illustration study time in Maryland and spontaneous travels in the United States.In her fearless twenties,she adventured and encountered the unknown.She learned about insomnia in Maryland,crossed Central Park in Manhattan alone at midnight,had American students pull her wisdom teeth during her internship,got stuck in the desert of Los Angeles in nearly 40°C heat,and jumped into the ocean in Miami wearing jeans.Those uncertainties and surprises deeply fascinated her,inspiring her creativity and passion for life. 展开更多
关键词 Central Park free lines illustration study vibrant colors Manhattan fearless twenties INSOMNIA INTERNSHIP
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