Ian A Watson, Jibo Wang, Christos A Nicolaou. J Cheminform 2019
Times Cited: 26
Times Cited: 26
Times Cited
Times Co-cited
Similarity
Planning chemical syntheses with deep neural networks and symbolic AI.
Marwin H S Segler, Mike Preuss, Mark P Waller. Nature 2018
Marwin H S Segler, Mike Preuss, Mark P Waller. Nature 2018
46
Prediction of Organic Reaction Outcomes Using Machine Learning.
Connor W Coley, Regina Barzilay, Tommi S Jaakkola, William H Green, Klavs F Jensen. ACS Cent Sci 2017
Connor W Coley, Regina Barzilay, Tommi S Jaakkola, William H Green, Klavs F Jensen. ACS Cent Sci 2017
34
Machine Learning in Computer-Aided Synthesis Planning.
Connor W Coley, William H Green, Klavs F Jensen. Acc Chem Res 2018
Connor W Coley, William H Green, Klavs F Jensen. Acc Chem Res 2018
30
Retrosynthetic Reaction Prediction Using Neural Sequence-to-Sequence Models.
Bowen Liu, Bharath Ramsundar, Prasad Kawthekar, Jade Shi, Joseph Gomes, Quang Luu Nguyen, Stephen Ho, Jack Sloane, Paul Wender, Vijay Pande. ACS Cent Sci 2017
Bowen Liu, Bharath Ramsundar, Prasad Kawthekar, Jade Shi, Joseph Gomes, Quang Luu Nguyen, Stephen Ho, Jack Sloane, Paul Wender, Vijay Pande. ACS Cent Sci 2017
30
A robotic platform for flow synthesis of organic compounds informed by AI planning.
Connor W Coley, Dale A Thomas, Justin A M Lummiss, Jonathan N Jaworski, Christopher P Breen, Victor Schultz, Travis Hart, Joshua S Fishman, Luke Rogers, Hanyu Gao,[...]. Science 2019
Connor W Coley, Dale A Thomas, Justin A M Lummiss, Jonathan N Jaworski, Christopher P Breen, Victor Schultz, Travis Hart, Joshua S Fishman, Luke Rogers, Hanyu Gao,[...]. Science 2019
30
Neural-Symbolic Machine Learning for Retrosynthesis and Reaction Prediction.
Marwin H S Segler, Mark P Waller. Chemistry 2017
Marwin H S Segler, Mark P Waller. Chemistry 2017
26
Computer-Assisted Synthetic Planning: The End of the Beginning.
Sara Szymkuć, Ewa P Gajewska, Tomasz Klucznik, Karol Molga, Piotr Dittwald, Michał Startek, Michał Bajczyk, Bartosz A Grzybowski. Angew Chem Int Ed Engl 2016
Sara Szymkuć, Ewa P Gajewska, Tomasz Klucznik, Karol Molga, Piotr Dittwald, Michał Startek, Michał Bajczyk, Bartosz A Grzybowski. Angew Chem Int Ed Engl 2016
26
Route Designer: a retrosynthetic analysis tool utilizing automated retrosynthetic rule generation.
James Law, Zsolt Zsoldos, Aniko Simon, Darryl Reid, Yang Liu, Sing Yoong Khew, A Peter Johnson, Sarah Major, Robert A Wade, Howard Y Ando. J Chem Inf Model 2009
James Law, Zsolt Zsoldos, Aniko Simon, Darryl Reid, Yang Liu, Sing Yoong Khew, A Peter Johnson, Sarah Major, Robert A Wade, Howard Y Ando. J Chem Inf Model 2009
23
Computer-Assisted Retrosynthesis Based on Molecular Similarity.
Connor W Coley, Luke Rogers, William H Green, Klavs F Jensen. ACS Cent Sci 2017
Connor W Coley, Luke Rogers, William H Green, Klavs F Jensen. ACS Cent Sci 2017
23
A graph-convolutional neural network model for the prediction of chemical reactivity.
Connor W Coley, Wengong Jin, Luke Rogers, Timothy F Jamison, Tommi S Jaakkola, William H Green, Regina Barzilay, Klavs F Jensen. Chem Sci 2018
Connor W Coley, Wengong Jin, Luke Rogers, Timothy F Jamison, Tommi S Jaakkola, William H Green, Regina Barzilay, Klavs F Jensen. Chem Sci 2018
23
Development of a novel fingerprint for chemical reactions and its application to large-scale reaction classification and similarity.
