European Training Network on Grey-Box Models for Safe and Reliable Intelligent Mobility Systems

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

15 PhD degrees awarded

15 PhD degrees awarded (between M44 – M53)

Second peer reviewed paper by all ESRs
First peer reviewed paper by all ESRs

First peer reviewed paper by the ESRs

USD2022 special GREYDIENT session

Special GREYDIENT session during ISMA-USD2022

Symposium

GREYDIENT symposium, as described in the proposal

Pitch videos

By the end of the project, 30 ESR pitch videos will be uploaded to YouTubeMonthly after M18 to M48

2 Overview movies

2 overview movies of the project: one at M8, another at M46

8 Newsletters

During the project, 8 newsletters will be distributed.Specifically, they will be distributed in months 6, 12, 18, 24, 30, 36, 42, 48

Project website

Project website general info and recruitment

Publicaciones

Exploring multi-fidelity noisy data: Methods and real-world examples

Autores: Katerina Giannoukou, Paolo Ascia, Stefano Marelli, Fabian Duddeck and Bruno Sudret
Publicado en: ISMA-USD Proceedings, 2024
Editor: KU Leuven Department of Mechanical Engineering

Grey-Box Models for Cyber-Physical Systems Reliability, Safety and Resilience Assessment

Autores: Juan-Pablo Futalef, Francesco Di Maio, Enrico Zio
Publicado en: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, 2023, Página(s) 2757-2764
Editor: Research Publishing Services
DOI: 10.3850/978-981-18-5183-4_s20-05-564-cd

Near-real-time online process control using grey-box models

Autores: Dodt, Miriam B.; Persoons, Augustin; Faes, Matthias G. R.; Moens, David
Publicado en: proceedings of the 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14), 2023, Edición 14, 2023
Editor: Trinity College
DOI: 10.5281/zenodo.8255763

Grey-box Approach for the Prognostic and Health Management of Lithium-Ion Batteries

Autores: Francesco Cancelliere, Sylvain Girard, Jean-Marc Bourinet, Matteo Broggi
Publicado en: Annual Conference of the PHM Society, Edición 15, 2023, ISSN 2325-0178
Editor: PHM Society
DOI: 10.36001/phmconf.2023.v15i1.3506

Determination of the random spatial variation of the bending stiffness in composite materials

Autores: Gavallas, Panagiotis; Tsivolas, Eleftherios; Stefanou, George
Publicado en: EUROMECH Colloquium 642, 2024
Editor: Sapienza University of Rome
DOI: 10.5281/zenodo.14033483

First-passage Probability Estimation of Stochastic Dynamic Systems by a Parametric Approach

Autores: Chen Ding, Chao Dang, Matteo Broggi, Michael Beer
Publicado en: 8th International Symposium on Reliability Engineering and Risk Management, Edición 4th - 7th September, 2022, 2023, Página(s) 40-46
Editor: Research Publishing Services
DOI: 10.3850/978-981-18-5184-1_ms-01-175-cd

The effect of noise on reliability analysis

Autores: Pires, Anderson; Moustapha, Maliki; id_orcid0000-0002-1138-4666; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Publicado en: Proceedings of the 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2022), Oslo, Norway, June 5-9, 2022, Edición 6, 2022, ISBN 9788412322286
Editor: ECCOMAS
DOI: 10.5281/zenodo.14186841

Unsupervised Representation Learning of Complex Time Series for Maneuverability State Identification in Smart Mobility

Autores: Lebese, Thabang
Publicado en: Proc. 16 th International Conference on Agents and Artificial Intelligence (ICAART 2024), 2024, Página(s) 12
Editor: ICAART
DOI: 10.5281/zenodo.13735693

A Grey-Box Digital Twin-Based Approach for Risk Monitoring of Nuclear Power Plants

Autores: Leonardo Miqueles, Ibrahim Ahmed, Francesco Di Maio, Enrico Zio
Publicado en: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), Edición 28th of August – 1st of September, 2022, 2022
Editor: Research Publishing

A new scheme combining adaptive Kriging with adaptative variance-reduction using Gaussian mixture importance sampling

