Maxim V. Fedorov

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 15

Top Topics

Natural Language Processing

Machine Learning

Computational Modeling

Top Venues

J. Chem. Inf. Model.

MLCN/RNO-AI@MICCAI

Publications

Ekaterina A. Sosnina, Sergey Sosnin, Maxim V. Fedorov
Improvement of multi-task learning by data enrichment: application for drug discovery. J. Comput. Aided Mol. Des. 37 (4) (2023)
Nikolay B. Yavich, Nikolay A. Koshev, Mikhail S. Malovichko, Alexandra Razorenova, Maxim V. Fedorov
Conservative Finite Element Modeling of EEG and MEG on Unstructured Grids. IEEE Trans. Medical Imaging 41 (3) (2022)
Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim V. Fedorov, Alexander Filippov, Evgeny Burnaev
NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing. IEEE Access 10 (2022)
Galina Burdukovskaya, George Ovchinnikov, Maxim V. Fedorov, Dmitrii Shadrin
Improving of Action Localization in Videos Using the Novel Feature Extraction. ISIE (2021)
Mikhail S. Malovichko, Nikolay A. Koshev, Nikolay B. Yavich, Alexandra Razorenova, Maxim V. Fedorov
Electroencephalographic Source Reconstruction by the Finite-Element Approximation of the Elliptic Cauchy Problem. IEEE Trans. Biomed. Eng. 68 (6) (2021)
Alexandra Razorenova, Nikolay B. Yavich, Mikhail S. Malovichko, Maxim V. Fedorov, Nikolay A. Koshev, Dmitry V. Dylov
Deep Learning for Non-invasive Cortical Potential Imaging. MLCN/RNO-AI@MICCAI (2020)
Dmitrii G. Shadrin, Alexander Menshchikov, Andrey Somov, Gerhild Bornemann, Jens Hauslage, Maxim V. Fedorov
Enabling Precision Agriculture Through Embedded Sensing With Artificial Intelligence. IEEE Trans. Instrum. Meas. 69 (7) (2020)
Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim V. Fedorov, Evgeny Burnaev
NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing. CoRR (2020)
Vigneshwari Subramanian, Ekaterina Ratkova, David Palmer, Ola Engkvist, Maxim V. Fedorov, Antonio Llinas
Multisolvent Models for Solvation Free Energy Predictions Using 3D-RISM Hydration Thermodynamic Descriptors. J. Chem. Inf. Model. 60 (6) (2020)
Nurlybek Amangeldiuly, Dmitry Karlov, Maxim V. Fedorov
Baseline Model for Predicting Protein-Ligand Unbinding Kinetics through Machine Learning. J. Chem. Inf. Model. 60 (12) (2020)
Igor Zacharov, Rinat Arslanov, Maxim Gunin, Daniil Stefonishin, Sergey Pavlov, Oleg Panarin, Anton K. Maliutin, Sergey G. Rykovanov, Maxim V. Fedorov
'Zhores' - Petaflops supercomputer for data-driven modeling, machine learning and artificial intelligence installed in Skolkovo Institute of Science and Technology. CoRR (2019)
Sergey Sosnin, Dmitry Karlov, Igor V. Tetko, Maxim V. Fedorov
Comparative Study of Multitask Toxicity Modeling on a Broad Chemical Space. J. Chem. Inf. Model. 59 (3) (2019)
Alexander Menshchikov, Dmitry Ermilov, I. Dranitsky, L. Kupchenko, Maxim Panov, Maxim V. Fedorov, Andrey Somov
Data-Driven Body-Machine Interface for Drone Intuitive Control through Voice and Gestures. IECON (2019)
Dmitrii G. Shadrin, Victor Kulikov, Maxim V. Fedorov
Instance segmentation for assessment of plant growth dynamics in artificial soilless conditions. BMVC (2018)
Eva Roos Nerut, Karl Karu, Iuliia V. Voroshylova, Kathleen Kirchner, Tom Kirchner, Maxim V. Fedorov, Vladislav B. Ivanistsev
NaRIBaS - A Scripting Framework for Computational Modeling of Nanomaterials and Room Temperature Ionic Liquids in Bulk and Slab. Comput. 6 (4) (2018)
Volodymyr P. Sergiievskyi, Wolfgang Hackbusch, Maxim V. Fedorov
Multigrid solver for the reference interaction site model of molecular liquids theory. J. Comput. Chem. 32 (9) (2011)
Lei Zhang, Leonid Berlyand, Maxim V. Fedorov, Houman Owhadi
Global Energy Matching Method for Atomistic-to-Continuum Modeling of Self-Assembling Biopolymer Aggregates. Multiscale Model. Simul. 8 (5) (2010)
Gennady N. Chuev, Maxim V. Fedorov, Sandro Chiodo, Nino Russo, Emilia Sicilia
Hydration of ionic species studied by the reference interaction site model with a repulsive bridge correction. J. Comput. Chem. 29 (14) (2008)
Maxim V. Fedorov, Heinz-Jürgen Flad, Gennady N. Chuev, Lars Grasedyck, Boris N. Khoromskij
A structured low-rank wavelet solver for the Ornstein-Zernike integral equation. Computing 80 (1) (2007)
Maxim V. Fedorov, Stephan Schumm, Jonathan M. Goodman
Solvent Effects and Conformational Stability of a Tripeptide. CompLife (2006)
Gennady N. Chuev, Maxim V. Fedorov
Wavelet algorithm for solving integral equations of molecular liquids. A test for the reference interaction site model. J. Comput. Chem. 25 (11) (2004)