Nadine Schneider, Daniel M Lowe, Roger A Sayle, Gregory A Landrum. J Chem Inf Model 2015
Nadine Schneider, Daniel M Lowe, Roger A Sayle, Gregory A Landrum. J Chem Inf Model 2015
23
Datasets and their influence on the development of computer assisted synthesis planning tools in the pharmaceutical domain.
Amol Thakkar, Thierry Kogej, Jean-Louis Reymond, Ola Engkvist, Esben Jannik Bjerrum. Chem Sci 2019
Amol Thakkar, Thierry Kogej, Jean-Louis Reymond, Ola Engkvist, Esben Jannik Bjerrum. Chem Sci 2019
27
Learning Retrosynthetic Planning through Simulated Experience.
John S Schreck, Connor W Coley, Kyle J M Bishop. ACS Cent Sci 2019
John S Schreck, Connor W Coley, Kyle J M Bishop. ACS Cent Sci 2019
23
RDChiral: An RDKit Wrapper for Handling Stereochemistry in Retrosynthetic Template Extraction and Application.
Connor W Coley, William H Green, Klavs F Jensen. J Chem Inf Model 2019
Connor W Coley, William H Green, Klavs F Jensen. J Chem Inf Model 2019
23
Estimation of synthetic accessibility score of drug-like molecules based on molecular complexity and fragment contributions.
Peter Ertl, Ansgar Schuffenhauer. J Cheminform 2009
Peter Ertl, Ansgar Schuffenhauer. J Cheminform 2009
23
23
Enhancing Retrosynthetic Reaction Prediction with Deep Learning Using Multiscale Reaction Classification.
Javier L Baylon, Nicholas A Cilfone, Jeffrey R Gulcher, Thomas W Chittenden. J Chem Inf Model 2019
Javier L Baylon, Nicholas A Cilfone, Jeffrey R Gulcher, Thomas W Chittenden. J Chem Inf Model 2019
19
Algorithm for reaction classification.
Hans Kraut, Josef Eiblmaier, Guenter Grethe, Peter Löw, Heinz Matuszczyk, Heinz Saller. J Chem Inf Model 2013
Hans Kraut, Josef Eiblmaier, Guenter Grethe, Peter Löw, Heinz Matuszczyk, Heinz Saller. J Chem Inf Model 2013
20
A Short Review of Chemical Reaction Database Systems, Computer-Aided Synthesis Design, Reaction Prediction and Synthetic Feasibility.
Wendy A Warr. Mol Inform 2014
Wendy A Warr. Mol Inform 2014
19
Computational prediction of chemical reactions: current status and outlook.
Ola Engkvist, Per-Ola Norrby, Nidhal Selmi, Yu-Hong Lam, Zhengwei Peng, Edward C Sherer, Willi Amberg, Thomas Erhard, Lynette A Smyth. Drug Discov Today 2018
Ola Engkvist, Per-Ola Norrby, Nidhal Selmi, Yu-Hong Lam, Zhengwei Peng, Edward C Sherer, Willi Amberg, Thomas Erhard, Lynette A Smyth. Drug Discov Today 2018
19
Predicting Retrosynthetic Reactions Using Self-Corrected Transformer Neural Networks.
Shuangjia Zheng, Jiahua Rao, Zhongyue Zhang, Jun Xu, Yuedong Yang. J Chem Inf Model 2020
Shuangjia Zheng, Jiahua Rao, Zhongyue Zhang, Jun Xu, Yuedong Yang. J Chem Inf Model 2020
19
Generating Focused Molecule Libraries for Drug Discovery with Recurrent Neural Networks.
Marwin H S Segler, Thierry Kogej, Christian Tyrchan, Mark P Waller. ACS Cent Sci 2018
Marwin H S Segler, Thierry Kogej, Christian Tyrchan, Mark P Waller. ACS Cent Sci 2018
19
Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules.
Rafael Gómez-Bombarelli, Jennifer N Wei, David Duvenaud, José Miguel Hernández-Lobato, Benjamín Sánchez-Lengeling, Dennis Sheberla, Jorge Aguilera-Iparraguirre, Timothy D Hirzel, Ryan P Adams, Alán Aspuru-Guzik. ACS Cent Sci 2018
Rafael Gómez-Bombarelli, Jennifer N Wei, David Duvenaud, José Miguel Hernández-Lobato, Benjamín Sánchez-Lengeling, Dennis Sheberla, Jorge Aguilera-Iparraguirre, Timothy D Hirzel, Ryan P Adams, Alán Aspuru-Guzik. ACS Cent Sci 2018
19
Mining electronic laboratory notebooks: analysis, retrosynthesis, and reaction based enumeration.
