A Predictor Corrector Convex Splitting Method for Stefan Problems Based on Extreme Learning Machines. - Siyuan Lang; Zhiyue Zhang (CoRR, 2026)

A Perturbation-Correction Method Based on Local Randomized Neural Networks for Quasi-Linear Interface Problems. - Siyuan Lang; Zhiyue Zhang (CoRR, 2026)

A Hybrid Predictor-Corrector Decoupled Method Based on Operator Learning for Solving Interface Problems. - Chen Fan; Siyuan Lang; Muhammad Toseef; Zhiyue Zhang (J. Nonlinear Sci., 2026)

PCELM: Perturbation-Correction Extreme Learning Machine for the Stefan problem. - Wenjie Liu; Siyuan Lang; Zhiyue Zhang (CoRR, 2026)