Research Interests


Recent Publications
Complete list of publications on Google Scholar

  • Numerical investigation of the equilibrium Kauzmann transition in a two-dimensional atomistic glass
    G. Jung, M. Ozawa, G. Biroli, L. Berthier, submitted (2025)

  • Kinetic theory of decentralized learning for smart active matter
    G. Jung, M. Ozawa, E. Bertin, Phys. Rev. Lett. 134, 248302 (2025), Editors' Suggestion
    • https://link.aps.org/doi/10.1103/5m44-kwhv

  • Inhomogeneous diffusion in confined colloidal suspensions
    G. Jung, A. Villada-Balbuena, T. Franosch, Soft Matter 21, 4010 (2025)
    • https://pubs.rsc.org/en/content/articlehtml/2025/sm/d5sm00120j

  • Roadmap on machine learning glassy dynamics
    G. Jung, R. M. Alkemade, V. Bapst, D. Coslovich, L. Filion, F. P. Landes, A. Liu, F. S. Pezzicoli, H. Shiba, G. Volpe, F. Zamponi, L. Berthier, G. Biroli, Nature Review Physics (2025)
    • https://rdcu.be/d5qPx

  • Normalizing flows as an enhanced sampling method for atomistic supercooled liquids
    G. Jung, G. Biroli, L. Berthier, Mach. Learn.: Sci. Technol. 5 035053 (2024)
    • https://iopscience.iop.org/article/10.1088/2632-2153/ad6ca0

    Isn't it a noble and enlightened way of spending our brief time in the sun to work at understanding the universe and how we have come to wake up in it?

    Richard Dawkins (also in "The Greatest Show on Earth", Nightwish)