Lectures on Phase Transitions and the Renormalization Group

• Partition Coefficients Reveal Changes in Properties of Low-Contrast Biomolecular Condensates

  2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology RNA Research and Splicing Open access

  1

  citations
• Ergodicity Breaking and Scaling Relations for Finite-Time First-Order Phase Transition

  2025 Physical Review Letters article Physics and Astronomy Advanced Thermodynamics and Statistical Mechanics Open access

  5

  citations
• Linking network- and neuron-level correlations by renormalized field theory

  2024 Physical Review Research article Neuroscience Neural dynamics and brain function Open access

  8

  citations
• Noise-Aware Variational Eigensolvers: A Dissipative Route for Lattice Gauge Theories

  2024 PRX Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

  5

  citations
• Learning Interacting Theories from Data

  2023 Physical Review X article Computer Science Neural Networks and Applications Open access

  7

  citations
• Statistical temporal pattern extraction by neuronal architecture

  2023 Physical Review Research article Computer Science Neural Networks and Applications Open access

  1

  citations
• NNMT: Mean-Field Based Analysis Tools for Neuronal Network Models

  2022 Frontiers in Neuroinformatics article Neuroscience Neural dynamics and brain function Open access

  12

  citations
• Global organization of neuronal activity only requires unstructured local connectivity

  2021 eLife article Neuroscience Neural dynamics and brain function Open access

  30

  citations
• Large-Deviation Approach to Random Recurrent Neuronal Networks: Parameter Inference and Fluctuation-Induced Transitions

  2021 Physical Review Letters article Neuroscience Neural dynamics and brain function Open access

  18

  citations
• The Brain—as Critical as Possible

  2021 Physics article Psychology Philosophy and Theoretical Science

  3

  citations
• Global hierarchy vs local structure: Spurious self-feedback in scale-free networks

  2021 RWTH Publications (RWTH Aachen) article Physics and Astronomy Complex Network Analysis Techniques Open access

  1

  citations
• Statistical Physics for Medical Diagnostics: Learning, Inference, and Optimization Algorithms

  2020 Diagnostics article Health Professions Artificial Intelligence in Healthcare Open access

  6

  citations
• Global organization of neuronal activity only requires unstructured local connectivity

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

  4

  citations
• Disease evolution in reaction networks: Implications for a diagnostic problem

  2020 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access

  2

  citations
• Conditions for wave trains in spiking neural networks

  2020 Physical Review Research article Neuroscience Neural dynamics and brain function Open access

  26

  citations
• Self-consistent formulations for stochastic nonlinear neuronal dynamics

  2020 Physical review. E article Physics and Astronomy stochastic dynamics and bifurcation Open access

  15

  citations

16 results