Jinglai Li

Publications

  1. 2021
  2. Accepted/In press
  3. Accepted/In press

    Maximum conditional entropy Hamiltonian Monte Carlo sampler

    Jinglai Li, 5 May 2021, (Accepted/In press) In: SIAM Journal on Scientific Computing.

    Research output: Contribution to journalArticlepeer-review

  4. E-pub ahead of print

    Ordering leads to multiple fast tracks in simulated collective escape of human crowds

    Jinglai Li, 22 Apr 2021, (E-pub ahead of print) In: Soft Matter. 2021, 00, p. 1-9

    Research output: Contribution to journalArticlepeer-review

  5. Accepted/In press

    Bayesian inverse regression for dimension reduction with small datasets

    Jinglai Li, 1 Apr 2021, (Accepted/In press) In: Journal of Statistical Computation and Simulation.

    Research output: Contribution to journalArticlepeer-review

  6. 2020
  7. Published

    A defensive marginal particle filtering method for data assimilation

    Jinglai Li, 27 Aug 2020, In: SIAM/ASA Journal on Uncertainty Quantification. 3, 3, p. 1215–1235 21 p.

    Research output: Contribution to journalArticlepeer-review

  8. Published

    An approximate KLD based experimental design for models with intractable likelihoods

    Jinglai Li, 3 Jun 2020, The 23rd International Conference on Artificial Intelligence and Statistics (AISTATS 2020). Proceedings of Machine Learning Research, Vol. 108.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  9. Published

    Nonlocal TV-gaussian prior for bayesian inverse problems with applications to limited CT reconstruction

    Jinglai Li, Feb 2020, In: Inverse Problems and Imaging. 14, 1, p. 117-132 16 p.

    Research output: Contribution to journalArticlepeer-review

  10. Published

    Bayesian inference and uncertainty quantification for medical image reconstruction with Poisson data

    Jinglai Li, 7 Jan 2020, In: SIAM Journal on Imaging Sciences. 13, 1, p. 29–52 24 p.

    Research output: Contribution to journalArticlepeer-review

  11. 2019
  12. Accepted/In press

    Bayesian optimization with local search

    Jinglai Li, 20 Nov 2019, (Accepted/In press) The Sixth International Conference on Machine Learning, Optimization, and Data Science. Lecture Notes in Computer Sciences

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  13. Published

    An adaptive reduced basis ANOVA method for high-dimensional Bayesian inverse problems

    Jinglai Li, Nov 2019, In: Journal of Computational Physics. 396, p. 364-380

    Research output: Contribution to journalArticlepeer-review

  14. Published

    A hierarchical neural hybrid method for failure probability estimation

    Jinglai Li, 15 Aug 2019, In: IEEE Access. 7, p. 112087 - 112096 10 p.

    Research output: Contribution to journalArticlepeer-review

  15. Published

    A weight-bounded importance sampling method for variance reduction

    Jinglai Li, 30 Jun 2019, In: International Journal for Uncertainty Quantification. 9, 3, p. 311-319

    Research output: Contribution to journalArticlepeer-review

  16. 2018
  17. Published

    A two-fold structural classification method for determining the accurate ensemble of protein structures

    Jinglai Li, 31 Dec 2018, In: Communications in Computational Physics. 25, p. 1010-1023

    Research output: Contribution to journalArticlepeer-review

  18. Published

    Adaptive Gaussian process approximation for Bayesian inference with expensive likelihood functions

    Jinglai Li, Nov 2018, In: Neural Computation. 30, 11, p. 3072-3094

    Research output: Contribution to journalArticlepeer-review

  19. Published

    An approximate empirical Bayesian method for large-scale linear-Gaussian inverse problems

    Jinglai Li, Sep 2018, In: Inverse Problems. 34, 9, 095001.

    Research output: Contribution to journalArticlepeer-review

  20. Published

    Gradual crossover from subdiffusion to normal diffusion: a many-body effect in protein surface water  

    Jinglai Li, 15 Jun 2018, In: Physical Review Letters. 120, 24, 248101.

    Research output: Contribution to journalArticlepeer-review

  21. Published

    An adaptive independence sampler MCMC algorithm for Bayesian inferences of functions

    Jinglai Li, 8 May 2018, In: SIAM Journal on Scientific Computing. 40, 3, p. A1301–A1321

    Research output: Contribution to journalArticlepeer-review

  22. 2017
  23. Published

    A subset multicanonical Monte Carlo method for simulating rare failure events

    Jinglai Li, 1 Sep 2017, In: Journal of Computational Physics. 344, p. 23-35

    Research output: Contribution to journalArticlepeer-review

  24. Published

    A hybrid adaptive MCMC algorithm in function spaces

    Jinglai Li, 12 Jul 2017, In: SIAM/ASA Journal on Uncertainty Quantification. 5, 1, p. 621–639 19 p.

    Research output: Contribution to journalArticlepeer-review

  25. Published

    A derivative-free trust-region algorithm for reliability-based optimization

    Jinglai Li, 24 Apr 2017, In: Structural and Multidisciplinary Optimization. 55, 4, p. 1535–1539

    Research output: Contribution to journalArticlepeer-review

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