Nature Machine Intelligence

AuthorsLulu Pan; Genming Zhao; Yongfu Yu; Guoyou Qin

Affiliations1. Department of Biostatistics, Key Laboratory of Public Health Safety of Ministry of Education, NHC Key Laboratory for Health Technology Assessment, School of Public Health, Fudan University, Shanghai, China; 2. Department of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China; 3. Shanghai Key Laboratory of Gene Editing and Cell Therapy for Rare Diseases, Fudan University, Shanghai, China; 4. Shanghai Institute of Infectious Disease and Biosecurity, School of Public Health, Fudan University, Shanghai, China

AuthorsHuw Cheston; Reuben Bance; Peter M. C. Harrison

Affiliations1. Centre for Music and Science, University of Cambridge, Cambridge, UK; 2. Centre for Digital Music, Queen Mary University of London, London, UK

AuthorsNingyu Zhang; Yunzhi Yao; Jiaxin Qin; Haoming Xu; Yuqi Zhu; Zeping Yu; Mengru Wang; Yuqi Tang; Jia-Chen Gu; Shumin Deng; Huajun Chen

Affiliations1. College of Computer Science and Technology, Zhejiang University, Hangzhou, China; 2. Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou, China; 3. School of Software Technology, Zhejiang University, Ningbo, China; 4. State Key Laboratory of Ocean Sensing, Hangzhou, China; 5. College of Artificial Intelligence, Zhejiang University, Hangzhou, China; 6. Siebel School of Computing and Data Science, University of Illinois Urbana-Champaign, Champaign, USA; 7. Department of Computer Science, University of Manchester, Manchester, UK; 8. Department of Computer Science, University of California, Los Angeles, Los Angeles, USA

AuthorsSiyin Wang; Zengrui Jin; Changli Tang; Qiujia Li; Bo Li; Chen Chen; Yuchen Hu; Wenyi Yu; Yixuan Li; Jimin Zhuang; Yudong Yang; Mingqiu Wang; Michael Han; Yifan Ding; Junwen Bai; Tom Ouyang; Shuo-yiin Chang; Xianzhao Chen; Xiaohai Tian; Jun Zhang; Lu Lu; Guangzhi Sun; Zhehuai Chen; Ji Wu; Bowen Zhou; Yuxuan Wang; Tara Sainath; Yonghui Wu; Chao Zhang

Affiliations1. Department of Electronic Engineering, Tsinghua University, Beijing, P. R. China; 2. Google DeepMind, Mountain View, USA; 3. NVIDIA, Santa Clara, USA; 4. Independent Researcher, Beijing, P. R. China; 5. Independent Researcher, San Jose, USA; 6. Department of Engineering, University of Cambridge, Cambridge, UK

AuthorsWilliam R. Johnson; Xiaonan Huang; Shiyang Lu; Kun Wang; Luca Cimatti; Marco Carati; Joran W. Booth; Kostas E. Bekris; Rebecca Kramer-Bottiglio

Affiliations1. Department of Mechanical Engineering and Materials Science, Yale University, New Haven, USA; 2. Engineering Department, Swarthmore College, Swarthmore, USA; 3. Robotics Department, University of Michigan, Ann Arbor, USA; 4. Computer Science Department, Rutgers University, New Brunswick, USA; 5. Industrial Engineering Department, University of Bologna, Bologna, Italy; 6. Electrical, Electronic, and Information Engineering Department, University of Bologna, Bologna, Italy; 7. Department of Mechanical and Aerospace Engineering, Princeton University, Princeton, USA

AuthorsMingqing Xiao; Kai Du; Zhouchen Lin

Affiliations1. State Key Lab of General AI, School of Intelligence Science and Technology, Peking University, Beijing, China; 2. Microsoft Research Asia, Singapore, Singapore; 3. Department of Psychological and Cognitive Sciences, Tsinghua University, Beijing, China

AuthorsGenming Lai; Juntao Zhao; Zekai Liu; Ruiqi Zhang; Hanming Li; Qiliang Zhang; Fangchao Rong; Chi Fang; Qinghua Liu; Yunxing Zuo; Bo Xu; Jiaxin Zheng; Chuying Ouyang

Affiliations1. School of Advanced Materials, Peking University, Shenzhen Graduate School, Shenzhen, People’s Republic of China; 2. Peking University Shenzhen Graduate School-Eacomp Technology Joint Laboratory of Battery Material Simulation, Shenzhen, People’s Republic of China; 3. School of AI for Science, Peking University, Shenzhen Graduate School, Shenzhen, People’s Republic of China; 4. EACOMP, Shenzhen, People’s Republic of China; 5. Fujian Science and Technology Innovation Laboratory for Energy Devices of China (21C-LAB), Ningde, People’s Republic of China; 6. Laboratory of Computational Materials Physics, Department of Physics, Institute of Condensed Matter, Jiangxi Normal University, Nanchang, People’s Republic of China

AuthorsXiaoting Gao; Mingsheng Tian; Feng-Xiao Sun; Ya-Dong Wu; Yu Xiang; Qiongyi He

Affiliations1. State Key Laboratory of Artificial Microstructure and Mesoscopic Physics, School of Physics, Frontiers Science Center for Nano-optoelectronics and Collaborative Innovation Center of Quantum Matter, Peking University, Beijing, China; 2. Department of Physics, The Pennsylvania State University, University Park, USA; 3. State Key Laboratory of Information Photonics and Optical Communications and School of Physical Science and Technology, Beijing University of Posts and Telecommunications, Beijing, China; 4. John Hopcroft Center for Computer Science, Shanghai Jiao Tong University, Shanghai, China; 5. Ministry of Education Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, Shaanxi Province Key Laboratory of Quantum Information and Quantum Optoelectronic Devices, School of Physics, Xi’an Jiaotong University, Xi’an, China; 6. Collaborative Innovation Center of Extreme Optics, Shanxi University, Taiyuan, China; 7. Peking University Yangtze Delta Institute of Optoelectronics, Nantong, China; 8. Hefei National Laboratory, Hefei, China

AuthorsYubin Kim; Ken Gu; Chanwoo Park; Chunjong Park; Samuel Schmidgall; A. Ali Heydari; Yao Yan; Zhihan Zhang; Yuchen Zhuang; Yun Liu; Mark Malhotra; Paul Pu Liang; Hae Won Park; Yuzhe Yang; Xuhai Xu; Yilun Du; Shwetak Patel; Tim Althoff; Daniel McDuff; Xin Liu

Affiliations1. Google Research, Seattle, USA; 2. Massachusetts Institute of Technology, Cambridge, USA; 3. Google DeepMind, Mountain View, USA

AuthorsHui Lin; Yukun Yang; Rong Zhao; Giovanni Pezzulo; Wolfgang Maass

Affiliations1. Department of Precision Instruments, Center for Brain-Inspired Computing Research (CBICR), Tsinghua University, Beijing, China; 2. Institute of Machine Learning and Neural Computation, Graz University of Technology, Graz, Austria; 3. Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy