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Charles J. McGill

Massachusetts Institute of Technology · US
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Area of research
Computational Theory and Mathematics · Materials Chemistry
Research interest
Research interests include Computer science, Machine learning, Hyperparameter, Workflow, Software, and Chemical space.
h-index
citations
813
works
5
NIH funding
primary concept
email

Recent publications

Chemprop: A Machine Learning Package for Chemical Property Prediction
Journal of Chemical Information and Modeling 2023cited by 492position: lastdoi
Autonomous, multiproperty-driven molecular discovery: From predictions to measurements and back
Science 2023cited by 138position: middledoi
Characterizing Uncertainty in Machine Learning for Chemistry
Journal of Chemical Information and Modeling 2023cited by 75position: middledoi
Chemprop: A Machine Learning Package for Chemical Property Prediction
ChemRxiv 2023cited by 18position: lastdoi
Predicting Infrared Spectra with Message Passing Neural Networks
Journal of Chemical Information and Modeling 2021cited by 90position: firstdoi

Grants

No grants ingested yet.

Frequent collaborators

William H. Green · Moscow Institute of Thermal Technology5 papers (2021–2023)Florence H. Vermeire · KU Leuven4 papers (2023–2023)Esther Heid · Massachusetts Institute of Technology3 papers (2023–2023)Haoyang Wu · Massachusetts Institute of Technology3 papers (2023–2023)Kevin P. Greenman · Massachusetts Institute of Technology3 papers (2023–2023)Shih‐Cheng Li · Massachusetts Institute of Technology3 papers (2023–2023)David Graff · Massachusetts Institute of Technology2 papers (2023–2023)Yunsie Chung · Massachusetts Institute of Technology2 papers (2023–2023)Timothy Kulesza · Massachusetts Institute of Technology1 papers (2023–2023)Travis Hart · Massachusetts Institute of Technology1 papers (2023–2023)Regina Barzilay · IIT@MIT1 papers (2023–2023)Rafael Gómez‐Bombarelli · Massachusetts Institute of Technology1 papers (2023–2023)Brooke Jin · Massachusetts Institute of Technology1 papers (2023–2023)Camille Bilodeau · Massachusetts Institute of Technology1 papers (2023–2023)Wengong Jin · Broad Institute of MIT and Harvard1 papers (2023–2023)Richard B. Canty · Massachusetts Institute of Technology1 papers (2023–2023)Michael Forsuelo · Massachusetts Institute of Technology1 papers (2021–2021)Tommi Jaakkola · IIT@MIT1 papers (2023–2023)Yanfei Guan · Massachusetts Institute of Technology1 papers (2021–2021)Matthew A. McDonald · Massachusetts Institute of Technology1 papers (2023–2023)
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