Publications

Recent publications

P21: dos Santos, K. R. M., Chassignet, A. G. J., Savary, O. J., Pantoja-Rosero, B. G., & Rezaie, A. (2024). Uncertainty quantification and sensitivity analysis of deep learning models for image-based crack segmentation. Journal of Civil Structural Health Monitoring, 10.1007/s13349-024-00879-6.

P20: dos Santos, K. R. M., Rezaie, A., Beyer, K. (2024). Topological Data Analysis-Based Damage Indices for Plastered Stone Masonry Walls Under Cyclic Loading. Engineering Structures (Vol. 322, p. 119088).

P19: Wang, Q., Haindl, M., dos Santos, K. R. M., & Beyer, K. (2024). Applying a 2D Variational Rigid Block Modeling Method to Rubble Stone Masonry Walls Considering Uncertainty in Material Properties. International Journal of Architectural Heritage, 1–23. https://doi.org/10.1080/15583058.2024.2388163

P18: Wang, Q.*, Pantoja-Rosero, B. G., dos Santos, K. R. M., & Beyer, K. (2024). An image convolution-based method for the irregular stone packing problem in masonry wall construction. In European Journal of Operational Research (Vol. 316, Issue 2, pp. 733–753). Elsevier BV. https://doi.org/10.1016/j.ejor.2024.01.037

P17: dos Santos, K. R. M., & Duarte, J. G. C. S.* (2024). Stochastic Response Determination of Hysteretic Vibratory Energy Harvesters with Fractional Derivatives via Stochastic Averaging. In Journal of Engineering Mechanics (Vol. 150, Issue 7). American Society of Civil Engineers (ASCE). https://doi.org/10.1061/jenmdt.emeng-7679

P16: dos Santos, K. R. M., Beck, A. T., & Lopez, R. H. (2024). Sequential simulated annealing for life-cycle optimization of nonlinear stochastic systems via arbitrary polynomial chaos expansion. In Engineering Structures (Vol. 304, p. 117675). Elsevier BV. https://doi.org/10.1016/j.engstruct.2024.117675

P15: Shaqfa, M., dos Santos, K. R. M., & Beyer, K. (2024). On the Conjugate Symmetry and Sparsity of the Harmonic Decomposition of Parametric Surfaces with the Randomised Kaczmarz Method. Elsevier BV. https://doi.org/10.2139/ssrn.4365845 

P14: dos Santos, K. R. M. (2023). Electrical Response Estimation of Vibratory Energy Harvesters via Hilbert Transform Based Stochastic Averaging. In ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering (Vol. 9, Issue 4). ASME International. https://doi.org/10.1115/1.4062704 

P13: Miller, E. C., Katsidoniotaki, M. I., Haghighi, N., dos Santos, K. R. M., Booker, W. A., Petersen, N., Wapner, R., Bello, N. A., Kougioumtzoglou, I. A., & Marshall, R. S. (2023). Dynamic cerebral autoregulation in postpartum individuals with and without preeclampsia. In Pregnancy Hypertension (Vol. 33, pp. 39–45). Elsevier BV. https://doi.org/10.1016/j.preghy.2023.07.176 

P12: dos Santos, K. R. M., Katsidoniotaki, M. I., Miller, E. C., Petersen, N. H., Marshall, R. S., & Kougioumtzoglou, I. A. (2023). Reduced-order modeling and analysis of dynamic cerebral autoregulation via diffusion maps. In Physiological Measurement (Vol. 44, Issue 4, p. 044001). IOP Publishing. https://doi.org/10.1088/1361-6579/acc780 

P11: Pantoja-Rosero, B. G., dos Santos, K. R. M., Achanta, R., Rezaie, A., & Beyer, K. (2022). Determining crack kinematics from imaged crack patterns. In Construction and Building Materials (Vol. 343, p. 128054). Elsevier BV. https://doi.org/10.1016/j.conbuildmat.2022.128054 

P10: Kontolati, K., Loukrezis, D., dos Santos, K. R. M., Giovanis, D. G., & Shields, M. D. (2022). Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models. In International Journal for Uncertainty Quantification (Vol. 12, Issue 4, pp. 39–64). Begell House. https://doi.org/10.1615/int.j.uncertaintyquantification.2022039936

P9: Pasparakis, G. D., dos Santos, K. R. M., Kougioumtzoglou, I. A., & Beer, M. (2022). Wind data extrapolation and stochastic field statistics estimation via compressive sampling and low-rank matrix recovery methods. In Mechanical Systems and Signal Processing (Vol. 162, p. 107975). Elsevier BV. https://doi.org/10.1016/j.ymssp.2021.107975 

P8: dos Santos, K. R. M., Giovanis, D. G., & Shields, M. D. (2022). Grassmannian Diffusion Maps--Based Dimension Reduction and Classification for High-Dimensional Data. In SIAM Journal on Scientific Computing (Vol. 44, Issue 2, pp. B250–B274). Society for Industrial & Applied Mathematics (SIAM). https://doi.org/10.1137/20m137001x 

P7: dos Santos, K. R. M., Brudastova, O., & Kougioumtzoglou, I. A. (2020). Spectral identification of nonlinear multi-degree-of-freedom structural systems with fractional derivative terms based on incomplete non-stationary data. In Structural Safety (Vol. 86, p. 101975). Elsevier BV. https://doi.org/10.1016/j.strusafe.2020.101975 

P6: Miller, E. C., dos Santos, K. R. M., Marshall, R. S., & Kougioumtzoglou, I. A. (2020). Joint time-frequency analysis of dynamic cerebral autoregulation using generalized harmonic wavelets. In Physiological Measurement (Vol. 41, Issue 2, p. 024002). IOP Publishing. https://doi.org/10.1088/1361-6579/ab71f2 

P5: Spanos, P. D., Kougioumtzoglou, I. A., dos Santos, K. R. M., & Beck, A. T. (2018). Stochastic Averaging of Nonlinear Oscillators: Hilbert Transform Perspective. In Journal of Engineering Mechanics (Vol. 144, Issue 2). American Society of Civil Engineers (ASCE). https://doi.org/10.1061/(asce)em.1943-7889.0001410 

P4: Kougioumtzoglou, I. A., dos Santos, K. R. M., & Comerford, L. (2017). Incomplete data based parameter identification of nonlinear and time-variant oscillators with fractional derivative elements. In Mechanical Systems and Signal Processing (Vol. 94, pp. 279–296). Elsevier BV. https://doi.org/10.1016/j.ymssp.2017.03.004 

P3: dos Santos, K. R. M., Kougioumtzoglou, I. A., & Beck, A. T. (2016). Incremental Dynamic Analysis: A Nonlinear Stochastic Dynamics Perspective. In Journal of Engineering Mechanics (Vol. 142, Issue 10). American Society of Civil Engineers (ASCE). https://doi.org/10.1061/(asce)em.1943-7889.0001129 

P2: dos Santos, K. R. M., & Beck, A. T. (2015). A benchmark study on intelligent sampling techniques in Monte Carlo simulation. In: Latin American Journal of Solids and Structures (Vol. 12, Issue 4, pp. 624–648). FapUNIFESP (SciELO). https://doi.org/10.1590/1679-78251245 

P1: Beck, A. T., Kougioumtzoglou, I. A., & dos Santos, K. R. M. (2014). Optimal performance-based design of non-linear stochastic dynamical RC structures subject to stationary wind excitation. In Engineering Structures (Vol. 78, pp. 145–153). Elsevier BV. https://doi.org/10.1016/j.engstruct.2014.07.047