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Probabilistic Engineering Mechanics

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Publications

  1. 2025

  2. Published

    An efficient strategy for information reuse in probability density evolution method considering large shift of distributions with multiple random variables

    Yang, J. S., Wan, Z. & Jensen, H., Jan 2025, In: Probabilistic Engineering Mechanics. 79, 16 p., 103728.

    Research output: Contribution to journalArticleResearchpeer review

  3. Published

    Stochastic dynamic response analysis via dimension-reduced probability density evolution equation (DR-PDEE) with enhanced tail-accuracy

    Luo, Y., Dang, C., Broggi, M. & Beer, M., Jan 2025, In: Probabilistic Engineering Mechanics. 79, 103735.

    Research output: Contribution to journalArticleResearchpeer review

  4. 2024

  5. Published

    Structural reliability analysis with extremely small failure probabilities: A quasi-Bayesian active learning method

    Dang, C., Cicirello, A., Valdebenito, M. A., Faes, M. G. R., Wei, P. & Beer, M., Apr 2024, In: Probabilistic Engineering Mechanics. 76, 12 p., 103613.

    Research output: Contribution to journalArticleResearchpeer review

  6. Published

    Uncertainty quantification for viscoelastic composite materials using time-separated stochastic mechanics

    Geisler, H. & Junker, P., Apr 2024, In: Probabilistic Engineering Mechanics. 76, 11 p., 103618.

    Research output: Contribution to journalArticleResearchpeer review

  7. Published

    Failure probability estimation of dynamic systems employing relaxed power spectral density functions with dependent frequency modeling and sampling

    Behrendt, M., Lyu, M. Z., Luo, Y., Chen, J. B. & Beer, M., Jan 2024, In: Probabilistic Engineering Mechanics. 75, 10 p., 103592.

    Research output: Contribution to journalArticleResearchpeer review

  8. Published

    Probability distributions for dynamic and extreme responses of linear elastic structures under quasi-stationary harmonizable loads

    Huang, Z. & Beer, M., Jan 2024, In: Probabilistic Engineering Mechanics. 75, 14 p., 103590.

    Research output: Contribution to journalArticleResearchpeer review

  9. Published

    Sparse polynomial chaos expansion for high-dimensional nonlinear damage mechanics

    dos Santos Oliveira, E. & Nackenhorst, U., Jan 2024, In: Probabilistic Engineering Mechanics. 75, 12 p., 103556.

    Research output: Contribution to journalArticleResearchpeer review

  10. 2023

  11. Published

    Karhunen-Loève expansion based on an analytical solution over a bounding box domain

    Basmaji, A. A., Dannert, M. M., Bensel, F., Fleury, R. M. N., Fau, A. & Nackenhorst, U., Oct 2023, In: Probabilistic Engineering Mechanics. 74, 103519.

    Research output: Contribution to journalArticleResearchpeer review

  12. Published

    Modeling tensile failure of concrete considering multivariate correlated random fields of material parameters

    Hai, L. & Lyu, M. Z., Oct 2023, In: Probabilistic Engineering Mechanics. 74, 103529.

    Research output: Contribution to journalArticleResearchpeer review

  13. Published

    Reliability analysis of the stress intensity factor using multilevel Monte Carlo methods

    Hamdia, K. M. & Ghasemi, H., Oct 2023, In: Probabilistic Engineering Mechanics. 74, 103497.

    Research output: Contribution to journalArticleResearchpeer review

  14. Published

    Structural design optimization under dynamic reliability constraints based on probability density evolution method and quantum-inspired optimization algorithm

    Weng, L. L., Yang, J. S., Chen, J. B. & Beer, M., Oct 2023, In: Probabilistic Engineering Mechanics. 74, 103494.

    Research output: Contribution to journalArticleResearchpeer review

  15. Published

    Combining data and physical models for probabilistic analysis: A Bayesian Augmented Space Learning perspective

    Hong, F., Wei, P., Song, J., Faes, M. G. R., Valdebenito, M. A. & Beer, M., Jul 2023, In: Probabilistic Engineering Mechanics. 73, 103474.

    Research output: Contribution to journalArticleResearchpeer review

  16. Published

    Simulation of random fields on random domains

    Zheng, Z., Valdebenito, M., Beer, M. & Nackenhorst, U., Jul 2023, In: Probabilistic Engineering Mechanics. 73, 103455.

    Research output: Contribution to journalArticleResearchpeer review

  17. Published

    Uncertainty analysis of structural output with closed-form expression based on surrogate model

    Chen, Y. L., Shi, Y., Huang, H. Z., Sun, D. & Beer, M., Jul 2023, In: Probabilistic Engineering Mechanics. 73, 103482.

    Research output: Contribution to journalArticleResearchpeer review

  18. Published

    Efficient structural reliability analysis via a weak-intrusive stochastic finite element method

    Zheng, Z., Dai, H. & Beer, M., Jan 2023, In: Probabilistic Engineering Mechanics. 71, 103414.

    Research output: Contribution to journalArticleResearchpeer review

  19. Published

    Sample regeneration algorithm for structural failure probability function estimation

    Yuan, X., Wang, S., Valdebenito, M. A., Faes, M. G. R. & Beer, M., Jan 2023, In: Probabilistic Engineering Mechanics. 71, 103387.

    Research output: Contribution to journalArticleResearchpeer review

  20. Published

    Survival probability determination of nonlinear oscillators with fractional derivative elements under evolutionary stochastic excitation

    Fragkoulis, V. C. & Kougioumtzoglou, I. A., Jan 2023, In: Probabilistic Engineering Mechanics. 71, 103411.

