publications

P. Tan, Z. Fu, L. Petridis, S. Qian, D. You, D. Wei, J. Li and L. Hong, Determining the accurate ensemble of protein atomic structures by combining small angle scattering with molecular simulations based on a two-fold scheme for structural classification, submitted.

P. Tan, Y. Liang, Q. Xu, E. Mamontov, J. Li, X. Xing and L. Hong, Gradual crossover from subdiffusion to normal diffusion: a many-body effect in protein surface water, Physical Review Letters, in press.

Q. Zhou, W. Liu, J. Li and Y. M. Marzouk, An approximate empirical Bayesian method for large-scale linear-Gaussian inverse problems, Inverse Problems, in press.

H. Wang and J. Li, Adaptive Gaussian process approximation for Bayesian inference with expensive likelihood functions, Neural Computation, in press.

Z. Feng and J. Li, An adaptive independence sampler MCMC algorithm for Bayesian inferences of functions, SIAM Journal on Scientific Computing 40 (2018), PDF file.

X. Chen and J. Li, A subset multicanonical Monte Carlo method for rare failure probability estimation, Journal of Computational Physics 344 (2017), PDF file.

Q. Zhou, Z. Hu, Z. Yao and J. Li, A hybrid adaptive MCMC algorithm in function spaces, SIAM/ASA Journal on Uncertainty Quantification 5 (2017), PDF file.

T. Gao and J. Li, A derivative free trust region method for reliability based optimizations, Structural and Multidisciplinary Optimization 55 (2017), PDF file.

Z. Hu, Z. Yao and J. Li, On an adaptive preconditioned Crank–Nicolson MCMC algorithm for infinite dimensional Bayesian inference, Journal of Computational Physics 332 (2017), PDF file.

F. Bao, Y. Cao, X. Han and J. Li, Efficient Particle Filtering for stochastic Korteweg-de Vries Equations, Stochastics and Dynamics 17 (2017), PDF file.

T. Gao and J. Li, A cross-entropy method accelerated derivative free RBDO algorithm, International Journal for Uncertainty Quantification 6 (2016), PDF file.

K. Wu and J. Li, A surrogate accelerated multicanonical Monte Carlo method for uncertainty quantification, Journal of Computational Physics 321 (2016), PDF file.

Z. Yao, Z. Hu and J. Li, A TV-Gaussian prior for infinite dimensional Bayesian inverse problems and its numerical implementations, Inverse Problems 32 (2016), PDF file.

J. Li and W.L. Kath, A path-based method for simulating large deviations and rare events in nonlinear lightwave systems, Studies in Applied Mathematics 136 (2016), PDF file.

H. Wang, G. Lin and J. Li, Gaussian process surrogates for failure detection: a Bayesian experimental design approach, Journal of Computational Physics 313 (2016), PDF file.

J. Li, A note on the Karhunen-Loeve expansions for infinite-dimensional Bayesian inverse problems, Statistics and Probability Letters 106 (2015), PDF file.

J. Li, G. Lin and X. Yang, A frozen Gaussian approximation based multi-level particle swarm optimization for seismic inversion, Journal of Computational Physics 296 (2015), PDF file.

X. Han, J. Li and D. Xiu, Error analysis for numerical implementation of particle filter, Discrete and Continuous Dynamical Systems - series B 20 (2015), PDF file.

J. Li and Y.M. Marzouk, Adaptive construction of surrogates for the Bayesian solution of inverse problems, SIAM Journal on Scientific Computing 36 (2014), PDF file.

J. Li and W.L. Kath, Extracting solitons from noisy pulses, SIAM Journal on Applied Mathematics 72 (2012), PDF file.

J. Li, J. Li and D. Xiu, An efficient surrogate-based method for computing rare failure probability, Journal of Computational Physics 230 (2011), PDF file.

J. Li, G. Biondini, W.L. Kath and H. Kogelnik, Outage statistics in the waveplate hinge model of polarization-mode dispersion, IEEE Journal of Lightwave Technology 28 (2010), PDF file.

J. Li, On approximating strongly dispersion-managed solitons, Communications in Computational Physics. 6 (2009), PDF file.

J. Li, G. Biondini, W.L. Kath and H. Kogelnik, Anisotropic hinge model for polarization-mode dispersion in installed fibers, Optics Letters 33 (2008), PDF file.

J. Li, G. Biondini, H. Kogelnik and P.J. Winzer, Noncompliant capacity ratio for systems with any numbers of polarization hinges, IEEE Journal of Lightwave Technology 26 (2008), PDF file.

J. Li, E. Spiller and G. Biondini, Noise-induced perturbations of dispersion managed solitons, Physical Review A 75 (2007), PDF file.