Autores: Persoons, Augustin; Wei, Pengfei; Bogaerts, Lars; Moens, David; Broggi, Matteo; Beer, Michael
Publicado en: USD 2022, Edición 3, 2023
Editor: KU Leuven Mecha(tro)nic System Dynamics (LMSD) department
DOI: 10.5281/zenodo.7568688

A parallel Bayesian interval optimization approach for static analysis of structures with interval uncertainties

Autores: Chen Ding, Chao Dang, Matteo Broggi, Michael Beer
Publicado en: 14th International Conference on Applications of Statistics and Probability in Civil Engineering, Edición 9th - 13th of July 2023, 2023
Editor: Trinity College Dublin
DOI: 10.5281/zenodo.10220655

A SELF-LEARNING DIGITAL TWIN FOR PROCESS CONTROL OF FAST PROCESSES UNDER UNCERTAINTY

Autores: Miriam B. Dodt, Augustin Persoons, Matthias G. R. Faes, David Moens
Publicado en: Proceedings of the 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering, 2023
Editor: Institute of Structural Analysis and Antiseismic Research National Technical University of Athens
DOI: 10.7712/120223.10352.19909

Management of a free-floating electrical scooters fleet

Autores: Cancelliere Francesco; Girard Sylvain
Publicado en: Congrès Lambda Mu 23 « Innovations et maîtrise des risques pour un avenir durable, 2022
Editor: Institut pour la Maîtrise des Risques
DOI: 10.5281/zenodo.8090807

Random Field Modeling of the Mechanical Properties of Graphene Nano-platelets

Autores: Panagiotis Gavallas, Dimitrios Savvas, George Stefanou
Publicado en: 14th International Conference on Applications of Statistics and Probability in Civil Engineering, Edición 9th - 13th July 2023, 2023
Editor: Trinity College Dublin
DOI: 10.5281/zenodo.10906215

A transfer learning framework for crashworthiness analysis based on sphere projection and PointNN

Autores: Giada Colella, Volker A. Lange, and Fabian Duddeck
Publicado en: ISMA-USD proceedings, 2024
Editor: KU Leuven Department of Mechanical Engineering

Multifidelity surrogate modelling with noisy grey-box models

Autores: Giannoukou, Aikaterini; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Publicado en: MASCOT-NUM Annual Meeting 2022, Clermont Ferrand, France, June 7-9, 2022, 2022
Editor: MascotNum
DOI: 10.3929/ethz-b-000588908

Separable Physics-Informed Neural Networks for Robust Inverse Quantification in Solid Mechanics

Autores: Bonnet Eymard, Damien; Persoons, Augustin; Faes, Matthias G.R.; Moens, David
Publicado en: Proceedings of the The 9th International Symposium on Reliability Engineering and Risk Management (ISRERM 2024), Edición 9, 2025
Editor: RESEARCH PUBLISHING
DOI: 10.5281/zenodo.14039660

QUANTIFYING THE EPISTEMIC UNCERTAINTY LINKED TO THE DEVELOPMENT PROCESS OF AN EARLY-STAGE COMPONENT FOR CRASHWORTHINESS

Autores: Paolo Ascia, Matthias G. R. Faes, Fabian Duddeck
Publicado en: Proceedings of the 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering, 2023, Página(s) 466-477
Editor: Institute of Structural Analysis and Antiseismic Research National Technical University of Athens
DOI: 10.7712/120223.10350.19704

A Classification Problem Formulation for the Reliability Assessment of End-To-End Communication Among Cyber Devices in Cyber-Physical Systems

Autores: Juan-Pablo Futalef, Francesco Di Maio, Enrico Zio
Publicado en: 8th International Conference on System Reliability and Safety, 2024
Editor: IEEE

AN UNIFIED ENRICHMENT STRATEGY FOR RELIABILITY-BASED DESIGN OPTIMIZATION USING ADAPTIVE KRIGING AND ZERO-ORDER ALGORITHMS

