Connor W. Coley
IIT@MIT(US)Massachusetts Institute of Technology(US)
Publications by Year
Research Areas
Machine Learning in Materials Science, Computational Drug Discovery Methods, Innovative Microfluidic and Catalytic Techniques Innovation, Chemical Synthesis and Analysis, Protein Structure and Dynamics
Most-Cited Works
- → Analyzing Learned Molecular Representations for Property Prediction(2019)1,673 cited
- → Scientific discovery in the age of artificial intelligence(2023)1,448 cited
- → A robotic platform for flow synthesis of organic compounds informed by AI planning(2019)1,054 cited
- → Prediction of Organic Reaction Outcomes Using Machine Learning(2017)799 cited
- → Machine Learning in Computer-Aided Synthesis Planning(2018)760 cited
- → A graph-convolutional neural network model for the prediction of chemical reactivity(2018)687 cited
- → Convolutional Embedding of Attributed Molecular Graphs for Physical Property Prediction(2017)507 cited
- → Using Machine Learning To Predict Suitable Conditions for Organic Reactions(2018)440 cited
- → Computer-Assisted Retrosynthesis Based on Molecular Similarity(2017)426 cited
- → The Synthesizability of Molecules Proposed by Generative Models(2020)379 cited