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Nataliya Sokolovska

3 papers hereh-index 248 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci1
  • cond-mat.soft1
  • cs.LG1
same name
  • Nataliya Sokolovska — 4 papers, h 18
  • Nataliya Sokolovska — 1 paper, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedBottom-up Iterative Anomalous Diffusion Detector (BI-ADD)

2 citations · 2 across the 2 of their papers we have counts for

collaborators

3 papers

cond-mat.mtrl-sci2026

Finetuning-Free Diffusion Model with Adaptive Constraint Guidance for Inorganic Crystal Structure Generation

Auguste de Lambilly, Vladimir Baturin, David Portehault +4

Generative diffusion models have emerged as powerful tools for the discovery of inorganic crystal structures, yet steering their sampling process toward user-defined physical and c…

cs.LG2025

Bottom-up Iterative Anomalous Diffusion Detector (BI-ADD)

Junwoo Park, Nataliya Sokolovska, Clément Cabriel +2

In recent years, the segmentation of short molecular trajectories with varying diffusive properties has drawn particular attention of researchers, since it allows studying the dyna…

cond-mat.soft2023

Quantitative evaluation of methods to analyze motion changes in single-particle experiments

Gorka Muñoz-Gil, Harshith Bachimanchi, Jesús Pineda +33

The analysis of live-cell single-molecule imaging experiments can reveal valuable information about the heterogeneity of transport processes and interactions between cell component…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.