Избранные публикации сотрудников факультета

2026

(Re)defining the human chromatome: an integrated meta-analysis of localization, function, abundance, physical properties, and domain composition of chromatin proteins
Soboleva V., Alanov A. et al. 
Proceedings of the AAAI Conference on Artificial Intelligence 40(11): 9051–9059

Blurred magnitude homology of functional connectome for ASD diagnosis
Levchenko E., Kachura A., Chernyshev V., Kachan O.   
Front. Psychiatry  16:1677282

Decompounding under general mixing distributions
Morozova E., Panov V. Belomestny D.  
Bernoulli 32(2): 1481-1502

DSCA-HLAII: A dual-stream cross-attention model for predicting peptide-HLA class II interaction and presentation
Yan K., Shaytan A. et al. 
PLOS Computational Biology 22(1): e1013836

Efficient incorporation of new interactions in graph recommenders via folding-in
Sukhorukov N., Yusupov V., Frolov E.  
User Modeling and User-Adapted Interaction 36: 2

Focusing the Diffusion: Importance Sampling for One-Shot Subject-Driven Image Generation
 Mamedov I., Lisov R., Teplov A., Barkina A. et al. 
IEEE Access 14: 26662 - 26671

HoTPP benchmark: Are we good at the long horizon events forecasting?
Karpukhin I., Shipilov F., Savchenko A.  
Neurocomputing 672: 132771

Incorporating Coulomb interactions with fixed charges in moment tensor potentials and equivariant tensor network potentials
 Novikov I. et al. 
J. Chem. Phys.  164: 064120

Large Language Models for Creation, Enrichment and Evaluation of Taxonomic Graphs
  Neminova E., Lobanova A. et al. 
Semantic Web: – Interoperability, Usability, Applicability 17(1): 109902

Modeling Pruning as a Phase Transition: A Thermodynamic Analysis of Neural Activations
 Mehmood R. et al. 
Computers, Materials & Continua 86(3): 99

Multimodal graph, surface, and language-based model for protein protein interaction prediction
 Arteaga D., Chervov N., Poptsova M.  
Scientific Reports 16: 4772

On Flexibility of Trinomial Varieties
 Ignatev M., Vilkin T.  
Mediterranean Journal of Mathematics 23(2)

On syntactic concept lattice models for the Lambek calculus and infinitary action logic
 Kuznetsov S.  
Journal of Logic and Computation 36 (1): exaf078

Optimization on the extended tensor-train manifold with shared factors
 Molozhavenko A., Rakhuba M.  
Computational and Applied Mathematics 

Relative Chaoticity of Natural Languages
 Yerbolova A., Tomashchuk K., Kogan A., Dang N.,Skrynnikova I., Gromov V. et al. 
Complexity 2026: 5519690,

Semi-automatic annotation of brain vessels in magnetic resonance angiography images
Elfimov N., Menshikov I., Bernadotte A.   
Sci Data 13: 41

Symbolic regression for defect interactions in 2D materials
Ustyuzhanin A., Lazarev M.  
Materials & Design 264: 115706

SynEL: A synthetic benchmark for entity linking
 Karpov I., Goncharova E., Parinov A., Chernyavskiy A., Ilvovsky D. et al. 
PLoS One 21(1): e0339468

UVIP: Model-Free Approach to Evaluate Reinforcement Learning Algorithms
 Belomestny D., Levin I., Naumov A., Samsonov S.  
Journal of Optimization Theory and Applications 208(3)

Zeroth-order methods for non-smooth stochastic problems under heavy-tailed noise
Bashirov N., Gasnikov A., Lobanov A.  
Optimization Methods and Software 1–26

Algorithmic complexity of theories with Kleene iteration
 Kuznetsov S.  
Russian Mathematical Surveys 81(1): 125 – 188

Maps preserving a fixed rank-distance on matrices over finite fields
Maksaev A.M., Medved N.Y., Promyslov V.V. 
Finite Fields and Their Applications 111: 102759

Maps preserving two small values of λ-th upper scrambling index
Kulev Y., Maksaev A., Promyslov V.V.
Linear Algebra and its Applications 730: 51-72

Path-integral molecular dynamics with actively-trained and universal machine learning force fields
Solovykh A.A., Novikov I.S. et al. 
Computer Physics Communications 319: 109902

Perturbation theory with accelerated convergence for fibre-optic nonlinearity compensation
Kakurin V., Gromov V. et al. 
Communications in Nonlinear Science and Numerical Simulation 153: 109492

Prediction of protein-protein interactions using point transformer and spherical Convex Hull graphs
Arteaga D., Poptsova M.
Computational and Structural Biotechnology Journal 31: 82-93