@article{CheNitZha26LSI,
author = {Chewi, Sinho and Nitanda, Atsushi and Zhang, Matthew S.},
      title={Uniform-in-{$N$} log-{S}obolev inequality for the mean-field {L}angevin dynamics with convex energy}, 
journal = {SIAM Journal on Mathematical Analysis},
volume = {58},
number = {4},
pages = {3652--3668},
year = {2026},
}