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Uncertainty estimation in deep learning-based property models: Graph neural networks applied to the critical properties
Authors:Adem R N Aouichaoui  Seyed Soheil Mansouri  Jens Abildskov  Gürkan Sin
Affiliation:Department of Chemical and Biochemical Engineering, Technical University of Denmark, Lyngby, Denmark
Abstract:
Keywords:deep learning  graph neural networks  molecular property prediction  QSPR  uncertainty analysis
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