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Geometric deep learning for molecular property predictions with chemical accuracy across chemical space

Abstract Chemical engineers heavily rely on precise knowledge of physicochemical properties to model chemical processes. Despite the growing popularity of deep learning, it is only rarely applied for property prediction due to data scarcity and limited accuracy for compounds in industrially-relevant...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Maarten R. Dobbelaere, István Lengyel, Christian V. Stevens, Kevin M. Van Geem
Hōputu: Artigo
Reo:Inglês
I whakaputaina: BMC 2024-08-01
Rangatū:Journal of Cheminformatics
Ngā marau:
Urunga tuihono:https://doi.org/10.1186/s13321-024-00895-0
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