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Hanna Loch-Olszewska

4 papers hereh-index 7469 citations12 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 4 papers where every author was matched, so the position is known.

fields
  • q-bio.QM3
  • physics.data-an1

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedClassification of diffusion modes in single-particle tracking data: Feature-based versus deep-learning approach

148 citations · 267 across the 4 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

q-bio.QM2021★ 37 cited

Boosting the performance of anomalous diffusion classifiers with the proper choice of features

Patrycja Kowalek, Hanna Loch-Olszewska, Łukasz Łaszczuk +2

Understanding and identifying different types of single molecules' diffusion that occur in a broad range of systems (including living matter) is extremely important, as it can prov…

physics.data-an2021★ 9 cited

Objective comparison of methods to decode anomalous diffusion

Gorka Muñoz-Gil, Giovanni Volpe, Miguel Angel Garcia-March +31

Deviations from Brownian motion leading to anomalous diffusion are found in transport dynamics from quantum physics to life sciences. The characterization of anomalous diffusion fr…

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