Vadim Korolev

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Document Ranking

Convolutional Neural Networks

Top Venues

J. Chem. Inf. Model.

Publications

Vadim Korolev, Artem Mitrofanov
Coarse-Grained Crystal Graph Neural Networks for Reticular Materials Design. J. Chem. Inf. Model. 64 (6) (2024)
Vadim Korolev, Pavel V. Protsenko
Accurate, interpretable predictions of materials properties within transformer language models. Patterns 4 (10) (2023)
Vadim Korolev, Yuriy M. Nevolin, Thomas A. Manz, Pavel V. Protsenko
Parametrization of Nonbonded Force Field Terms for Metal-Organic Frameworks Using Machine Learning Approach. J. Chem. Inf. Model. 61 (12) (2021)
Kirill Karpov, Artem Mitrofanov, Vadim Korolev, Valery Tkachenko
Size doesn't matter: predicting physico- or biochemical properties based on dozens of molecules. CoRR (2021)
Vadim Korolev, Artem Mitrofanov, Alexandru Korotcov, Valery Tkachenko
Graph Convolutional Neural Networks as "General-Purpose" Property Predictors: The Universality and Limits of Applicability. J. Chem. Inf. Model. 60 (1) (2020)