Parameter Identification for Partial Differential Equations with Spatiotemporal Varying Coefficients. - Guangtao Zhang; Yiting Duan; Guanyu Pan; Qijing Chen; Huiyu Yang; Zhikun Zhang (CoRR, 2023)

TGM-Nets: A deep learning framework for enhanced forecasting of tumor growth by integrating imaging and modeling. - Qijing Chen; Qi Ye; Weiqi Zhang; He Li; Xiaoning Zheng (Eng. Appl. Artif. Intell., 2023)

A deep neural network for operator learning enhanced by attention and gating mechanisms for long-time forecasting of tumor growth. - Qijing Chen; He Li; Xiaoning Zheng (Eng. Comput., 2025)

Data-driven discovery of state-changes in underlying system from hidden change-points in partial differential equations with spatiotemporal varying coefficients. - Guangtao Zhang; Yiting Duan; Guanyu Pan; Qijing Chen; Huiyu Yang; Zhikun Zhang (J. Comput. Appl. Math., 2026)