Autores: Alessio Faraci, Pierre Beaurepaire, Nicolas Gayton
Publicado en: Proceedings of the 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering, 2023, Página(s) 478-485
Editor: Institute of Structural Analysis and Antiseismic Research National Technical University of Athens
DOI: 10.7712/120223.10351.19782

New insights on reliability analysis for stochastic simulators using surrogate models

Autores: Anderson V. Pires, Maliki Moustapha, Stefano Marelli, Bruno Sudret
Publicado en: ISMA-USD proceedings, 2024
Editor: KU Leuven
DOI: 10.5281/zenodo.14187066

Enhancing Reliability-Based Design Optimization through adaptive Kriging and gradient-free optimization

Autores: Faraci, Alessio; Beaurepaire, Pierre; Gayton, Nicolas
Publicado en: ISMA-USD proceedings, 2024
Editor: KU Leuven Department of Mechanical Engineering
DOI: 10.5281/zenodo.14207477

Physics-Informed Neural Networks to propagate random field properties of composite materials

Autores: Bonnet Eymard, Damien; Persoons, Augustin; Gavallas, Panagiotis; Moens, David; Faes, Matthias G.R.; Stefanou, George
Publicado en: ISMA-USD 2024, Edición 4, 2024
Editor: KU Leuven Mecha(tro)nic System Dynamics (LMSD) department
DOI: 10.5281/zenodo.13907104

Enhanced Scenario Generation for Integrated-Power and Telecommunication Infrastructures Using the RESTART Sampling Technique

Autores: Juan-Pablo Futalef, Francesco Di Maio, Enrico Zio
Publicado en: 6th International Conference on System Reliability and Safety, 2022
Editor: IEEE

A multifidelity framework for grey-box modelling of automated welding processes

Autores: Dodt, Miriam Beatrice; Bogaerts, Lars; Persoons, Augustin; Matthias G.R., Faes; Moens, David
Publicado en: Proceedings of ISMA2024 International Conference on Noise and Vibration Engineering USD2024 International Conference on Uncertainty in Structural Dynamics, Edición 19, 2024
Editor: KU Leuven Department of Mechanical Engineering LMSD (Mecha(tro)nic System Dynamics)

Enhancing development flexibility: a grey-box strategy for adapting to unforeseen adverse conditions

Autores: Ascia, Paolo; Duddeck, Fabian
Publicado en: Proceedings of ISMA/USD2024, 2024, Página(s) 1-14
Editor: ISMA/USD
DOI: 10.5281/zenodo.13933792

A finite element model of component solution space for early stage design uncertainties

Autores: Ascia, Paolo; Kaps, Arne; Daub, Marco; Burmberger, Lukas; Duddeck, Fabian
Publicado en: Proceedings of the ISMA/USD2022 conference, 2022, Página(s) 4678-4686
Editor: ISMA/USD
DOI: 10.5281/zenodo.7584546

Introducing efficient structural reliability methods for stochastic simulators

Autores: Pires, Anderson V.; Moustapha, Maliki; id_orcid0000-0002-1138-4666; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Publicado en: SIAM Conference on Uncertainty Quantification (UQ 2024). Searchable Abstract Document, Edición 11, 2024
Editor: SIAM

Grey-box multifidelity surrogate modelling to combine noisy measurements and computer simulations

Autores: Giannoukou, Katerina; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Publicado en: MASCOT-NUM 2023 Conference, Le Croisic, France, April 3-6, 2023, 2023
Editor: Mascot-Num
DOI: 10.3929/ethz-b-000638593

Comparison of state of the art sampling-based Bayesian Updating techniques

Autores: M. B. Dodt, M. Kitahara, M. Broggi, M. Beer
Publicado en: 8th International Symposium on Reliability Engineering and Risk Management, 2023, Página(s) 59-66
Editor: Research Publishing Services
DOI: 10.3850/978-981-18-5184-1_ms-02-146-cd

