Generating molecules with optimized aqueous solubility using iterative graph translation

While molecular discovery is critical for solving many scientific problems, the time and resource costs of experiments make it intractable to fully explore chemical space. Here, we present a generative modeling framework that proposes novel molecules that are 1) based on starting candidate structure...

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Bibliographic Details
Main Authors: Bilodeau, Camille (Author), Jin, Wengong (Author), Xu, Hongyun (Author), Emerson, Jillian A (Author), Mukhopadhyay, Sukrit (Author), Kalantar, Thomas H (Author), Jaakkola, Tommi (Author), Barzilay, Regina (Author), Jensen, Klavs F (Author)
Format: Article
Language:English
Published: Royal Society of Chemistry (RSC), 2022-01-24T15:28:03Z.
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