Publications

2025

  1. word.png
    Discovering emergent connections in quantum physics research via dynamic word embeddings
    Felix Frohnert, Xuemei Gu, Mario Krenn, and 1 more author
    Machine Learning: Science and Technology, Feb 2025
    DOI
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    Learning Density Functionals from Noisy Quantum Data
    Emiel Koridon, Felix Frohnert, Eric Prehn, and 3 more authors
    Machine Learning: Science and Technology, Feb 2025
    DOI
  3. poleLearning.png
    Learning Pole Structures of Hadronic States using Predictive Uncertainty Estimation
    Felix Frohnert, Denny Lane B. Sombillo, Evert Nieuwenburg, and 1 more author
    Feb 2025
  4. latentIMG.png
    Learning Minimal Representations of Fermionic Ground States
    Felix Frohnert, Emiel Koridon, and Stefano Polla
    Feb 2025

2024

  1. learningEnt.png
    Explainable representation learning of small quantum states
    Felix Frohnert, and Evert Nieuwenburg
    Machine Learning: Science and Technology, Jan 2024
    DOI
  2. path.png
    Information flow in parameterized quantum circuits
    Abhinav Anand, Lasse Bjørn Kristensen, Felix Frohnert, and 2 more authors
    Quantum Science and Technology, May 2024
    DOI