ENHANCING TRANSFER LEARNING FOR CRASHWORTHINESS STUDIES UNDER LOW DATA AVAILABILITY THROUGH SPHERE PROJECTION

Autores: Giada Colella, Volker A. Lange, Fabian Duddeck
Publicado en: Proceedings of the 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering, 2023, Página(s) 453-465
Editor: Institute of Structural Analysis and Antiseismic Research National Technical University of Athens
DOI: 10.7712/120223.10349.19593

Accuracy of physics informed neural network used to model the elastic response of a material

Autores: D. Bonnet-Eymard, A. Persoons, M. Faes and D. Moens
Publicado en: ISMA-USD proceedings, 2022
Editor: KU Leuven Department of Mechanical Engineering
DOI: 10.5281/zenodo.7566341

Surrogate-based reliability analysis for noisy models

Autores: Pires, Anderson; Moustapha, Maliki; id_orcid0000-0002-1138-4666; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Publicado en: 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14), Edición 1, 2023
Editor: Trinity College Dublin
DOI: 10.3929/ethz-b-000638957

Review on Python Toolboxes for Kriging Surrogate Modelling

Autores: Alessio Faraci, Pierre Beaurepaire, Nicolas Gayton
Publicado en: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, 2023, Página(s) 854-861
Editor: Research Publishing Services
DOI: 10.3850/978-981-18-5183-4_r16-08-037

Active learning in grey-box models for near-real-time online monitoring of dynamic processes

Autores: Dodt, Miriam B.; Persoons, Augustin; Faes, Matthias G.R.; Moens, David
Publicado en: ISMA/USD proceedings, Edición 2, 2022
Editor: KU Leuven, Department of Mechanical Engineering
DOI: 10.5281/zenodo.7568690

Constructing confidence and prediction intervals for multifidelity surrogate models involving noisy data

Autores: Giannoukou, Katerina; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Publicado en: 5th International Conference on Uncertainty Quantification in Computational Science and Engineering (UNCECOMP 2023), Athens Greece, June 12-14, 2023, 2023
Editor: UNCECOMP
DOI: 10.3929/ethz-b-000638592

Extending multi-fidelity surrogate modelling to stochastic simulators

Autores: Giannoukou, Katerina; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Publicado en: SIAM Conference on Uncertainty Quantification (UQ 2024), 2024
Editor: SIAM

Defining what is a probability of failure for systems modelled by stochastic simulators

Autores: Pires, Anderson; Moustapha, Maliki; id_orcid0000-0002-1138-4666; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Publicado en: Proceedings of the 5th International Conference on Uncertainty Quantification in Computational Science and Engineering (UNCECOMP 2023), Athens, Greece, June 12-14, 2023, Athens, Greece, June 12-14, 2023, Edición 14, 2023
Editor: UNCECOMP
DOI: 10.3929/ethz-b-000638960

Transfer learning for metamodel construction to enable uncertainty quantifications in crash design based on scarce data availability

Autores: Giada Colella, Volker A. Lange, and Fabian Duddeck
Publicado en: ISMA-USD proceedings, 2022
Editor: KU Leuven Department of Mechanical Engineering

An Importance Function to Generate Scenarios for Training a Grey-Box Model for the Computational Risk Assessment of Cyber-Physical Systems

Autores: Juan-Pablo Futalef, Francesco Di Maio, Enrico Zio
Publicado en: Proceeding of the 33rd European Safety and Reliability Conference, 2023, Página(s) 2130-2137
Editor: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p684-cd

Time-Varying Statistics of Oscillators Endowed with Fractional Derivative Elements

Autores: Yi Luo, Pol Spanos
Publicado en: 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14), Edición 9th - 13th of July, 2023, 2023
Editor: Trinity College Dublin
DOI: 10.5281/zenodo.13904692

Response statistics of composite structures with stochastic material properties based on microstructure

Autores: George Stefanou, Dimitrios Savvas, Panagiotis Gavallas, Iason Papaioannou
Publicado en: ISMA-USD proceedings, 2022
Editor: KU Leuven Department of Mechanical Engineering

