Matthew Rosenzweig
  • Home
  • Research
  • Publications
  • Blog
  • Teaching
  • About
Matthew Rosenzweig

Gregg Zeitlin Assistant Professor of Mathematical Sciences
Carnegie Mellon University

Read the research blog View publications

Portrait of Matthew Rosenzweig

Research

I work at the intersection of mathematical physics, nonlinear partial differential equations, and probability. My research focuses on effective dynamics and structure in large many-body systems, including Coulomb and Riesz gases, with more recent connections to statistics and machine learning.

Research program →

Research Blog

Here I write about recent results, ongoing projects, interesting mathematical observations, and broader questions arising from my work. The goal is to communicate ideas sooner than formal publication allows and make my current interests visible to researchers working on related problems. I hope it also creates opportunities for conversation and collaboration. If a blog post overlaps with your interests, I would be glad to hear from you.

Why this blog exists →

News

Student recognition. My Ph.D. student Kyunghoo Mun has been awarded a Simons Dissertation Fellowship in Mathematics. Congratulations, Kyunghoo!

Fall 2026. I am teaching Functional Inequalities: From Analysis to Probability, an undergraduate topics course supported by NSF grant DMS-2441170. Course information →

Selected recent preprints

  1. Fixed-particle-number optimizers for the Lieb–Oxford inequality (2026).
  2. With D. Slepčev and L. Wang, Wasserstein gradient flows of maximum mean discrepancy with energy kernels (2026).
  3. With A. Chodron de Courcel, Wasserstein gradient flows for Coulomb discrepancies (2026).
  4. With K. Mun, Phase transitions for the noisy transformer model in arbitrary dimension (2026).
  5. With K. Mun, Phase transitions in Doi–Onsager, Noisy Transformer, and other multimodal models (2026).

Complete publication list →

Latest blog posts

Fixed-Particle-Number Optimizers for the Lieb–Oxford Inequality

Research announcement

Existence, compact support, and strict particle-number monotonicity for optimizers of the Riesz Lieb–Oxford inequality.

August 18, 2026

Uniform logarithmic Sobolev inequalities for the 2D Coulomb gas at the diffusive temperature scale, Part I

Research exposition

A perturbative proof of a particle-number-uniform logarithmic Sobolev inequality and the analytic obstruction beyond its range.

August 11, 2026

Wasserstein gradient flows for energy-kernel discrepancies

Research announcement

Continuum and particle dynamics for energy-kernel MMDs, including a two-timescale transport-and-relaxation mechanism.

August 6, 2026

Wasserstein gradient flows for Coulomb discrepancies

Research announcement

Version 2 adds a global metric PL inequality near the uniform target and a rigidity theorem for Lagrangian critical points.

August 3, 2026

Why a Research Blog?

About this site

A place to share mathematical results, observations, and open directions.

July 27, 2026
No matching items
Back to top

© 2026 Matthew Rosenzweig

 
  • CMU Mathematical Sciences