U
Udo Seifert
Researcher at University of Stuttgart
Publications - 316
Citations - 25945
Udo Seifert is an academic researcher from University of Stuttgart. The author has contributed to research in topics: Entropy production & Fluctuation theorem. The author has an hindex of 74, co-authored 308 publications receiving 22363 citations. Previous affiliations of Udo Seifert include Forschungszentrum Jülich & Technische Universität München.
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Journal ArticleDOI
Thermodynamic efficiency of learning a rule in neural networks
Sebastian Goldt,Udo Seifert +1 more
TL;DR: In this article, a neural network learns a binary classification rule for new inputs from examples provided by a teacher, and analytically computes the dynamics and the efficiency of a noisy neural network performing online learning in the thermodynamic limit.
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Wetting by critical layers
Reinhard Lipowsky,Udo Seifert +1 more
TL;DR: There are two different types of fluctuations, namely, capillary waves and critical fluctuations within the surface layer, which are shown to be governed by two different length scales.
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Stochastic thermodynamics: Principles and perspectives
TL;DR: In this article, a first-law like energy balance involving exchanged heat and entropy production entering refinements of the second law can consistently be defined along single stochastic trajectories.
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Discontinuous thinning in active microrheology of soft complex matter.
TL;DR: This work demonstrates discontinuous force thinning due to the driven motion of an external probe in a host medium in an ideal structureless medium and a dilute bath of interacting repulsive particles.
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Statistical Mechanics of an Elastically Pinned Membrane: Equilibrium Dynamics and Power Spectrum
Josip Augustin Janes,Daniel Schmidt,Daniel Schmidt,Robert Blackwell,Udo Seifert,Ana-Sunčana Smith +5 more
TL;DR: In this article, the authors calculate the equilibrium power spectral density for an overdamped membrane pinned by an elastic, permanently attached spring subject to thermal excitations by considering the effects of the finite experimental resolution on the measured spectra, and extract the elasticity of the pinning from the experimentally measured spectrum.