Prediction of pKa Using Machine Learning Methods with Rooted Topological Torsion Fingerprints: Application to Aliphatic Amines

Yipin Lu, Shankara Anand, William A. Shirley, Peter Gedeck, Brian P. Kelley, Suzanne Skolnik, Stephane Rodde, Mai Nguyen, Mika K. Lindvall, Weiping Jia. Prediction of pKa Using Machine Learning Methods with Rooted Topological Torsion Fingerprints: Application to Aliphatic Amines. Journal of Chemical Information and Computer Sciences, 59(11):4706-4719, 2019. [doi]

Authors

Yipin Lu

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Shankara Anand

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William A. Shirley

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Peter Gedeck

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Brian P. Kelley

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Suzanne Skolnik

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Stephane Rodde

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Mai Nguyen

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Mika K. Lindvall

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Weiping Jia

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