2 citations · 2 across the 3 of their papers we have counts for
3 papers
math.AP2026
Phase transitions for the noisy transformer model in arbitrary dimension
Kyunghoo Mun, Matthew Rosenzweig
We study the McKean--Vlasov free energy on the unit sphere associated with the unnormalized self-attention (USA) model for noisy transformer dynamics. We prove a sharp global-minim…
math.AP2026
Phase transitions in Doi-Onsager, Noisy Transformer, and other multimodal models
Kyunghoo Mun, Matthew Rosenzweig
We study phase transitions for repulsive-attractive mean-field free energies on the circle. For a -periodic interaction whose Fourier coefficients satisfy a certain…
math.AP2022★ 2 cited
On the wave turbulence theory for a stochastic KdV type equation -- Generalization for the inhomogeneous kinetic limit
Amirali Hannani, Matthew Rosenzweig, Gigliola Staffilani +1
Starting from a stochastic Zakharov-Kuznetsov (ZK) equation on a lattice, the previous work [ST21] by the last two authors gave a derivation of the homogeneous 3-wave kinetic equat…