Spectral regularization methods for solving a sideways parabolic equation within the framework of regularization theory. - Xiang-Tuan Xiong; Chu-Li Fu; Jin Cheng 003 (Math. Comput. Simul., 2009)

Preface to the special issue on inverse problems. - Jin Cheng 003; Benny Y. C. Hon; Masahiro Yamamoto (Adv. Comput. Math., 2010)

The index function and Tikhonov regularization for ill-posed problems. - Jin Cheng 003; Bernd Hofmann 001; Shuai Lu (J. Comput. Appl. Math., 2014)

Regularization Methods for Ill-Posed Problems. - Jin Cheng 003; Bernd Hofmann 001 (Handbook of Mathematical Methods in Imaging, 2015)

Weak-norm posterior contraction rate of the 4DVAR method for linear severely ill-posed problems. - Litao Ding; Shuai Lu; Jin Cheng 003 (J. Complex., 2018)

An inverse source problem for parabolic equations with local measurements. - Jin Cheng 003; Jijun Liu (Appl. Math. Lett., 2020)

Multi-chain Fudan-CCDC model for COVID-19 - a revisit to Singapore's case. - Hanshuang Pan; Nian Shao; Yue Yan; Xinyue Luo; Shufen Wang; Ling Ye; Jin Cheng 003; Wenbin Chen 006 (Quant. Biol., 2020)

The Efficient Norm Regularization Method Applying on the ISAR Image With Sparse Data. - Yu Ying Dou; Yu Mao Wu; Han Qi Jin; Ya-Qiu Jin; Jun Hu 019; Jin Cheng 003 (IEEE Trans. Geosci. Remote. Sens., 2022)

Sparse Reconstruction of 3-D Regional Ionospheric Tomography Using Data From a Network of GNSS Reference Stations. - Yun Sui; Haiyang Fu; Denghui Wang; Feng Xu 001; Shaojun Feng; Jin Cheng 003; Ya-Qiu Jin (IEEE Trans. Geosci. Remote. Sens., 2022)

Harmonic Measures and Numerical Computation of Cauchy Problems for Laplace Equations. - Yu Chen; Jin Cheng 003; Shuai Lu; Masahiro Yamamoto (CoRR, 2023)

Multilayer Ionospheric Model Constrained by Physical Prior Based on GNSS Stations. - Yun Sui; Haiyang Fu; Denghui Wang; Feng Xu 001; Nan Zhi; Shaojun Feng; Jin Cheng 003; Ya-Qiu Jin (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Precision-preserving Compression of Scientific Data: Learn Mechanism from Data. - Xinyue Luo; Jin Cheng 003; Zhaoyi Sun; Yu Chen (DCC, 2024)

MeLLoC: Lossless Compression with High-order Mechanism Learning. - Xinyue Luo; Jin Cheng 003; Yu Chen (NeurIPS, 2024)

A mechanism-based method for image inpainting. - Xinyue Luo; Yu Chen; Jin Cheng 003; Zhaoyi Sun (Appl. Math. Lett., 2024)

Quantitative analysis of molecular transport in the extracellular space using physics-informed neural network. - Jiayi Xie; Hongfeng Li; Shaoyi Su; Jin Cheng 003; Qingrui Cai; Hanbo Tan; Lingyun Zu; Xiaobo Qu 001; Hongbin Han (Comput. Biol. Medicine, 2024)

Learning based numerical methods for Helmholtz equation with high frequency. - Yu Chen; Jin Cheng 003; Tingyue Li; Yun Miao (CoRR, 2024)

Quantitative Analysis of Molecular Transport in the Extracellular Space Using Physics-Informed Neural Network. - Jiayi Xie; Hongfeng Li; Jin Cheng 003; Qingrui Cai; Hanbo Tan; Lingyun Zu; Xiaobo Qu 001; Hongbin Han (CoRR, 2024)