Junxiong Jia

According to our database, Junxiong Jia authored at least 20 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Stochastic gradient descent based variational inference for infinite-dimensional inverse problems.

Jiaming Sui, Junxiong Jia, Jinglai Li

CoRR, June, 2025

Sequential Monte Carlo with Gaussian Mixture Approximation for Infinite-Dimensional Statistical Inverse Problems.

Haoyu Lu, Junxiong Jia, Deyu Meng

CoRR, March, 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

Seismic data reconstruction via an adaptive feature fusion network.

Yuting Mu, Changpeng Wang, Xin Geng, Chunxia Zhang, Jiangshe Zhang, Junxiong Jia

Eng. Appl. Artif. Intell., 2025

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

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

Functional normalizing flow for statistical inverse problems of partial differential equations.

Yang Zhao, Haoyu Lu, Junxiong Jia, Tao Zhou

CoRR, 2024

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

2023

Non-centered parametric variational Bayes' approach for hierarchical inverse problems of partial differential equations.

Jiaming Sui, Junxiong Jia

Math. Comput., 2023

Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations.

Junxiong Jia, Yanni Wu, Peijun Li, Deyu Meng

J. Mach. Learn. Res., 2023

2022

Stein Variational Gradient Descent on Infinite-Dimensional Space and Applications to Statistical Inverse Problems.

Junxiong Jia, Peijun Li, Deyu Meng

SIAM J. Numer. Anal., August, 2022

2021

Variational Bayes' Method for Functions with Applications to Some Inverse Problems.

Junxiong Jia, Qian Zhao, Zongben Xu, Deyu Meng, Yee Leung

SIAM J. Sci. Comput., 2021

Landslide Susceptibility Modeling Using Bagging-Based Positive-Unlabeled Learning.

Bangyu Wu, Weirong Qiu, Junxiong Jia, Naihao Liu

IEEE Geosci. Remote. Sens. Lett., 2021

Stein variational gradient descent on infinite-dimensional space and applications to statistical inverse problems.

Junxiong Jia, Deyu Meng

CoRR, 2021

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

Variational Bayes' method for functions with applications to some inverse problems.

Junxiong Jia, Qian Zhao, Zongben Xu, Deyu Meng

CoRR, 2019

2018

A Carleman estimate of some anisotropic space-fractional diffusion equations.

Junxiong Jia, Bangyu Wu

Appl. Math. Lett., 2018

2016

Maximum principles for a time-space fractional diffusion equation.

Junxiong Jia, Kexue Li

Appl. Math. Lett., 2016

2015

On Isentropic Approximations for Compressible Euler Equations.

Junxiong Jia, Ronghua Pan

J. Sci. Comput., 2015

2011

Existence and uniqueness of mild solutions for abstract delay fractional differential equations.

Kexue Li, Junxiong Jia

Comput. Math. Appl., 2011