most citedRevealing the molecular structures of a-Al2O3(0001)-water interface by machine learning based computational vibrational spectroscopy

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math.OC2025

A Stochastic Gradient Descent Method for Globally Minimizing Nearly Convex Functions

Chenglong Bao, Liang Chen, Weizhi Shao

This paper proposes a stochastic gradient descent method with an adaptive Gaussian noise term for the global minimization of nearly convex functions, which are nonconvex and posses…