National Science Review2024年08期
- Special Topic:Machine Learning Automation_GUEST EDITORIAL
- Machine learning automationZongben Xu;Zhi-Hua Zhou;Wenwu Zhu;
- Special Topic:Machine Learning Automation_RESEARCH HIGHLIGHT_INFORMATION SCIENCE
- A learning theory of meta learningFang Yao;
- Special Topic:Machine Learning Automation_RESEARCH HIGHLIGHT_COMPUTER SCIENCE
- Embrace open-environment machine learning for robust AIGang Li;Aswani Kumar Cherukuri;
- Special Topic:Machine Learning Automation_PERSPECTIVE_INFORMATION SCIENCE
- Simulating learning methodology(SLeM):an approach to machine lear...Zongben Xu;Jun Shu;Deyu Meng;
- Bilevel optimization for automated machine learning:a new perspec...Risheng Liu;Zhouchen Lin;
- Special Topic:Machine Learning Automation_PERSPECTIVE_COMPUTER SCIENCE
- Synthetic data generation by diffusion modelsJun Zhu;
- Dynamic neural networks:advantages and challengesGao Huang;
- Special Topic:Machine Learning Automation_REVIEW_COMPUTER SCIENCE
- Advances in neural architecture searchXin Wang;Wenwu Zhu;
- Special Topic:Machine Learning Automation_REVIEW_INFORMATION SCIENCE
- Learn to optimize——a brief overviewKe Tang;Xin Yao;
- RESEARCH HIGHLIGHT_INFORMATION SCIENCE
- Enhancing neural operator learning with invariants to simultaneou...Siran Li;Chong Liu;Hao Ni;
- RESEARCH HIGHLIGHT_MATERIALS SCIENCE
- New ionizable lipids reduce the lipid-to-mRNA ratio for base editingShuliang Gao;Qiaobing Xu;
- High-voltage aqueous zinc-ion batteries with conversion-type anod...Junnan Hao;Shi-zhang Qiao;
- Pushing the limit of stabilityDonglong Fu;Guodong Sun;Jinlong Gong;
- Hall measurements reveal band-like transport in high-mobility sol...Reverant Crispin;Igor Zozoulenko;
- RESEARCH HIGHLIGHT_CHEMISTRY
- Golden insights from a silver superatomZhucheng Yang;Jianping Xie;
- Designing long lifespan aqueous Zn-ion battery by learning from n...Huijun Zhao;
- RESEARCH HIGHLIGHT_EARTH SCIENCES
- A new chapter of Meiyu story:misty rains stopped and extremes amp...Yihui Ding;
- Nuptials captured in the time capsuleShiqi Luo;Xin Zhou;
- RESEARCH ARTICLE_AGRICULTURAL SCIENCES
- Powerful QTL mapping and favorable allele mining in an all-in-one...Pengfei Wang;Ying Yang;Daoyang Li;Zhichao Yu;Bo zhang;Xiangchun Zhou;Lizhong Xiong;Jianwei Zhang;Lei Wang;Yongzhong Xing;
- RESEARCH ARTICLE_MOLECULAR BIOLOGY & GENETICS
- Epigenomic landscapes during prefrontal cortex development and ag...Chao Ning;Xi Wu;Xudong Zhao;Zongyang Lu;Xuelong Yao;Tao Zhou;Lizhi Yi;Yaoyu Sun;Shuaishuai Wu;Zhenbo Liu;Xingxu Huang;Lei Gao;Jiang Liu;
- Soma-germline communication drives sex maintenance in the Drosoph...Rui Zhang;Peiyu Shi;Shuyang Xu;Zhe Ming;Zicong Liu;Yuanyuan He;Junbiao Dai;Erika Matunis;Jin Xu;Qing Ma;
- RESEARCH ARTICLE_EARTH SCIENCES
- Slowdown in China's methane emission growthMin Zhao;Xiangjun Tian;Yilong Wang;Xuhui Wang;Philippe Ciais;Zhe Jin;Hongqin Zhang;Tao Wang;Jinzhi Ding;Shilong Piao;
- Swarming caddisflies in the mid-CretaceousJiajia Wang;Michael S.Engel;Weiting Zhang;Chungkun Shih;Rui Qiu;Dong Ren;
- Seawater barium and sulfide removal improved marine habitability ...Wei Wei;Lin-Hui Dong;Shuhai Xiao;Yi-Bo Lin;Lingang Xu;Guang-Yi Wei;Wenzhong Wang;Lan-Lan Tian;Hai-Zhen Wei;Fang Huang;
- Mantle plume trail beneath the ca.1.1 Ga North American Midcontin...Wule Lin;Adam Schultz;Bo Yang;Lyal B.Harris;Xiangyun Hu;
