MULTILEVEL FINE-TUNING: CLOSING GENERALIZATION GAPS IN APPROXIMATION OF SOLUTION MAPS UNDER A LIMITED BUDGET FOR TRAINING DATA

Li, ZH; Fan, YW; Ying, LX

Li, ZH (corresponding author), Peking Univ, Sch Math Sci, Beijing 100871, Peoples R China.

MULTISCALE MODELING & SIMULATION, 2021; 19 (1): 344

Abstract

In scientific machine learning, regression networks have been recently applied to approximate solution maps (e.g., the potential-ground state map of t......

Full Text Link