Clara D Christ, Matthias Zentgraf, Jan M Kriegl. J Chem Inf Model 2012
Clara D Christ, Matthias Zentgraf, Jan M Kriegl. J Chem Inf Model 2012
15
Big Data from Pharmaceutical Patents: A Computational Analysis of Medicinal Chemists' Bread and Butter.
Nadine Schneider, Daniel M Lowe, Roger A Sayle, Michael A Tarselli, Gregory A Landrum. J Med Chem 2016
Nadine Schneider, Daniel M Lowe, Roger A Sayle, Michael A Tarselli, Gregory A Landrum. J Med Chem 2016
15
"Found in Translation": predicting outcomes of complex organic chemistry reactions using neural sequence-to-sequence models.
Philippe Schwaller, Théophile Gaudin, Dávid Lányi, Costas Bekas, Teodoro Laino. Chem Sci 2018
Philippe Schwaller, Théophile Gaudin, Dávid Lányi, Costas Bekas, Teodoro Laino. Chem Sci 2018
15
SCScore: Synthetic Complexity Learned from a Reaction Corpus.
Connor W Coley, Luke Rogers, William H Green, Klavs F Jensen. J Chem Inf Model 2018
Connor W Coley, Luke Rogers, William H Green, Klavs F Jensen. J Chem Inf Model 2018
15
15
Molecular Transformer unifies reaction prediction and retrosynthesis across pharma chemical space.
Alpha A Lee, Qingyi Yang, Vishnu Sresht, Peter Bolgar, Xinjun Hou, Jacquelyn L Klug-McLeod, Christopher R Butler. Chem Commun (Camb) 2019
Alpha A Lee, Qingyi Yang, Vishnu Sresht, Peter Bolgar, Xinjun Hou, Jacquelyn L Klug-McLeod, Christopher R Butler. Chem Commun (Camb) 2019
16
Molecular Transformer: A Model for Uncertainty-Calibrated Chemical Reaction Prediction.
Philippe Schwaller, Teodoro Laino, Théophile Gaudin, Peter Bolgar, Christopher A Hunter, Costas Bekas, Alpha A Lee. ACS Cent Sci 2019
Philippe Schwaller, Teodoro Laino, Théophile Gaudin, Peter Bolgar, Christopher A Hunter, Costas Bekas, Alpha A Lee. ACS Cent Sci 2019
15
The Synthesizability of Molecules Proposed by Generative Models.
Wenhao Gao, Connor W Coley. J Chem Inf Model 2020
Wenhao Gao, Connor W Coley. J Chem Inf Model 2020
15
15
InChI, the IUPAC International Chemical Identifier.
Stephen R Heller, Alan McNaught, Igor Pletnev, Stephen Stein, Dmitrii Tchekhovskoi. J Cheminform 2015
Stephen R Heller, Alan McNaught, Igor Pletnev, Stephen Stein, Dmitrii Tchekhovskoi. J Cheminform 2015
15
Predicting retrosynthetic pathways using transformer-based models and a hyper-graph exploration strategy.
Philippe Schwaller, Riccardo Petraglia, Valerio Zullo, Vishnu H Nair, Rico Andreas Haeuselmann, Riccardo Pisoni, Costas Bekas, Anna Iuliano, Teodoro Laino. Chem Sci 2020
Philippe Schwaller, Riccardo Petraglia, Valerio Zullo, Vishnu H Nair, Rico Andreas Haeuselmann, Riccardo Pisoni, Costas Bekas, Anna Iuliano, Teodoro Laino. Chem Sci 2020
15
CGRtools: Python Library for Molecule, Reaction, and Condensed Graph of Reaction Processing.
Ramil I Nugmanov, Ravil N Mukhametgaleev, Tagir Akhmetshin, Timur R Gimadiev, Valentina A Afonina, Timur I Madzhidov, Alexandre Varnek. J Chem Inf Model 2019
Ramil I Nugmanov, Ravil N Mukhametgaleev, Tagir Akhmetshin, Timur R Gimadiev, Valentina A Afonina, Timur I Madzhidov, Alexandre Varnek. J Chem Inf Model 2019
23
Deep reinforcement learning for de novo drug design.
