Accurate Thermochemistry with Small Data Sets: A Bond Additivity Correction and Transfer Learning Approach

Machine learning provides promising new methods for accurate yet rapid prediction of molecular properties, including thermochemistry, which is an integral component of many computer simulations, particularly automated reaction mechanism generation. Often, very large data sets with tens of thousands...

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Bibliographic Details
Main Authors: Grambow, Colin A., Li, Yi-Pei, Green Jr, William H
Other Authors: Massachusetts Institute of Technology. Department of Chemical Engineering
Format: Article
Published: American Chemical Society (ACS) 2020
Subjects:
Online Access:https://hdl.handle.net/1721.1/123828