Research & PapersDeep dive
StepSize Heuristics Sabotage Convergence in SGD and PDE Solvers
TL;DR: Ignoring the sharp convergence rates proved for porous‑medium dynamics, stochastic Volterra equations, and random‑reshuffling SGD forces developers to pick unsafe step sizes
October 15, 2026Read article