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

Publications

16 items

First Learn, Then Memorize: The Spectral Bias of Diffusion Models

2026

Cited

0

Weighting Schedules Govern What and When Score-Based Generative Models Learn from Multimodal Data

2026

Cited

0

Double Descent and Malign Overfitting in Diffusion Models

2026

Cited

0

Overcoming critical slowing down in frustrated spin systems by learned multiscale sampling

2026

Cited

0

WaiT for the Signal: Simple Frequency-Aware Flow-Matching

2026

Cited

0

The critical slowing down in diffusion models

2026

Cited

0

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

Resume

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