Publications

This is a complete list of my articles in peer-reviewed journals, invited talks I have given, etc. A full list of my preprints can always be found on the arXiv. My Google Scholar profile is here.

Articles in peer-reviewed journals

  1. Thermodynamic efficiency of learning a rule in neural networks
    S. Goldt and U. Seifert
    New Journal of Physics 19 113001 (2017)
    AbstractDownloadarXiv:1706.09713

    Have a look at our Video Abstract!

  2. Stochastic Thermodynamics of Learning
    S. Goldt and U. Seifert
    Phys. Rev. Lett. 118 010601 (2017)
    AbstractDownloadarXiv:1611.09428

    See also the news coverage by Phys.org and ScienceAlert!

  3. Stochastic Thermodynamics of Resetting (Editor’s choice and Top 2016 article)
    J. Fuchs*, S. Goldt* and U. Seifert
    Europhys. Lett. 113 (6) 60009 (2016)
    Abstract – Download – arXiv:1603.01141
    * These authors contributed equally to this work.

  4. Role of the potential landscape on the single-file diffusion through channels
    S. Goldt and E. Terentjev
    The Journal of Chemical Physics 141, 224901 (2014)
    AbstractDownloadarXiv:1409.4315

  5. Zinc Finger proteins and the 3D Organisation of Chromosomes
    C.J. Feinauer, A. Hofmann, G. Mate, L. Liu, S. Goldt, D.W. Heermann
    Adv. Protein Chem. Struct. Biol. 90, 67-117 (2013)
    Abstract

 

Invited talks

  1. Stochastic thermodynamics of Learning
    Jacobs-University Bremen, 2018
    Conference: “Biological Aging from the Perspective of Physics

  2. Stochastic thermodynamics: from colloidal particles to neural networks
    University of Bremen, 2017
    Graduate seminar “Structure and Dynamics of Decision Making