Connor W. Coley

287 total papers · 16.3k total citations
127 papers, 8.3k citations indexed

About

Connor W. Coley is a scholar working on Materials Chemistry, Computational Theory and Mathematics and Molecular Biology. According to data from OpenAlex, Connor W. Coley has authored 127 papers receiving a total of 8.3k indexed citations (citations by other indexed papers that have themselves been cited), including 85 papers in Materials Chemistry, 75 papers in Computational Theory and Mathematics and 40 papers in Molecular Biology. Recurrent topics in Connor W. Coley's work include Machine Learning in Materials Science (76 papers), Computational Drug Discovery Methods (73 papers) and Innovative Microfluidic and Catalytic Techniques Innovation (29 papers). Connor W. Coley is often cited by papers focused on Machine Learning in Materials Science (76 papers), Computational Drug Discovery Methods (73 papers) and Innovative Microfluidic and Catalytic Techniques Innovation (29 papers). Connor W. Coley collaborates with scholars based in United States, China and Switzerland. Connor W. Coley's co-authors include Klavs F. Jensen, William H. Green, Regina Barzilay, Tommi Jaakkola, Luke Rogers, Wengong Jin, Wenhao Gao, Hanyu Gao, Timothy F. Jamison and Milad Abolhasani and has published in prestigious journals such as Nature, Science and Proceedings of the National Academy of Sciences.

In The Last Decade

Connor W. Coley

121 papers receiving 8.1k citations

Hit Papers

normalize citations (0→100%) normalize lifespan (0→100%) sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

Analyzing Learned Molecular Representations for Property Prediction

2019 1.1k citations Kevin Yang, Kyle Swanson et al. Journal of Chemical Information and Modeling profile →
A robotic platform for flow synthesis of organic compounds informed by AI planning

2019 716 citations Connor W. Coley, Justin A. M. Lummiss et al. Science profile →
Prediction of Organic Reaction Outcomes Using Machine Learning

2017 505 citations Connor W. Coley, Regina Barzilay et al. ACS Central Science profile →
Machine Learning in Computer-Aided Synthesis Planning

2018 482 citations Connor W. Coley, William H. Green et al. Accounts of Chemical Research profile →
A graph-convolutional neural network model for the prediction of chemical reactivity

2018 454 citations Connor W. Coley, Wengong Jin et al. Chemical Science profile →
Convolutional Embedding of Attributed Molecular Graphs for Physical Property Prediction

2017 331 citations Connor W. Coley, Regina Barzilay et al. Journal of Chemical Information and Modeling profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Connor W. Coley	5.0k	4.3k	3.0k	1.8k	765	127	8.3k
Olexandr Isayev	7.5k 1.5×	4.1k 1.0×	2.7k 0.9×	937 0.5×	522 0.7×	96	10.8k
Ola Engkvist	3.5k 0.7×	5.2k 1.2×	4.2k 1.4×	691 0.4×	529 0.7×	166	8.3k
O. Anatole von Lilienfeld	8.3k 1.6×	4.5k 1.0×	2.3k 0.8×	728 0.4×	525 0.7×	115	11.0k
J. M. Martı́nez	2.4k 0.5×	4.2k 1.0×	1.5k 0.5×	1.8k 1.0×	812 1.1×	235	15.6k
Ernesto G. Birgin	2.2k 0.4×	1.6k 0.4×	1.3k 0.4×	1.7k 0.9×	556 0.7×	114	11.6k
David Rogers	2.0k 0.4×	4.1k 0.9×	3.0k 1.0×	380 0.2×	288 0.4×	122	7.3k
Igor V. Tetko	2.2k 0.4×	5.0k 1.2×	4.0k 1.3×	738 0.4×	737 1.0×	191	11.5k
Alexandre Varnek	2.6k 0.5×	5.0k 1.2×	3.1k 1.0×	544 0.3×	256 0.3×	220	7.8k
Sunghwan Kim	1.4k 0.3×	4.3k 1.0×	5.9k 2.0×	821 0.5×	247 0.3×	137	13.0k
Matthias Rupp	5.1k 1.0×	3.2k 0.7×	1.6k 0.5×	376 0.2×	434 0.6×	49	6.4k

Countries citing papers authored by Connor W. Coley

Since Specialization

Citations

This map shows the geographic impact of Connor W. Coley's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Connor W. Coley with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Connor W. Coley more than expected).

Fields of papers citing papers by Connor W. Coley

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Connor W. Coley. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Connor W. Coley. The network helps show where Connor W. Coley may publish in the future.

Co-authorship network of co-authors of Connor W. Coley

This figure shows the co-authorship network connecting the top 25 collaborators of Connor W. Coley. A scholar is included among the top collaborators of Connor W. Coley based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Connor W. Coley. Connor W. Coley is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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