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贾骏雄  
研究领域(方向)
统计与计算反问题,机器学习,大规模反问题的理论与计算
个人及工作简历

1.2023.01-至今,太阳成集团tyc234cc,数学与统计学院,教授

2.2017.07-2022.12,太阳成集团tyc234cc,数学与统计学院,副教授

3.2015.05-2017.07,太阳成集团tyc234cc,数学与统计学院,讲师

4.2009.09-2015.04,太阳成集团tyc234cc,数学与统计学院,博士生,导师:彭济根教授

科研项目

1.2023.01-2026.12,国家自然科学基金,融合算子与小样本学习的无限维贝叶斯反演方法研究,负责人

2.2019.01-2022.12,国家自然科学基金,基于贝叶斯误差学习的地震勘探全波形反演理论及其应用,负责人

3.2016.01-2018.12,国家自然科学基金,多孔介质Navier-Stokes方程组的适定性与解的衰减性研究,负责人

学术及科研成果、专利、论文

代表论文

1.         Junxiong Jia, Yanni Wu, Peijun Li, Deyu Meng, Variational inverting network for statistical inverse problems of partial differential equations, Journal of Machine Learning Research, 24, 1--60, 2023.

2.         Haiqi Zhao, Jinghuai Gao, Junxiong Jia, A general method for extracting the amplitude spectrum of the seismic wavelet from the seismic traces, Inverse Problems, 39(6), 065015, 2023.

3.         Junxiong Jia, Peijun Li, Deyu Meng, Stein variational gradient descent on infinite-dimensional space and applications to statistical inverse problems, SIAM Journal on Numerical Analysis, 60(4), 2225-2252, 2022.

4.         Junxiong Jia, Qian Zhao, Zongben Xu, Deyu Meng, Yee Leung, Variational Bayes' approach for functions and applications to some inverse problems, SIAM Journal on Scientific Computing, 43(1), A355-A383, 2021.

5.         Junxiong Jia, Jigen Peng, Jinghuai Gao, Posterior contraction for empirical Bayesian approach to inverse problems under non-diagonal assumption,  Inverse Problems & Imaging,15(2), 201-228, 2021.

6.         Junxiong Jia, Bangyu Wu, Jigen Peng, Jinghuai Gao, Recursive linearization method for inverse medium scattering problems with complex mixture Gaussian error learning,  Inverse Problems, 35(7), 075003, 2019.

7.         Yuanxiang Zhang, Junxiong Jia, Liang Yan, Bayesian approach to a nonlinear inverse problem for time-space fractional diffusion equation, Inverse Problems, 34 (12), 125002, 2018.

8.         Junxiong Jia, Shigang Yue, Jigen Peng, Jinghuai Gao, Infinite-dimensional Bayesian approach for inverse scattering problems of a fractional Helmholtz equation, Journal of Functional Analysis, 275(9), 2299--2332, 2018.

9.         Junxiong Jia, Jigen Peng, Jinghuai Gao and Yujiao Li, Backward problem for a time-space fractional diffusion equation, Inverse Problems & Imaging, 12 (2), 773--799, 2018.

10.     Junxiong Jia, Jigen Peng, Jiaqing Yang, Harnack's inequality for a space-time fractional diffusion equation and applications to an inverse source problem,  Journal of Differential Equations, 262 (8), 4415--4450, 2017.

11.     Kexue Li, Jigen Peng and Junxiong Jia, Explosive solutions of parabolic stochastic partial differential equations with Levy noise, Discrete and Continuous Dynamical Systems--Series A, 37(10), 5105--5125, 2017.

12.     Hermano Frid, Junxiong Jia, Ronghua Pan, Global smooth solutions in R-3 to short wave-long wave interactions systems for viscous magnetohydrodynamic fluids, Journal of Differential Equations, 262 (7), 4129--4173, 2017.

13.     Junxiong Jia, Jigen Peng and Jinghuai Gao, Bayesian approach to inverse problems for functions with a variable index Besov prior, Inverse Problems, 32 (8), 085006, 2016.

14.     Junxiong Jia, Ronghua Pan, On isentropic approximations in compressible euler equations, Journal of Scientific Computing, 64 (3), 745--760, 2015.

15.     Kexue Li, Jigen Peng, Junxiong Jia, Cauchy problems for fractional differential equations with Riemann–Liouville fractional derivatives, Journal of Functional Analysis, 263 (2), 476--510, 2012.

获奖

1.2020年入选 陕西高校第四批“青年杰出人才支持计划”

2.2018年入选 太阳成集团tyc234cc第四届“十大学术新人”

3.2017年获得 陕西省优秀博士学位论文奖

4.2017年获得 陕西省数学会青年教师优秀论文一等奖

联系方式
电子邮箱:jjx323@xjtu.edu.cn
联系电话:029-82665590
联系地址:陕西省西安市,咸宁西路28号,太阳成集团tyc234cc北五楼405
更新日期:2023-07-14