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Publications
2021
  • Dynamical large deviations of two-dimensional kinetically constrained models using a neural-network state ansatz
    Corneel Casert, Tom Vieijra, Stephen Whitelam, Isaac Tamblyn
  • Robust Prediction of Force Chains in Jammed Solids using Graph Neural Networks
    Rituparno Mandal, Corneel Casert, Peter Sollich
  • Many-Body Quantum States with Exact Conservation of Non-Abelian and Lattice Symmetries through Variational Monte Carlo
    Tom Vieijra, Jannes Nys
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Ph.D. Theses
Academic Year 2020 - 2021
  • Kevin Hoefman
    Live Agent-Based Models
    Supervisor: Prof. J. Ryckebusch , Prof. Koen Schoors
    Public PhD defense on Thursday 31st December 2020
Academic Year 2019 - 2020
  • Andres Belaza
    Statistical physics of social-economic systems in real and virtual worlds
    Public PhD defense on Monday 20th January 2020
    Supervisor: Prof. J. Ryckebusch , Prof. Koen Schoors
    Public PhD defense on Tuesday 31st December 2019
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Master Theses
Academic Year 2020 - 2021
  • Aaron Gemmel
    Autoregressive neural networks for simulations in classical statistical physics
    Supervisors: T. Vieijra , C. Casert , J. Nys , Prof. J. Ryckebusch
    • PDF thesis in pdf format
  • Bjorn Verstraeten
    Monte Carlo study of neutrino scattering off atomic nuclei
    Supervisors: K. Niewczas , A. Nikolakopoulos , Prof. N. Jachowicz
  • Jef Moerman
    Log-periodieke machtswetten in impulsspectra van hadronische fragmenten bij kern-kernbotsingen: een diagnose
    Supervisors: C. Casert , Prof. J. Ryckebusch
  • Lars Moreels
    Discrete schaalinvariantie en haar generatieve mechanismen
    Supervisors: C. Casert , Prof. J. Ryckebusch
    • PDF thesis in pdf format
  • Nico Fransaert
    Neural network quantum states
    Supervisors: T. Vieijra , J. Nys , Prof. J. Ryckebusch
    • PDF thesis in pdf format
  • Nina botte
    Opinion dynamics on social networks with stubborn actors
    Supervisor: Prof. J. Ryckebusch , Prof. Luis E.C. Rocha
    • PDF thesis in pdf format
  • Yannick Stulens
    Large deviation theory and machine learning for many-body processes
    Supervisors: T. Vieijra , C. Casert , Prof. J. Ryckebusch
    • PDF thesis in pdf format
  • Yarrik Vanwalleghem
    Machine learning for the study of many-body spin systems
    Supervisors: T. Vieijra , C. Casert , J. Nys , Prof. J. Ryckebusch
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