Pavel Karpov

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 7

Top Topics

Prediction Error

Structural Features

Database Programming

Top Venues

ICANN (Workshop)

J. Cheminformatics

Publications

Zhonghua Xia, Pavel Karpov, Grzegorz M. Popowicz, Michael Sattler, Igor V. Tetko
What Features of Ligands Are Relevant to the Opening of Cryptic Pockets in Drug Targets? Informatics 9 (1) (2022)
Zhonghua Xia, Pavel Karpov, Grzegorz Popowicz, Igor V. Tetko
Focused Library Generator: case of Mdmx inhibitors. J. Comput. Aided Mol. Des. 34 (7) (2020)
Pavel Karpov, Guillaume Godin, Igor V. Tetko
Transformer-CNN: Swiss knife for QSAR modeling and interpretation. J. Cheminformatics 12 (1) (2020)
Igor V. Tetko, Pavel Karpov, Ruud van Deursen, Guillaume Godin
Augmented Transformer Achieves 97% and 85% for Top5 Prediction of Direct and Classical Retro-Synthesis. CoRR (2020)
Pavel Karpov, Guillaume Godin, Igor V. Tetko
Transformer-CNN: Fast and Reliable tool for QSAR. CoRR (2019)
Igor V. Tetko, Pavel Karpov, Eric Bruno, Talia B. Kimber, Guillaume Godin
Augmentation Is What You Need! ICANN (Workshop) (2019)
Pavel Karpov, Guillaume Godin, Igor V. Tetko
A Transformer Model for Retrosynthesis. ICANN (Workshop) (2019)