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Elena Raponi
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Quantum annealing for industry applications: Introduction and review
S Yarkoni, E Raponi, T Bäck, S Schmitt
Reports on Progress in Physics 85 (10), 104001, 2022
1972022
Kriging-assisted topology optimization of crash structures
E Raponi, M Bujny, M Olhofer, N Aulig, S Boria, F Duddeck
Computer Methods in Applied Mechanics and Engineering 348, 730-752, 2019
992019
High dimensional Bayesian optimization assisted by principal component analysis
E Raponi, H Wang, M Bujny, S Boria, C Doerr
Parallel Problem Solving from Nature–PPSN XVI: 16th International Conference …, 2020
392020
A comparison of global sensitivity analysis methods for explainable AI with an application in genomic prediction
B Van Stein, E Raponi, Z Sadeghi, N Bouman, RCHJ Van Ham, T Bäck
IEEE Access 10, 103364-103381, 2022
282022
Green sandwich structures under impact: experimental vs numerical analysis
S Boria, E Raponi, F Sarasini, J Tirillò, L Lampani
Procedia Structural Integrity 12, 317-329, 2018
192018
Methodology for parameter identification on a thermoplastic composite crash absorber by the Sequential Response Surface Method and Efficient Global Optimization
E Raponi, D Fiumarella, S Boria, A Scattina, G Belingardi
Composite Structures 278, 114646, 2021
152021
Kriging-guided level set method for crash topology optimization
E Raponi, M Bujny, M Olhofer, N Aulig, S Boria, F Duddeck
7th GACM Colloquium on Computational Mechanics for Young Scientists from …, 2017
152017
Analytical modeling and experimental validation of the low-velocity impact response of hemp and hemp/glass thermoset composites
S Boria, C Santulli, E Raponi, F Sarasini, J Tirillò
Journal of Composite Materials 54 (3), 409-421, 2020
142020
Temperature effect on impact response of flax/epoxy laminates: Analytical, numerical and experimental results
E Raponi, C Sergi, S Boria, J Tirillò, F Sarasini, A Calzolari
Composite Structures 274, 114316, 2021
132021
Evaluation of a new green composite solution for wind turbine blades
S Boria, C Santulli, E Raponi, F Sarasini, J Tirillò
Multiscale and Multidisciplinary Modeling, Experiments and Design 2, 141-150, 2019
122019
Effect of basalt intraply hybridization on the damage tolerance of flax laminates: Experimental analysis and analytical modeling under low-velocity impact
E Raponi, S Boria, V Giammaria, B Fischer, J Pörnbacher, F Sarasini, ...
Composite Structures 287, 115270, 2022
92022
Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization.
E Raponi, M Bujny, M Olhofer, S Boria, F Duddeck
IJCCI, 70-81, 2019
92019
Material parameter optimization of flax/epoxy composite laminates under low-velocity impact
V Giammaria, G Del Bianco, E Raponi, D Fiumarella, R Ciardiello, S Boria, ...
Composite Structures 321, 117303, 2023
82023
Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis
C Benjamins, A Jankovic, E Raponi, K van der Blom, M Lindauer, C Doerr
arXiv preprint arXiv:2211.09678, 2022
62022
High dimensional Bayesian optimization with kernel principal component analysis
K Antonov, E Raponi, H Wang, C Doerr
International Conference on Parallel Problem Solving from Nature, 118-131, 2022
62022
Experimental analysis and numerical optimization of a thermoplastic composite in crashworthiness
E Raponi, D Fiumarella
IOP Conference Series: Materials Science and Engineering 1038 (1), 012030, 2021
42021
Hybrid strategy coupling EGO and CMA-ES for structural topology optimization in statics and crashworthiness
E Raponi, M Bujny, M Olhofer, S Boria, F Duddeck
International joint conference on computational intelligence, 55-84, 2019
42019
Optimizing with Low Budgets: a Comparison on the Black-box Optimization Benchmarking Suite and OpenAI Gym
E Raponi, NR Carraz, J Rapin, C Doerr, O Teytaud
IEEE Transactions on Evolutionary Computation, 2023
32023
PI is back! switching acquisition functions in bayesian optimization
C Benjamins, E Raponi, A Jankovic, K van der Blom, ML Santoni, ...
arXiv preprint arXiv:2211.01455, 2022
32022
GSAreport: easy to use global sensitivity reporting
V Stein, E Raponi
Journal of Open Source Software 7 (78), 4721, 2022
22022
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Articles 1–20