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Two-dimensional geometric template diffusion for boosting single-sequence protein structure predictio
Author: Wang, Xudong; Zhang, Tong; Cui, Zhen; Guo, Xu; Wang, Fuyun; Wang, Yuanzhi; Cai, Xing; Zheng, Wenming
Journal: NATURE MACHINE INTELLIGENCE. 2026; Vol. 8, Issue 4, pp. -. DOI: 10.1038/s42256-026-01210-2
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Programmable RNA translation through deep learning-driven IRES discovery and de novo generatio
Author: Chu, Yanyi; Yin, Di; Yu, Dan; Xu, Guangxue; Zhang, Junze; Wang, Xiaotong; Shen, Yue; Li, Yupeng; Zhao, Ning; Zhu, Yi; Zhang, Jason; Goodarzi, Hani; Wang, Mengdi; Cong, Le
Journal: NATURE MACHINE INTELLIGENCE. 2026; Vol. 8, Issue 4, pp. -. DOI: 10.1038/s42256-026-01213-z
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Conditional diffusion with locality-aware modal alignment for generating diverse protein conformational ensemble
Author: Wang, Baoli; Wang, Chenglin; Chen, Jingyang; Liu, Danlin; Sun, Changzhi; Zhang, Jie; Zhang, Kai; Li, Honglin
Journal: NATURE MACHINE INTELLIGENCE. 2026; Vol. 8, Issue 3, pp. 415-434. DOI: 10.1038/s42256-026-01198-9
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Reinforcement learning-based design of sequential drug treatment targeting the evolving tumour landscape with SequenT
Author: Chen, Xiaohan; Deng, Yue; Yang, Xingbo; Zhang, Ying; Huang, Yuting; Li, Shuxian; Yang, Hong; Shi, Qiongyu; Wu, Siqi; Chen, Shaoqi; Jin, Xuan; Xing, Feiyang; Zhang, Chen; Gao, Yicheng; Yang, Degang; Chuai, Guohui; Ding, Jian; Huang, Xun; Liu, Qi
Journal: NATURE MACHINE INTELLIGENCE. 2026; Vol. 8, Issue 3, pp. -. DOI: 10.1038/s42256-026-01192-1
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A unified predictive and generative solution for liquid electrolyte formulatio
Author: Yang, Zhenze; Wu, Yifan; Han, Xu; Zhang, Ziqing; Lai, Haoen; Mu, Zhenliang; Zheng, Tianze; Liu, Siyuan; Pu, Zhichen; Wang, Zhi; Yu, Zhiao; Gong, Sheng; Yan, Wen
Journal: NATURE MACHINE INTELLIGENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s42256-025-01173-w
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A federated graph learning method to realize multi-party collaboration for molecular discover
Author: Zhang, Liang; Zhang, Juan; Huang, Rui; Wang, Yiwen; Liu, Linjing; Zhang, Yanyong; Chen, Kong; Jiang, Jun; Wu, Yuen
Journal: NATURE MACHINE INTELLIGENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s42256-026-01184-1
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What matters in building vision-language-action models for generalist robot
Author: Li, Xinghang; Li, Peiyan; Qian, Long; Liu, Minghuan; Wang, Dong; Liu, Jirong; Kang, Bingyi; Ma, Xiao; Wang, Xinlong; Guo, Di; Kong, Tao; Zhang, Hanbo; Liu, Huaping
Journal: NATURE MACHINE INTELLIGENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s42256-025-01168-7
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Proposing and solving olympiad geometry with guided tree searc
Author: Zhang, Chi; Song, Jiajun; Li, Siyu; Liang, Yitao; Ma, Yuxi; Wang, Wei; Zhu, Yixin; Zhu, Song-Chun
Journal: NATURE MACHINE INTELLIGENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s42256-025-01164-x
