Force balance in thermal quantum many-body systems from Noether’s theorem doi.org/10.1088/1751-8… via IOPscience

I'm happy to share our perspective on limitations of dynamical density functional theory and on machine learning, recently published in Journal of Physics: Condensed Matter. doi.org/10.1088/1361-6…

Watch below⬇️to find out more about the recent #OpenAccess perspective article 'Perspective: How to overcome dynamical density functional theory' in #JPCM! 📎: iopscience.iop.org/article/10.108…. IOPmaterials IOP Publishing Universität Bayreuth Authors: Sophie Hermann Daniel de las Heras

I'm proud that our work got published in Physical Review Letters. Based on Noether's theorem we've determined new correlation functions and exact sum rules that gain insights into equilibrium liquids. doi.org/10.1103/PhysRe…

📢Watch this video created by the authors of 'Local measures of fluctuations in inhomogeneous liquids: statistical mechanics and illustrative applications', an #OpenAccess article recently published in JPCM! Read the full article here 📎: iopscience.iop.org/article/10.108…

I feel so honoured to have been awared with the "Preis der Stadt Bayreuth" (Prize of the City of Bayreuth) for my PhD thesis Universität Bayreuth on "Forces and symmetries in the statistical mechanics of active and thermal many-body systems". (Foto: Peter Kolb) ubtaktuell.uni-bayreuth.de/2023-president…

AI method for describing #softMatter opens up new chapter in #density functional theory Universität Bayreuth PNASNews arXiv.org doi.org/gs8tzk phys.org/news/2023-12-a…

IntCha in non-equilibrium physics: from soft to active and biological matter! Physicists, biologists, chemists and all: find the great list of speakers on our website: pks.mpg.de/intcha24 and submit a poster! Young researchers especially welcome! 22-26/04 in Dresden@MPIPKS!

Active crystallization from power functional theory, Sophie Hermann and Matthias Schmidt #CollectiveDynamics #ActiveMatter go.aps.org/3SVL5Hs

We have extended our theory describing motility-induced phase separation to include the active crystal phase. The theory gives a reasonable phase diagram with the swim speed acting as a state variable. Just published as a letter in Physical Review E doi.org/10.1103/PhysRe…

(Hyper) Forces are not only an ubiquitous power in #StarWars, but also useful observables #physics. We recently introduced hyperforces in soft matter, published in Communications Physics. Read the story behind the paper in my blogpost: communities.springernature.com/posts/may-the-…

Apparently that happened to me as well... 😊

After amazing talks on bacteria, water, Noether sum rules and FDT from Giulia Lorenzana Asja Jelic Aurore Picot, Daniel Amor, Sophie Hermann and Dario Lucente... now we hike!!! #intcha24

We are delighted to be featuring Prof. Matthias Schmidt's research on 'Why neural functionals suit statistical mechanics', which was recently published in JPCM! Read the article here: iopscience.iop.org/article/10.108… and follow the online tutorial here: github.com/sfalmo/NeuralD…

A new scheme utilizing machine learning allows for the investigation of complex observables in spatially inhomogeneous many-body systems in a way not possible with conventional density functional theory go.aps.org/4e1jkGA

Great new work by Sophie Hermann Matthias Schmidt et al Universität Bayreuth - 'Neural force functional for non-equilibrium many-body #colloidalsystems' - iopscience.iop.org/article/10.108… #machinelearning #softmatter #AI #statphys #DFT #Brownian #activematter #biophysics #neuralnetworks #dynamics #AI

I'm so proud that our recent article on Hyper-density functional theory in soft matter was selected as an Editors' suggestion in Physical Review Letters journals.aps.org/prl/abstract/1…

Lots of thanks for showcasing our work!

Thanks for highlighting and featuring our work!

Did you know about the Gauge Symmetry in Statistical Mechanics? Find out more in our recent article, published today in Physical Review Letters doi.org/10.1103/PhysRe… (I'm so happy our work has been highlighted as Editors' Suggestion and Featured in Physics!)