Mariya Popova, Olexandr Isayev, Alexander Tropsha. Sci Adv 2018
Mariya Popova, Olexandr Isayev, Alexander Tropsha. Sci Adv 2018
15
GuacaMol: Benchmarking Models for de Novo Molecular Design.
Nathan Brown, Marco Fiscato, Marwin H S Segler, Alain C Vaucher. J Chem Inf Model 2019
Nathan Brown, Marco Fiscato, Marwin H S Segler, Alain C Vaucher. J Chem Inf Model 2019
15
Molecular de-novo design through deep reinforcement learning.
Marcus Olivecrona, Thomas Blaschke, Ola Engkvist, Hongming Chen. J Cheminform 2017
Marcus Olivecrona, Thomas Blaschke, Ola Engkvist, Hongming Chen. J Cheminform 2017
15
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models.
Daniil Polykovskiy, Alexander Zhebrak, Benjamin Sanchez-Lengeling, Sergey Golovanov, Oktai Tatanov, Stanislav Belyaev, Rauf Kurbanov, Aleksey Artamonov, Vladimir Aladinskiy, Mark Veselov,[...]. Front Pharmacol 2020
Daniil Polykovskiy, Alexander Zhebrak, Benjamin Sanchez-Lengeling, Sergey Golovanov, Oktai Tatanov, Stanislav Belyaev, Rauf Kurbanov, Aleksey Artamonov, Vladimir Aladinskiy, Mark Veselov,[...]. Front Pharmacol 2020
15
What's What: The (Nearly) Definitive Guide to Reaction Role Assignment.
Nadine Schneider, Nikolaus Stiefl, Gregory A Landrum. J Chem Inf Model 2016
Nadine Schneider, Nikolaus Stiefl, Gregory A Landrum. J Chem Inf Model 2016
11
Idea2Data: Toward a New Paradigm for Drug Discovery.
Christos A Nicolaou, Christine Humblet, Hong Hu, Eva M Martin, Frank C Dorsey, Thomas M Castle, Keith Ian Burton, Haitao Hu, Jorg Hendle, Michael J Hickey,[...]. ACS Med Chem Lett 2019
Christos A Nicolaou, Christine Humblet, Hong Hu, Eva M Martin, Frank C Dorsey, Thomas M Castle, Keith Ian Burton, Haitao Hu, Jorg Hendle, Michael J Hickey,[...]. ACS Med Chem Lett 2019
16
A remote-controlled adaptive medchem lab: an innovative approach to enable drug discovery in the 21st Century.
Alexander G Godfrey, Thierry Masquelin, Horst Hemmerle. Drug Discov Today 2013
Alexander G Godfrey, Thierry Masquelin, Horst Hemmerle. Drug Discov Today 2013
11
Automatic mapping of atoms across both simple and complex chemical reactions.
Wojciech Jaworski, Sara Szymkuć, Barbara Mikulak-Klucznik, Krzysztof Piecuch, Tomasz Klucznik, Michał Kaźmierowski, Jan Rydzewski, Anna Gambin, Bartosz A Grzybowski. Nat Commun 2019
Wojciech Jaworski, Sara Szymkuć, Barbara Mikulak-Klucznik, Krzysztof Piecuch, Tomasz Klucznik, Michał Kaźmierowski, Jan Rydzewski, Anna Gambin, Bartosz A Grzybowski. Nat Commun 2019
13
Knowledge-based approach to de novo design using reaction vectors.
Hina Patel, Michael J Bodkin, Beining Chen, Valerie J Gillet. J Chem Inf Model 2009
Hina Patel, Michael J Bodkin, Beining Chen, Valerie J Gillet. J Chem Inf Model 2009
11
Modelling Chemical Reasoning to Predict and Invent Reactions.
Marwin H S Segler, Mark P Waller. Chemistry 2017
Marwin H S Segler, Mark P Waller. Chemistry 2017
11
Quantifying the chemical beauty of drugs.
G Richard Bickerton, Gaia V Paolini, Jérémy Besnard, Sorel Muresan, Andrew L Hopkins. Nat Chem 2012
G Richard Bickerton, Gaia V Paolini, Jérémy Besnard, Sorel Muresan, Andrew L Hopkins. Nat Chem 2012
11
Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.