Welcome to Research Center for Mathematics and Interdisciplinary Sciences (Frontiers Science Center for Nonlinear Expectations)!

Jian SONG

Professor

Research Center for Mathematics and Interdisciplinary Sciences
Shandong University

PAPERS in REFEREED JOURNALS/BOOK CHAPTERS

1. J. Song, J. Yao and W. Yuan: High-dimensional central limit theorems for eigenvalue distributions of generalized Wishart processes.  Submitted.

2. J. Song, X. Song and F. Xu: Fractional stochastic wave equation driven by a Gaussian noise rough in space. Submitted.

3. M. Choi, C. Lee and J. Song: Entropy flow and De Bruijn’s identity for a class of stochastic differential equations driven by fractional Brownian motion. Probability in the Engineering and Informational Sciences, 2019

4. J. Song, J. Yao and W. Yuan: High-dimensional limits of eigenvalue distributions for general Wishart process. Annals of Applied Probability (accepted)

5. R. M. Balan, L. Quer-Sardanyons and J. Song: H ̈older continuity for the Parabolic Anderson Model with space-time homogeneous Gaussian noise. Acta Mathematica Scientia (Accepted).

6. R. M. Balan, L. Quer-Sardanyons and J. Song: Existence of density for the stochastic wave equation with space-time homogeneous Gaussian noise. Electronic Journal of Probability (accepted).

7. J. Song, X. Song and Q. Zhang: Nonlinear Feynman-Kac formulae for SPDEs with space-time noise. SIAM J. Math. Anal. 51 (2019), no. 2, 955-990.

8. J. Song, F. Xu and Q. Yu: Limit theorems for functionals for two independent Gaussian processes.Stochastic Processes and Their Applications (Accepted).

9. J. Song: SPDEs with colored Gaussian noise: a survey. Commun. Math. Stat. 6 (2018), no. 4, 481-492.

10. R. M. Balan and J. Song: Second order Lyapunov exponents for parabolic and hyper- bolic Anderson models. Bernoulli (Accepted).

11. X. Chen, Y. Hu, J. Song and X. Song: Temporal asymptotics for fractional parabolic Anderson model. Electron. J. Probab. 23 (2018), No. 14, 39 pp.

12. R. Balan, J. Song: Hyperbolic Anderson Model with space-time homogeneous Gaussian noise. ALEA Lat. Am. J. Probab. Math. Stat. 14 (2017), no. 2, 799-849.

13. J. Song: On a class of stochastic partial differential equations. Stochastic Processes and Their Applications, 127 (2017), no. 1, 37-79.

14. G. Han and J. Song: Extensions of the I-MMSE Relation. IEEE Transactions on Information Theory, 62 (2016), no. 10, 5422-5445.

15. C. Lee and J. Song: On drift parameter estimation for reflected fractional Ornstein- Uhlenbeck processes. Stochastics 88 (2016), no. 5, 751-778.

16. X. Chen, Y. Hu, F. Xing and J. Song: Exponential asymptotics for time-space Hamil- tonians. Ann. Inst. Henri Poincar Probab. Stat. 51 (2015), no. 4, 1529-1561.

17. Y. Hu, C. Lee, M. Lee and J. Song: Parameter estimation for reflected Ornstein- Uhlenbeck processes with discrete observations, with Y. Hu, C. Lee and M. Lee. Statistical Inference for Stochastic Processes, 18 (2015), no. 3, 279-291.

18. Y. Hu, D. Nualart and J. Song: The 4/3-variation of the derivative of the self- intersection Brownian local time and related processes. J. Theoret. Probab., 27 (2014), no. 3, 789-825.

19. Y. Hu and J. song: Parameter estimation for fractional Ornstein-Uhlenbeck processes with discrete observations. Malliavin calculus and stochastic analysis, 427-442, Springer Proc. Math. Stat., 34, Springer, New York, 2013.

