Prediction of chemical reactivity with a graph-convolutional neural network model

被引:0
|
作者
Coley, Connor [1 ]
Jin, Wengong [2 ]
Rogers, Luke [1 ]
Jamison, Timothy [3 ]
Jaakkola, Tommi [2 ]
Green, William [4 ]
Barzilay, Regina [2 ]
Jensen, Klavs [5 ]
机构
[1] MIT, Chem Engn, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[2] MIT, CSAIL, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[3] MIT, Chem 18 590, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[4] MIT, Rm E17-504, Cambridge, MA 02139 USA
[5] MIT, Dept Chem Engn, Rm 66 350, Cambridge, MA 02139 USA
关键词
D O I
暂无
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
89
引用
收藏
页数:1
相关论文
共 50 条
  • [21] Dark Reciprocal-Rank: Teacher-to-student Knowledge Transfer from Self-localization Model to Graph-convolutional Neural Network
    Koji, Takeda
    Kanji, Tanaka
    2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021), 2021, : 1846 - 1853
  • [22] Graph Convolutional Neural Network for Pressure Prediction in Water Distribution Network Sites
    Dan Liu
    Pei Ma
    Shixuan Li
    Wei Lv
    Danhui Fang
    Water Resources Management, 2024, 38 : 2581 - 2599
  • [23] Graph Convolutional Neural Network for Pressure Prediction in Water Distribution Network Sites
    Liu, Dan
    Ma, Pei
    Li, Shixuan
    Lv, Wei
    Fang, Danhui
    WATER RESOURCES MANAGEMENT, 2024, 38 (07) : 2581 - 2599
  • [24] Practical High-Quality Electrostatic Potential Surfaces for Drug Discovery Using a Graph-Convolutional Deep Neural Network
    Rathi, Prakash Chandra
    Ludlow, R. Frederick
    Verdonk, Marcel L.
    JOURNAL OF MEDICINAL CHEMISTRY, 2020, 63 (16) : 8778 - 8790
  • [25] A novel graph convolutional feature based convolutional neural network for stock trend prediction
    Chen, Wei
    Jiang, Manrui
    Zhang, Wei-Guo
    Chen, Zhensong
    INFORMATION SCIENCES, 2021, 556 : 67 - 94
  • [26] Capturing Spatial Influence in Wind Prediction With a Graph Convolutional Neural Network
    Liu, Zeyi
    Ware, Tony
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 10
  • [27] Graph convolutional neural network applied to the prediction of normal boiling point
    Qu, Chen
    Kearsley, Anthony J.
    Schneider, Barry I.
    Keyrouz, Walid
    Allison, Thomas C.
    JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 2022, 112
  • [28] Optical Network Traffic Prediction Based on Graph Convolutional Neural Networks
    Gui, Yihan
    Wang, Danshi
    Guan, Luyao
    Zhang, Min
    2020 OPTO-ELECTRONICS AND COMMUNICATIONS CONFERENCE (OECC 2020), 2020,
  • [29] Dynamic graph convolutional neural network for image sentiment distribution prediction
    Su Y.-T.
    Wang J.
    Zhao W.
    Jing P.-G.
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2023, 53 (09): : 2601 - 2610
  • [30] Deep Graph-Convolutional Generative Adversarial Network for Semi-Supervised Learning on Graphs
    Jia, Nan
    Tian, Xiaolin
    Gao, Wenxing
    Jiao, Licheng
    REMOTE SENSING, 2023, 15 (12)