Scalable Thermodynamic Second-order Optimization. - Kaelan Donatella; Samuel Duffield; Denis Melanson; Maxwell Aifer; Phoebe Klett; Rajath Salegame; Zach Belateche; Gavin E. Crooks; Antonio J. Martinez; Patrick J. Coles (CoRR, 2025)