2 papers
math.NA2026
An alternating learning-based collocation method for solving inverse elliptic problems
Zhizhong Kong, Jerry Zhijian Yang, Cheng Yuan
We propose the Alternating Learning-Based Collocation (ALBC) method for solving inverse elliptic problems. Our approach employs sinusoidal shallow networks as adaptive basis genera…
cond-mat.quant-gas2025
Toward fast, accurate and robust AI prediction of ground states in rotating BEC
Zhizhong Kong, Jerry Zhijian Yang, Cheng Yuan +1
We propose an unsupervised deep learning approach for computing the ground state (GS) of rotating Bose-Einstein condensation. To minimize the energy under a mass constraint, our ap…