    Research output: Contribution to journalArticleResearchpeer review

  21. 2022

  22. Published

    An enhanced PDEM-based framework for reliability analysis of structures considering multiple failure modes and limit states

    Feng, D. C., Cao, X. Y. & Beer, M., Oct 2022, In: Probabilistic Engineering Mechanics. 70, 103367.

    Research output: Contribution to journalArticleResearchpeer review

  23. Published

    Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems

    Basmaji, A. A., Fau, A., Urrea-Quintero, J. H., Dannert, M. M., Voelsen, E. & Nackenhorst, U., Oct 2022, In: Probabilistic Engineering Mechanics. 70, 103366.

    Research output: Contribution to journalArticleResearchpeer review

  24. Published

    On the use of Directional Importance Sampling for reliability-based design and optimum design sensitivity of linear stochastic structures

    Jerez, D. J., Jensen, H. A., Valdebenito, M. A., Misraji, M. A., Mayorga, F. & Beer, M., Oct 2022, In: Probabilistic Engineering Mechanics. 70, 103368.

    Research output: Contribution to journalArticleResearchpeer review

  25. Published

    Distribution-free P-box processes based on translation theory: Definition and simulation

    Faes, M. G. R., Broggi, M., Chen, G., Phoon, K. K. & Beer, M., Jul 2022, In: Probabilistic Engineering Mechanics. 69, 103287.

    Research output: Contribution to journalArticleResearchpeer review

  26. Published

    Elucidating appealing features of differentiable auto-correlation functions: A study on the modified exponential kernel

    Faes, M. G. R., Broggi, M., Spanos, P. D. & Beer, M., Jul 2022, In: Probabilistic Engineering Mechanics. 69, 103269.

    Research output: Contribution to journalArticleResearchpeer review

  27. Published

    Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications

    Dannert, M. M., Bensel, F., Fau, A., Fleury, R. M. N. & Nackenhorst, U., Jul 2022, In: Probabilistic Engineering Mechanics. 69, 103299.

    Research output: Contribution to journalArticleResearchpeer review

  28. Published

    Asymptotic Bayesian Optimization: A Markov sampling-based framework for design optimization

    Jerez, D. J., Jensen, H. A., Beer, M. & Chen, J., Jan 2022, In: Probabilistic Engineering Mechanics. 67, 103178.

    Research output: Contribution to journalArticleResearchpeer review

  29. Published

    Determination of monopile offshore structure response to stochastic wave loads via analog filter approximation and GV-GDEE procedure

    Luo, Y., Chen, J. & Spanos, P. D., Jan 2022, In: Probabilistic Engineering Mechanics. 67, 103197.

    Research output: Contribution to journalArticleResearchpeer review

  30. Published

    Implementation of Karhunen–Loève expansion using discontinuous Legendre polynomial based Galerkin approach

    Basmaji, A. A., Dannert, M. M. & Nackenhorst, U., Jan 2022, In: Probabilistic Engineering Mechanics. 67, 103176.

    Research output: Contribution to journalArticleResearchpeer review

  31. 2020

  32. Published

    A global sensitivity index based on Fréchet derivative and its efficient numerical analysis

    Chen, J., Wan, Z. & Beer, M., Oct 2020, In: Probabilistic Engineering Mechanics. 62, 103096.

    Research output: Contribution to journalArticleResearchpeer review

  33. Published

    A polynomial chaos method for arbitrary random inputs using B-splines

    Eckert, C., Beer, M. & Spanos, P. D., Apr 2020, In: Probabilistic Engineering Mechanics. 60, 103051.

    Research output: Contribution to journalArticleResearchpeer review

  34. External

    Approaches for predicting the probability of failure of bridges subjected to high-speed trains

    Hirzinger, B., Adam, C., Oberguggenberger, M. & Salcher, P., Jan 2020, In: Probabilistic Engineering Mechanics. 59, 103021.

    Research output: Contribution to journalArticleResearchpeer review

  35. Published

    Dominant failure mode analysis using representative samples obtained by multiple response surfaces method

    Jiang, Y., Zhao, L., Beer, M., Wang, L. & Zhang, J., Jan 2020, In: Probabilistic Engineering Mechanics. 59, 103005.

    Research output: Contribution to journalArticleResearchpeer review

  36. 2017

  37. External

    Hybrid nonlinear surrogate models for fracture behavior of polymeric nanocomposites

    Badawy, M. F., Msekh, M. A., Hamdia, K. M., Steiner, M. K., Lahmer, T. & Rabczuk, T., Oct 2017, In: Probabilistic Engineering Mechanics. 50, p. 64-75 12 p.

    Research output: Contribution to journalArticleResearchpeer review

  38. 2016

  39. Published

    Compressive sensing based stochastic process power spectrum estimation subject to missing data

    Comerford, L., Kougioumtzoglou, I. A. & Beer, M., Apr 2016, In: Probabilistic Engineering Mechanics. 44, p. 66-76 11 p.

    Research output: Contribution to journalArticleResearchpeer review

  40. 2014

  41. External

    Modified linear estimation method for generating multi-dimensional multi-variate Gaussian field in modelling material properties

    Liu, Y., Lee, F., Quek, S. & Beer, M., Oct 2014, In: Probabilistic Engineering Mechanics. 38, p. 42-53 12 p.

    Research output: Contribution to journalArticleResearchpeer review

  42. External

    Prologue

    Beer, M., Kougioumtzoglou, I. A. & Naess, A., Oct 2014, In: Probabilistic Engineering Mechanics. 38, p. 102 1 p.

    Research output: Contribution to journalEditorial in journalResearchpeer review