1 citations · 1 across the 2 of their papers we have counts for
6 papers
Thermotaxis of Janus Particles
Sven Auschra, Andreas Bregulla, Klaus Kroy +1
The interactions of autonomous microswimmers play an important role for the formation of collective states of motile active matter. We study them in detail for the common microswim…
Jarzynski Equality for Soret Equilibria -- Virtues of Virtual Potentials
Tobias Thalheim, Marco Braun, Gianmaria Falasco +2
The Jarzynski equality relates the free energy difference between two equilibrium states to the fluctuating irreversible work afforded to switch between them. The prescribed fixed…
Enhanced force-field calibration via machine learning
Aykut Argun, Tobias Thalheim, Stefano Bo +2
The influence of microscopic force fields on the motion of Brownian particles plays a fundamental role in a broad range of fields, including soft matter, biophysics, and active mat…
Convolutional Neural Networks for Real-Time Localization and Classification in Feedback Digital Microscopy
Martin Fränzl, Frank Cichos
We present an adapted single-shot convolutional neural network (YOLOv2) for the real-time localization and classification of particles in optical microscopy. As compared to previou…
Hot Microswimmers
Klaus Kroy, Dipanjan Chakraborty, Frank Cichos
Hot microswimmers are self-propelled Brownian particles that exploit local heating for their directed self-thermophoretic motion. We provide a pedagogical overview of the key physi…
Active Particles Bound by Information Flows
Utsab Khadka, Viktor Holubec, Haw Yang +1
Self-organization is the generation of order out of local interactions in non-equilibrium [1]. It is deeply connected to all fields of science from physics, chemistry to biology wh…