activity
20072024
most citedClassification of diffusion modes in single-particle tracking data: Feature-based versus deep-learning approach

148 citations · 327 across the 11 of their papers we have counts for

collaborators

11 papers

cs.CE2024

Multi-layer diffusion model of photovoltaic installations

Tomasz Weron

Nowadays, harmful effects of climate change are becoming increasingly apparent. A vital issue that must be addressed is the generation of energy from non-renewable and often pollut…

cond-mat.stat-mech2023★ 52 cited

Machine-Learning Solutions for the Analysis of Single-Particle Diffusion Trajectories

Henrik Seckler, Janusz Szwabinski, Ralf Metzler

Single-particle traces of the diffusive motion of molecules, cells, or animals are by-now routinely measured, similar to stochastic records of stock prices or weather data. Deciphe…

physics.soc-ph2019

Impact of independence on polarization of opinions

Janusz Szwabiński, Tomasz Weron

Polarization of societies is getting more and more attention from researchers working at the intersection of many fields, because it seems to be a defining feature of many public d…

q-bio.QM2019★ 148 cited

Classification of diffusion modes in single-particle tracking data: Feature-based versus deep-learning approach

Patrycja Kowalek, Hanna Loch-Olszewska, Janusz Szwabiński

Single-particle trajectories measured in microscopy experiments contain important information about dynamic processes undergoing in a range of materials including living cells and…

physics.soc-ph2016★ 46 cited

Conformity, anticonformity and polarization of opinions: insights from a mathematical model of opinion dynamics

Tyll Krueger, Janusz Szwabiński, Tomasz Weron

Understanding and quantifying polarization in social systems is important because of many reasons. It could for instance help to avoid segregation and conflicts in the society or t…

physics.soc-ph2016★ 31 cited

The interplay between conformity and anticonformity and its polarizing effect on society

Patryk Siedlecki, Janusz Szwabiński, Tomasz Weron

Simmering debates leading to polarization are observed in many domains. Although empirical findings show a strong correlation between this phenomenon and modularity of a social net…