Deep learning for chemical reaction prediction

Abstract

We describe a deep learning-based system for predicting chemical reactions and identifying experimentally-observed masses.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 01, 2018
Source ID
10.1039/c7me00107j

Entities

People

  • Aaron Mood
  • David Fooshee
  • David L. Van Vranken
  • Eugene Gutman
  • Frances Liu
  • Gregor Urban
  • Mohammadamin Tavakoli
  • Nancy Huynh
  • Pierre Baldi

Organizations

  • Defense Advanced Research Projects Agency
  • Department of Computer Science, University of Oxford
  • National Science Foundation
  • United States Army
  • University of California, Irvine
  • Yusuf Hamied Department of Chemistry

Tags

Technology Areas

  • AI & ML
  • AI & ML - Information Retrieval
  • AI & ML - Neural Networks