[1] M.M. Zhang, J.J. Liu*. Identification of a time-dependent source term in a distributed-order time-fractional equation from a nonlocal integral observation. Computers and Mathematics with Applications, 2019, 78(10), 3375-3389.

[2] M.M. Zhang, J.J. Liu*. Recovery of non-smooth radiative coefficient from nonlocal observation by diffusion system. Journal of Inverse and Ill-Posed Problems, 2020, 28(3), 389-410.

[3] M.M. Zhang, J.J. Liu*. On the simultaneous reconstruction of Robin coefficient and space-dependent source term in a time-fractional diffusion equation. Inverse Problems, 2021, 37(7), 075008.

[4] Q. Wang, K. Liu, M.M. Zhang. Numerical studies on the performance of the circular FRP-CFST stub column under axial compression. Journal of Reinforced Plastics and Composites, 2022, 41(9-10), 383-398.

[5] M.M. Zhang, Q.X. Li*, J.J. Liu*. On stability and regularization for data-driven solution of parabolic inverse source problems. Journal of Computational Physics, 2023, 474, 11176.

[6] M.M. Zhang*, Z.D.Zhang,. Solving the inverse potential problem in the parabolic equation by the deep neural networks method. CSIAM Transactions on Applied Mathematics, 2024, 5(4), 852-883.

[7] Xing Cheng, Zhiyuan Li*, Mengmeng Zhang, and Xuezhao Zhang.. On the convergence of PINNs for inverse source problem in the complex Ginzburg-Landau equation. Inverse Problem, 2025, 41, 125003.

[8] Cunlong Sun, Mengmeng Zhang*, Zhidong Zhang. Data-Driven Method for Identifying the Dynamic Source in a Coupled Diffusion System from One Single Boundary Measurement. CSIAM Transactions on Applied Mathematics, 2026, to appear, .

[9] Mengmeng Zhang^1,2,3;Qianxiao Li⁴;CA1;Jijun Liu^2,3;CA2. On stability and regularization for data-driven solution of parabolic inverse source problems. Journal of Computational Physics, 2023, 474 , 111769.

[10] Zhang, Mengmeng^1,2,3;Li, Qianxiao⁴;Liu, Jijun^2,3;. On stability and regularization for data-driven solution of parabolic inverse source problems. JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 474 , .