Vadim Korolev

According to our database, Vadim Korolev authored at least 5 papers between 2020 and 2024.

Collaborative distances:

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

2024

Coarse-Grained Crystal Graph Neural Networks for Reticular Materials Design.

Vadim Korolev, Artem Mitrofanov

J. Chem. Inf. Model., 2024

2023

Accurate, interpretable predictions of materials properties within transformer language models.

Vadim Korolev, Pavel V. Protsenko

Patterns, October, 2023

2021

Parametrization of Nonbonded Force Field Terms for Metal-Organic Frameworks Using Machine Learning Approach.

Vadim Korolev, Yuriy M. Nevolin, Thomas A. Manz, Pavel V. Protsenko

J. Chem. Inf. Model., 2021

Size doesn't matter: predicting physico- or biochemical properties based on dozens of molecules.

Kirill Karpov, Artem Mitrofanov, Vadim Korolev, Valery Tkachenko

CoRR, 2021

2020

Graph Convolutional Neural Networks as "General-Purpose" Property Predictors: The Universality and Limits of Applicability.

Vadim Korolev, Artem Mitrofanov, Alexandru Korotcov, Valery Tkachenko

J. Chem. Inf. Model., 2020