Giulio Biroli
Scholar

Giulio Biroli

Google Scholar ID: BadZJUsAAAAJ
Professor of Theoretical Physics, ENS Paris
Statistical PhysicsCondensed MatterComplex Systems
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Citations & Impact
All-time
Citations
10,625
 
H-index
51
 
i10-index
169
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
10 items
Topological Exploration of High-Dimensional Empirical Risk Landscapes: general approach, and applications to phase retrieval
2026
Cited
0
Theory of Speciation Transitions in Diffusion Models with General Class Structure
2026
Cited
0
High-Dimensional Analysis of Gradient Flow for Extensive-Width Quadratic Neural Networks
2026
Cited
1
Riemannian Stochastic Interpolants for Amorphous Particle Systems
2025
Cited
0
Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training
2025
Cited
0
A Differentiable Rank-Based Objective For Better Feature Learning
2025
Cited
0
Understanding Classifier-Free Guidance: High-Dimensional Theory and Non-Linear Generalizations
2025
Cited
0
Optimizing Noise Schedules of Generative Models in High Dimensionss
2025
Cited
0
Resume (English only)
Background
  • Full Professor of Theoretical Physics
  • Interested in a disparate set of topics in theoretical physics and its interdisciplinary applications
  • Central research field is statistical physics of classical and quantum systems, especially disordered systems
  • Currently working on interdisciplinary applications in Machine Learning and Theoretical Ecology
  • Common themes across research areas include dynamics in high-dimensional spaces, connections with modern probability theory, and glassy behaviors
Co-authors
0 total
Co-authors: 0 (list not available)