Existence and uniqueness of mild solutions for abstract delay fractional differential equations. - Kexue Li; Junxiong Jia (Comput. Math. Appl., 2011)

On Isentropic Approximations for Compressible Euler Equations. - Junxiong Jia; Ronghua Pan (J. Sci. Comput., 2015)

Maximum principles for a time-space fractional diffusion equation. - Junxiong Jia; Kexue Li (Appl. Math. Lett., 2016)

A Carleman estimate of some anisotropic space-fractional diffusion equations. - Junxiong Jia; Bangyu Wu (Appl. Math. Lett., 2018)

Variational Bayes' method for functions with applications to some inverse problems. - Junxiong Jia; Qian Zhao 002; Zongben Xu; Deyu Meng (CoRR, 2019)

Iterative thresholding algorithm based on non-convex method for modified lp-norm regularization minimization. - Angang Cui; Jigen Peng; Haiyang Li; Meng Wen; Junxiong Jia (J. Comput. Appl. Math., 2019)

Stein variational gradient descent on infinite-dimensional space and applications to statistical inverse problems. - Junxiong Jia; Deyu Meng (CoRR, 2021)

Landslide Susceptibility Modeling Using Bagging-Based Positive-Unlabeled Learning. - Bangyu Wu; Weirong Qiu; Junxiong Jia; Naihao Liu (IEEE Geosci. Remote. Sens. Lett., 2021)

Variational Bayes' Method for Functions with Applications to Some Inverse Problems. - Junxiong Jia; Qian Zhao 002; Zongben Xu; Deyu Meng; Yee Leung (SIAM J. Sci. Comput., 2021)

Stein Variational Gradient Descent on Infinite-Dimensional Space and Applications to Statistical Inverse Problems. - Junxiong Jia; Peijun Li; Deyu Meng (SIAM J. Numer. Anal., 2022)

Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations. - Junxiong Jia; Yanni Wu; Peijun Li; Deyu Meng (J. Mach. Learn. Res., 2023)

Non-centered parametric variational Bayes' approach for hierarchical inverse problems of partial differential equations. - Jiaming Sui; Junxiong Jia (Math. Comput., 2023)

Simultaneous uniqueness for the diffusion coefficient and initial value identification in a time-fractional diffusion equation. - Xiaohua Jing; Junxiong Jia; Xueli Song (Appl. Math. Lett., 2024)

Functional normalizing flow for statistical inverse problems of partial differential equations. - Yang Zhao; Haoyu Lu; Junxiong Jia; Tao Zhou (CoRR, 2024)

PINN-Based Seismic Wavefield Simulation With Learnable Multiscale Fourier Feature Mapping and Adaptive Activation Function. - Jialin Wu; Bangyu Wu; Xintao Chai; Junxiong Jia (IEEE Geosci. Remote. Sens. Lett., 2024)

Simultaneous uniqueness identification of the fractional order and diffusion coefficient in a time-fractional diffusion equation. - Xiaohua Jing; Junxiong Jia; Xueli Song (Appl. Math. Lett., 2025)

Seismic data reconstruction via an adaptive feature fusion network. - Yuting Mu; Changpeng Wang; Xin Geng; Chunxia Zhang 002; Jiangshe Zhang 001; Junxiong Jia (Eng. Appl. Artif. Intell., 2025)

LightUNetFault3D: A Lightweight U-Net for 3-D Seismic Fault Detection. - Yide Yang; Bo Li; Bangyu Wu; Junxiong Jia (IEEE Geosci. Remote. Sens. Lett., 2025)

Sequential Monte Carlo with Gaussian Mixture Approximation for Infinite-Dimensional Statistical Inverse Problems. - Haoyu Lu; Junxiong Jia; Deyu Meng (CoRR, 2025)

Stochastic gradient descent based variational inference for infinite-dimensional inverse problems. - Jiaming Sui; Junxiong Jia; Jinglai Li (CoRR, 2025)