20. Y. Hu, D. Nualart and J. Song: A nonlinear stochastic heat equation: H ̈older con- tinuity and smoothness of the density of the solution. Stochastic Processes and their Applications, Vol 123, Issue 3, March 2013, Pages 1083-1103.

21. Y. Han, Y. Hu and J. Song: Maximum principle for controlled systems driven by fractional brownian motions. Appl. Math. Optim. 67 (2013), no. 2, 279-322.

22. J. Song: Asymptotic behavior of the solution of heat equation driven by fractional white noise. Statistics and Probability Letters 2012. 82 no. 3, 614-620.

23. Y. Hu, D. Ocone and J. Song: Some results on backward stochastic differential equa- tions driven by fractional Brownian motions. Stochastic analysis and applications to fi- nance, 225-242, Interdiscip. Math. Sci., 13, World Sci. Publ., Hackensack, NJ, 2012.

24. Y. Hu, D. Nualart and J. Song: Feynman-Kac formula for heat equation driven by a fractional white noise. The Annals of Probability 2011, Vol. 39, No. 1, 291-326.

25. Y. Hu, D. Nualart and J. Song: Fractional martingales and characterization of the fractional Brownian motion. The Annals of Probability 2009, Vol. 37, No. 6, 2404-2430.

26. Y. Hu, D. Nualart and J. Song: Integral representation of renormalized self-intersection local times. Journal of Functional Analysis 255, 2507-2532, 2008.


SELECTED CONFERENCE PRESENTATIONS

1. International Workshop on Probability, Uncertainty, and Quantitative Risk July 11-14, 2019, Shandong University, Weihai, China. Title: High-dimensional central limit theorems for eigenvalue distributions of generalized Wishart processes.

2. IMS China Meeting July 6-10, 2019 Dalian, China. Title: Fractional stochastic wave equation driven by a Gaussian noise rough in space.

3. Departmental Colloquium at City University of Hong Kong, November 28, 2017. Title: Temporal asymptotics for some Andreson models.

4. Hong Kong Probability Seminar, November 17, 2017. Title: Long-term asymptotics for (fractional) Anderson models.

5. SIAM Conference on Control and its Applications at Pittsburgh, July 12, 2017. Title: Some results on optimal stopping problems for one-dimensional regular diffusions.

6. Probability Seminar at Purdue University, March 28, 2017. Title: Temporal asymptotics for fractional parabolic Anderson model.

7. Conference on stochastic processes and applied probability, Jilin University, China, May 30 - June 03, 2016. Title: Temporal asymptotics for fractional parabolic Anderson model.

8. Workshop on Mathematical Finance and Financial Data Processing, Soochow University, China, April 28 - 29, 2016. Title: Temporal asymptotics for fractional parabolic Anderson model.

9. Conference on stochastic processes, stochastic analysis and related fields, Sichuan Uni- versity, China, April 14 - 15, 2016. Title: Hyperbolic Anderson Model with space-time homogeneous Gaussian noise.

10. Youth Probability Forum, Peking University, China, July 8, 2015. Title: Nonlinear Feynman-Kac formula for quasilinear stochastic partial differential equations.

11. IMS-China International Conference on Statistics and Probability, Kunming, China, July 2, 2015. Title: On a class of stochastic partial differential equations.

12. Conference on Stochastic Processes and Applied Probability, Jilin University, China, June 5, 2015. Title: Extensions of the I-MMSE relation.

13. 36th Conference on Stochastic Processes and Their Applications, University of Colorado Boulder, July 29, 2013. Title: Exponential asymptotics for time-space Hamiltonians.

14. IMS-SWUFE International Conference on Statistics and Probability, July 2, 2013. Title: The 4/3-variation of the derivative of the self-intersection Brownian local time and related processes.

15. Workshop on Probability & Statistics and Applications, Wuhan Institute of Physics and Mathematics, Chinese Academy of Science, June 19, 2013. Title: Exponential asymptotics for time-space Hamiltonians.

16. Colloquium talk, Lehigh University, November 7, 2012. Title: Asymptotic behavior of the solution of heat equation driven by fractional white noise.