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Elena Raponi


Postdoctoral researcher in Computational Mechanics
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Ph.D. in Applied Mathematics

List of Publications

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Publications

Here the list of my peer-reviewed publications

  1. B. Van Stein and E. Raponi
    GSAreport: Easy to Use Global Sensitivity Reporting
    Journal of Open Source Software 7 (78), 4721, 2022, doi.org/10.21105/joss.04721
  2. B. Van Stein, E. Raponi, Z. Sadeghi, N. Bouman, R.C.H.J. Van Ham, and T. Bäck
    A comparison of global sensitivity analysis methods for explainable AI with an application in genomic prediction
    IEEE Access, vol. 10, pp. 103364-103381, 2022, doi.org/10.1109/ACCESS.2022.3210175
  3. S. Yarkoni, E. Raponi, S. Schmitt, and T. Bäck
    Quantum Annealing for Industry Applications: Introduction and Review
    Reports on Progress in Physics 85 104001, IOPscience, 2022, doi.org/10.1088/1361-6633/ac8c54
  4. K. Antonov, E. Raponi, H. Wang, and C. Doerr
    High Dimensional Bayesian Optimization with Kernel Principal Component Analysis
    International Conference on Parallel Problem Solving from Nature, 2022, doi.org/10.48550/arXiv.2204.13753
  5. E. Raponi, S. Boria, V. Giammaria, B. Fischer, J. Pörnbacher, F. Sarasini, and J. Tirillò
    Effect of basalt intraply hybridization on the damage tolerance of flax laminates: experimental analysis and analytical modeling under low-velocity impact
    Composite Structures, p. 115270, 2022, doi: 10.1016/j.compstruct.2022.115270
  6. E. Raponi, D. Fiumarella, S. Boria, A. Scattina, and G. Belingardi
    Methodology for parameter identification on a thermoplastic composite crash absorber by the Sequential Response Surface Method and Efficient Global Optimization
    Composite Structures, p. 114646, 2021, doi: 10.1016/j.compstruct.2021.114646
  7. E. Raponi, C. Sergi, S. Boria, J. Tirillò, F. Sarasini, and A. Calzolari
    Temperature effect on impact response of flax/epoxy laminates: Analytical, numerical and experimental results
    Composite Structures, vol. 274, p. 114316, 2021, doi: 10.1016/j.compstruct.2021.114316
  8. E. Raponi, M. Bujny, M. Olhofer, S. Boria, and F. Duddeck
    Hybrid Strategy Coupling EGO and CMA-ES for Structural Topology Optimization in Statics and Crashworthiness
    in Computational Intelligence: 11th International Joint Conference, IJCCI 2019, Vienna, Austria, September 17-19, 2019, Revised Selected Papers, Springer International Publishing, 2021, pp. 55-84. doi: 10.1007/978-3-030-70594-7_3
  9. E. Raponi and D. Fiumarella
    Experimental analysis and numerical optimization of a thermoplastic composite in crashworthiness
    IOP Conf. Ser.: Mater. Sci. Eng., vol. 1038, no. 1, p. 012030, 2021, doi: 10.1088/1757-899X/1038/1/012030
  10. E. Raponi, H. Wang, M. Bujny, S. Boria, and C. Doerr
    High Dimensional Bayesian Optimization Assisted by Principal Component Analysis
    in Parallel Problem Solving from Nature - PPSN XVI, 2020, pp. 169-183. doi: 10.1007/978-3-030-58112-1_12
  11. E. Raponi, M. Bujny, M. Olhofer, S. Boria, and F. Duddeck
    Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization
    in Proceedings of the 11th International Joint Conference on Computational Intelligence (IJCCI 2019), Vienna, Austria, 2019, pp. 70-81. doi: 10.5220/0008067800700081
  12. S. Boria, C. Santulli, E. Raponi, F. Sarasini, and J. Tirillò
    Analytical modeling and experimental validation of the low-velocity impact response of hemp and hemp/glass thermoset composites
    Journal of Composite Materials, Jul. 2019, doi: 10.1177/0021998319862856
  13. E. Raponi, M. Bujny, M. Olhofer, N. Aulig, S. Boria, and F. Duddeck
    Kriging-assisted topology optimization of crash structures
    Computer Methods in Applied Mechanics and Engineering, vol. 348, pp. 730-752, 2019, doi: 10.1016/j.cma.2019.02.002
  14. S. Boria, C. Santulli, E. Raponi, F. Sarasini, and J. Tirillò
    Evaluation of a new green composite solution for wind turbine blades
    Multiscale and Multidisciplinary Modeling, Experiments and Design, 2019, doi: 10.1007/s41939-019-00043-4
  15. S. Boria, E. Raponi, F. Sarasini, J. Tirilllò, and L. Lampani
    Green sandwich structures under impact: experimental vs numerical analysis
    Procedia Structural Integrity, vol. 12, pp. 317-329, 2018, doi: 10.1016/j.prostr.2018.11.084
  16. E. Raponi, M. Bujny, M. Olhofer, N. Aulig, S. Boria, and F. Duddeck
    Kriging-guided Level Set Method for Crash Topology Optimization
    in Proceeding of 7th GACMColloquium on Computational Mechanics for Young Scientists from Academia and Industry, Stuttgart, Germany, 2017.

Papers under review

  1. M. R. G. Duarte, F. Duddeck, E. Raponi, and M. Alves
    Pedestrian Safety Assessments via Full Human Body Models and Advanced Injury Criteria
    Journal of the Brazilian Society of Mechanical Sciences and Engineering (second review round)
  2. V. Giammaria, G. Del Bianco, E. Raponi, S. Boria, and F. Duddeck
    Material Parameter Optimization of Flax/Epoxy Composite Laminates under Low-Velocity Impact
    Composite Structures (first review round)

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Page last modified: October 24, 2022.