《Nature》&《Science》封面发表的AI相关文章

AI Related Papers on the Cover of Nature & Science

《Nature》&《Science》封面发表的AI相关文章

Collected by Xian Zhang, 2021/8/28
2015.01~2021.08; may be incomplete

• see more: https://github.com/TOM-ZXian/AI-Related-Papers-Published-in-Nature-or-Science

1. Mnih V, Kavukcuoglu K, Silver D, et al. Human-level control through deep reinforcement learning[J]. Nature, 2015, 518(7540): 529-533. https://doi.org/10.1038/nature14236
   Al玩游戏达到人类水准 Nature【Cover】 2015.02.26
   深度强化学习(DQN)+Atari游戏-【DeepMind】
   
2. Cully A, Clune J, Tarapore D, et al. Robots that can adapt like animals[J]. Nature, 2015, 521(7553): 503-507. https://doi.org/10.1038/nature14422
   机器人适应“残障” Nature【Cover】-2015.05.28
   
3. Lake B M, Salakhutdinov R, Tenenbaum J B. Human-level concept learning through probabilistic program induction[J]. Science, 2015, 350(6266): 1332-1338. doi:10.1126/science.aab3050
   Human-level概念学习 Science【Cover】 2015.12.11
   
4. Silver D, Huang A, Maddison C J, et al. Mastering the game of Go with deep neural networks and tree search[J]. Nature, 2016, 529(7587): 484-489. doi:10.1038/nature16961
   AlphaGo轰动全球 Nature【Cover】 2016.01.28
   AI击败人类围棋冠军 【DeepMind】
   
5. Huth A G , Heer W D , Griffiths T L , et al. Natural speech reveals the semantic maps that tile human cerebral cortex[J]. Nature, 2016, 532(7600):453-458. https://doi.org/10.1038/nature17637
   大脑语义地图 Nature【Cover】 2016.04.28
   
6. Raccuglia P, Elbert K C, Adler P D F, et al. Machine-learning-assisted materials discovery using failed experiments[J]. Nature, 2016, 533(7601): 73-76. https://doi.org/10.1038/nature17439
   利用“废弃”数据成功预测新材料的合成 Nature【Cover】 2016.05.05
   
7. Esteva A, Kuprel B, Novoa R A, et al. Dermatologist-level classification of skin cancer with deep neural networks[J]. Nature, 2017, 542(7639): 115-118. doi:10.1038/nature21056
   AI皮肤癌诊断达专家水平 Nature【Cover】 2017.02.02
   
8. Moravčík M, Schmid M, Burch N, et al. Deepstack: Expert-level artificial intelligence in heads-up no-limit poker[J]. Science, 2017, 356(6337): 508-513. doi:10.1126/science.aam6960
   AI拿下德州扑克 Science【Cover】 2017.05.05
   
9. Shirado H, Christakis N A. Locally noisy autonomous agents improve global human coordination in network experiments[J]. Nature, 2017, 545(7654): 370-374. https://doi.org/10.1038/nature22332
   AI有助于群体控制 Nature【Cover】 2017.05.18
   
10. Cherry K M, Qian L. Scaling up molecular pattern recognition with DNA-based winner-take-all neural networks[J]. Nature, 2018, 559(7714): 370-376. https://doi.org/10.1038/s41586-018-0289-6
    基于DNA的神经网络 Nature【Cover】 2018.07.04
    
11. Karásek M, Muijres F T, De Wagter C, et al. A tailless aerial robotic flapper reveals that flies use torque coupling in rapid banked turns[J]. Science, 2018, 361(6407): 1089-1094. doi:10.1126/science.aat0350
    “果蝇”机器人 Science【Cover】 2018.09.14
    
12. Silver D, Hubert T, Schrittwieser J, et al. A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play[J]. Science, 2018, 362(6419): 1140-1144. doi:10.1126/science.aar6404
    AlphaZero Science【Cover】 2018.12.07
    最强棋类AI通杀三大棋-【DeepMind】
    
13. Gao R , Asano S M , Upadhyayula S , et al. Cortical column and whole-brain imaging with molecular contrast and nanoscale resolution[J]. Science, 2019, 363(6424):eaau8302. doi:10.1126/science.aau8302
    果蝇大脑纳米级成像 Science【Cover】 2019.01.18
    
14. Havlíček V, Córcoles A D, Temme K, et al. Supervised learning with quantum-enhanced feature spaces[J]. Nature, 2019, 567(7747): 209-212. https://doi.org/10.1038/s41586-019-0980-2
    量子机器学习算法，量子态空间作为特征空间进行数据分类 Nature【Cover】 2019.03.13
    
15. Li S, Batra R, Brown D, et al. Particle robotics based on statistical mechanics of loosely coupled components[J]. Nature, 2019, 567(7748): 361-365. https://doi.org/10.1038/s41586-019-1022-9
    仿生群体机器人 Nature【Cover】 2019.03.20
    
