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

2024

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    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