Pavel Karpov

According to our database, Pavel Karpov authored at least 8 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Universal Laboratory Model: prognosis of abnormal clinical outcomes based on routine tests.

Pavel Karpov, Ilya Petrenkov, Ruslan Raiman

CoRR, June, 2025

2022

What Features of Ligands Are Relevant to the Opening of Cryptic Pockets in Drug Targets?

Zhonghua Xia, Pavel Karpov, Grzegorz M. Popowicz, Michael Sattler, Igor V. Tetko

Informatics, 2022

2020

Transformer-CNN: Swiss knife for QSAR modeling and interpretation.

Pavel Karpov, Guillaume Godin, Igor V. Tetko

J. Cheminformatics, 2020

Focused Library Generator: case of Mdmx inhibitors.

Zhonghua Xia, Pavel Karpov, Grzegorz M. Popowicz, Igor V. Tetko

J. Comput. Aided Mol. Des., 2020

Augmented Transformer Achieves 97% and 85% for Top5 Prediction of Direct and Classical Retro-Synthesis.

Igor V. Tetko, Pavel Karpov, Ruud van Deursen, Guillaume Godin

CoRR, 2020

2019

Transformer-CNN: Fast and Reliable tool for QSAR.

Pavel Karpov, Guillaume Godin, Igor V. Tetko

CoRR, 2019

Augmentation Is What You Need!

Igor V. Tetko, Pavel Karpov, Eric Bruno, Talia B. Kimber, Guillaume Godin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

A Transformer Model for Retrosynthesis.

Pavel Karpov, Guillaume Godin, Igor V. Tetko

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019