16. Jafferis N T, Helbling E F, Karpelson M, et al. Untethered flight of an insect-sized flapping-wing microscale aerial vehicle[J]. Nature, 2019, 570(7762): 491-495. https://doi.org/10.1038/s41586-019-1322-0
    “蜜蜂”机器人，自重仅259毫克 Nature【Cover】 2019.06.26
    
17. Pei J, Deng L, Song S, et al. Towards artificial general intelligence with hybrid Tianjic chip architecture[J]. Nature, 2019, 572(7767): 106-111. https://doi.org/10.1038/s41586-019-1424-8
    清华“天机”芯片 Nature【Cover】 2019.07.31
    
18. Brown N, Sandholm T. Superhuman AI for multiplayer poker[J]. Science, 2019, 365(6456): 885-890. doi:10.1126/science.aay2400
    多人德扑Pluribus成功战胜五名专家级人类玩家 Science【Cover】 2019.08.30
19. Motta A, Berning M, Boergens K M, et al. Dense connectomic reconstruction in layer 4 of the somatosensory cortex[J]. Science, 2019, 366(6469): eaay3134. doi:10.1126/science.aay3134
    高分辨率重建89个神经元 Science【Cover】 2019.11.29
    
20. Deringer V L, Bernstein N, Csányi G, et al. Origins of structural and electronic transitions in disordered silicon[J]. Nature, 2021, 589(7840): 59-64. https://doi.org/10.1038/s41586-020-03072-z
    AI助力非晶结构材料研究 Nature【Cover】 2021.01.06
    
21. Li G, Chen X, Zhou F, et al. Self-powered soft robot in the Mariana Trench[J]. Nature, 2021, 591(7848): 66-71. https://doi.org/10.1038/s41586-021-03828-1
    浙大软体机器人成功挑战马里亚纳海沟 Nature【Cover】 2021.03.03
    
22. Slonim N, Bilu Y, Alzate C, et al. An autonomous debating system[J]. Nature, 2021, 591(7850): 379-384. https://doi.org/10.1038/s41586-021-03828-1
    AI辩手 Nature【Cover】 2021.03.17
    
23. Willett F R, Avansino D T, Hochberg L R, et al. High-performance brain-to-text communication via handwriting[J]. Nature, 2021, 593(7858): 249-254. https://doi.org/10.1038/s41586-021-03506-2
    脑机接口「意念手写」 Nature【Cover】 2021.05.12
    
24. Warnat-Herresthal S, Schultze H, Shastry K L, et al. Swarm Learning for decentralized and confidential clinical machine learning[J]. Nature, 2021, 594(7862): 265-270. https://doi.org/10.1038/s41586-021-03583-3
    新算法Swarm Learning，利于保护数据隐私 Nature【Cover】 2021.05.26
    
25. Baek M, DiMaio F, Anishchenko I, et al. Accurate prediction of protein structures and interactions using a three-track neural network[J]. Science, 2021, 373(6557): 871-876. doi:10.1126/science.abj8754
    RoseTTAFold蛋白质结构预测- Science【Cover】 2021.07.15
    
26. Tunyasuvunakool K, Adler J, Wu Z, et al. Highly accurate protein structure prediction for the human proteome[J]. Nature, 2021, 596(7873): 590–596. https://doi.org/10.1038/s41586-021-03828-1
    AlphaFold2 人类蛋白质结构预测-【DeepMind】 Nature【Cover】 2021.07.21
    
27. Townshend R, Eismann S, Watkins A, et al. Geometric deep learning of RNA structure[J]. Science, 2021, 373(6558): 1047-1051. doi: 10.1126/science.abe5650
    AI算法准确预测RNA三维结构-Science【Cover】 2021.08.27
    

Others：

1. AI 【Special Issue】 https://science.sciencemag.org/content/349/6245
   Science【Cover】 2015.07.17
   

2. Prediction 【Special Issue】 https://science.sciencemag.org/content/355/6324
   Science【Cover】 2017.02.03
   

3. AI Transforms Science【Special Issue】https://science.sciencemag.org/content/357/6346
   Science【Cover】 2017.07.07
   

4. Facing facts（NEWS | FEATURE）https://www.nature.com/nature/volumes/587/issues/7834
   人脸识别偏见问题 Nature【Cover】 2020.11.18
   

5. Computational social science 【Special Issue】 https://www.nature.com/nature/volumes/595/issues/7866
   计算社会学 Nature【Cover】 2021.07.08
   

6. Celebrating 125 Years Of Academic Excellence: Wuhan University (1893–2018). https://link.zhihu.com/?target=http%3A//www.sciencemag.org/collections/celebrating-125-years-academic-excellence-wuhan-university-1893-2018
   Al画作登上 Science 武大125周年庆Custom Publishing【Cover】 2018.12.28