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Vadim Korolev
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 4
Top Topics
Anti Monotonic
Convolutional Neural Networks
Scales Linearly
Language Models For Information Retrieval
Top Venues
J. Chem. Inf. Model.
CoRR
Patterns
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Publications
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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)