- RESEARCH ARTICLE_INFORMATION SCIENCE
- Terahertz flexible multiplexing chip enabled by synthetic topolog...Hang Ren;Su Xu;Zhidong Lyu;Yuanzhen Li;Zuomin Yang;Quan Xu;Yong-Sen Yu;Yanfeng Li;Fei Gao;Xianbin Yu;Jiaguang Han;Qi-Dai Chen;Hong-Bo Sun;
- RESEARCH ARTICLE_PHYSICS
- Syntropic spin alignment at the interface between ferromagnetic a...Qiao Jin;Qinghua Zhang;He Bai;Meng Yang;Yonglong Ga;Shengru Chen;Haitao Hong;Ting Cui;Dongke Rong;Ting Lin;Jia-Ou Wang;Chen Ge;Can Wang;Yanwei Cao;Lin Gu;Guozhu Song;Shanmin Wang;Kun Jiang;Zhi-Gang Cheng;Tao Zhu;Hongxin Yang;Kui-juan Jin;Er-Jia Guo;
- Cuprate-like electronic structures in infinite-layer nickelates w...Xiang Ding;Yu Fan;Xiaoxiao Wang;Chihao Li;Zhitong An;Jiahao Ye;Shenglin Tang;Minyinan Lei;Xingtian Sun;Nan Guo;Zhihui Chen;Suppanut Sangphet;Yilin Wang;Haichao Xu;Rui Peng;Donglai Feng;
- RESEARCH ARTICLE_MATERIALS SCIENCE
- A highly-selective biomimetic potassium channelJunliang Zhu;Hu Qiu;Wanlin Guo;
- An ATP-responsive metal-organic framework against periodontitis v...Qijing Yang;Xiaolin Sun;Qihang Ding;Manlin Qi;Chengyu Liu;Tingxuan Li;Fangyu Shi;Lin Wang;Chunyan Li;Jong Seung Kim;
- Immobile polyanionic backbone enables a 900-μm-thick electrode f...Haoran Li;Zhitan Wu;Xiaochen Liu;Haotian Lu;Weichao Zhang;Fangbing Li;Hongyuan Yu;Jinyang Yu;Boya Zhang;Zhenxin Xiong;Ying Tao;Quan-Hong Yang;
- Rescue of dead MnO_2 for stable electrolytic Zn-Mn redox-flow bat...Qi Wang;Wanhai Zhou;Yanyan Zhang;Hongrun Jin;Xinran Li;Tengsheng Zhang;Boya Wang;Ruizheng Zhao;Junwei Zhang;Wei Li;Yu Qiao;Chuankun Jia;Dongyuan Zhao;Dongliang Chao;
- A novel cathode interphase formation methodology by preferential ...Danfeng Zhang;Jiabin Ma;Chen Zhang;Ming Liu;Ke Yang;Yuhang Li;Xing Cheng;Ziqiang Wang;Huiqi Wang;Wei Lv;Yan-Bing He;Feiyu Kang;
- Electron-injection-engineering induced dual-phase MoO_(2.8)F_(0.2...Weixiao Wang;Fangyu Xiong;Shaohua Zhu;Mengyu Yan;Xiaobin Liao;Kesong Yu;Lianmeng Cui;Jinghui Chen;Junjun Wang;Ruoqi Lan;Jun Xie;Qinyou An;Liqiang Mai;
- RESEARCH ARTICLE_CHEMISTRY
- Zn-ion ultrafluidity via bioinspired ion channel for ultralong li...Fan Zhang;Ting Liao;Dong-Chen Qi;Tony Wang;Yanan Xu;Wei Luo;Cheng Yan;Lei Jiang;Ziqi Sun;
- Lewis-base ligand-reshaped interfacial hydrogen-bond network boos...Wangxin Ge;Haolan Tao;Lei Dong;Yu Fan;Yanpu Niu;Yihua Zhu;Cheng Lian;Honglai Liu;Hongliang Jiang;Chunzhong Li;
- Semimetal-triggered covalent interaction in Pt-based intermetalli...Han Cheng;Renjie Gui;Chen Chen;Si Liu;Xuemin Cao;Yifan Yin;Ruize Ma;Wenjie Wang;Tianpei Zhou;Xusheng Zheng;Wangsheng Chu;Yi Xie;Changzheng Wu;
- Direct conversion of CO_2 to CH_4 on Pd/graphdiyne single-crystal...Chao Zhang;Xuchen Zheng;Yang Gao;Chengyu Xing;Siao Chen;Yurui Xue;Yuliang Li;
- Identification of mitochondrial ATP synthase as the cellular targ...Wen-Jin Wang;Yu-Yi Ling;Yin Shi;Xiao-Wen Wu;Xuxian Su;Zheng-Qiu Li;Zong-Wan Mao;Cai-Ping Tan;
- REVIEW_CHEMISTRY
- Chemical and engineering bases for green H_2O_2 production and re...Minghua Qiao;Xinggui Zhou;Zexue Du;Peng Wu;Baoning Zong;
- Technologies for investigating single-molecule chemical reactionsChunyan Gao;Qinghua Gao;Cong Zhao;Yani Huo;Zhizhuo Zhang;Jinlong Yang;Chuancheng Jia;Xuefeng Guo;
- FORUM
- A panel discussion on AI for science:the opportunities,challenges...Weijie Zhao;
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