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    Zhiyun Li, Tianyi Gao, Shirong Wang, Sheng Bi, Rulin Feng, Zhenyu Zhu, Yilin Zhao, Wenjie Yan, Lingyue Yu, Qirui Gao, Zihan Lin, Jianming Wu, Igor Zhang, Xin Xu. REST: Embracing the Rust Programming Language for Modern Electronic Structure Theory[J]. Chinese Journal of Chemical Physics .
    Citation: Zhiyun Li, Tianyi Gao, Shirong Wang, Sheng Bi, Rulin Feng, Zhenyu Zhu, Yilin Zhao, Wenjie Yan, Lingyue Yu, Qirui Gao, Zihan Lin, Jianming Wu, Igor Zhang, Xin Xu. REST: Embracing the Rust Programming Language for Modern Electronic Structure Theory[J]. Chinese Journal of Chemical Physics .

    REST: Embracing the Rust Programming Language for Modern Electronic Structure Theory

    • REST 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 implementation and efficient shared-memory parallelism (via Rayon) ensure rapid calculations even for challenging systems. REST also offers unique user support through LLM-assisted input generation and developer-friendly tensor libraries for rapid algorithm prototyping.
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