Unsupervised Representation Learning for Smart Transportation

Autores: Thabang Lebese, Cécile Mattrand, David Clair, Jean-Marc Bourinet, François Deheeger
Publicado en: Lecture Notes in Computer Science, Advances in Intelligent Data Analysis XXII, 2024, Página(s) 15-27, ISBN 978-3-031-58553-1
Editor: Springer Nature Switzerland
DOI: 10.1007/978-3-031-58553-1_2

Mechanical properties of graphene nanoplatelets containing random structural defects

Autores: Panagiotis Gavallas, Dimitrios Savvas, George Stefanou
Publicado en: Mechanics of Materials, Edición 180, 2023, Página(s) 104611, ISSN 0167-6636
Editor: Elsevier BV
DOI: 10.1016/j.mechmat.2023.104611

Robust design optimization of expensive stochastic simulators under lack-of-knowledge

Autores: Conradus van Mierlo; Augustin Persoons; Matthias G. R. Faes; David Moens
Publicado en: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 2023, ISSN 2332-9025
Editor: The American Society of Mechanical Engineers
DOI: 10.1115/1.4056950

Prognostic of lithium-ion batteries using a combination of physical modeling and hybrid multi-layer perceptron particle filter

Autores: Francesco Cancelliere, Sylvain Girard, Jean-Marc Bourinet, Matteo Broggi
Publicado en: Energy Reports, Edición 12, 2024, Página(s) 5863-5874, ISSN 2352-4847
Editor: Elsevier
DOI: 10.1016/j.egyr.2024.11.058

Estimation of Response Expectation Bounds under Parametric P-Boxes by Combining Bayesian Global Optimization with Unscented Transform

Autores: Chen Ding, Chao Dang, Matteo Broggi, Michael Beer
Publicado en: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, Edición 10, 2024, ISSN 2376-7642
Editor: American Society of Civil Engineers
DOI: 10.1061/ajrua6.rueng-1169

A dynamic importance function for accidental scenarios generation by RESTART in the computational risk assessment of cyber-physical infrastructures

Autores: Juan-Pablo Futalef, Francesco Di Maio, Enrico Zio
Publicado en: Reliability Engineering & System Safety, Edición 253, 2024, Página(s) 110538, ISSN 0951-8320
Editor: Elsevier BV
DOI: 10.1016/j.ress.2024.110538

Crashworthiness Analysis: Exploiting Information of Developed Products With Control Variates

Autores: Giada Colella, Marcos A. Valdebenito, Fabian Duddeck, Volker A. Lange, Matthias Faes
Publicado en: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, Edición 10, 2024, ISSN 2332-9017
Editor: ASME
DOI: 10.1115/1.4066079

Uncertainty-Aware Multifidelity Surrogate Modeling with Noisy Data

Autores: Katerina Giannoukou, Stefano Marelli, Bruno Sudret
Publicado en: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, Edición 11, 2025, ISSN 2376-7642
Editor: American Society of Civil Engineers (ASCE)
DOI: 10.1061/ajrua6.rueng-1441

The effect of random field parameter uncertainty on the response variability of composite structures

Autores: George Stefanou; Dimitrios Savvas; Panagiotis Gavallas; Iason Papaioannou
Publicado en: Composites Part C: Open Access, Edición 3, 2022, ISSN 2666-6820
Editor: Elsevier BV
DOI: 10.1016/j.jcomc.2022.100324

First-passage probability estimation of high-dimensional nonlinear stochastic dynamic systems by a fractional moments-based mixture distribution approach

Autores: Chen Ding; Chao Dang; Marcos A. Valdebenito; Matthias G.R. Faes; Matteo Broggi; Michael Beer
Publicado en: Mechanical Systems and Signal Processing (2022), Edición 08883270, 2022, ISSN 0888-3270
Editor: Academic Press
DOI: 10.48550/arxiv.2210.04715

Digital twins in safety analysis, risk assessment and emergency management

Autores: Enrico Zio, Leonardo Miqueles
Publicado en: Reliability Engineering & System Safety, Edición 246, 2024, Página(s) 110040, ISSN 0951-8320
Editor: Elsevier BV
DOI: 10.1016/j.ress.2024.110040

CNN-based prediction of microstructure-derived random property fields of composite materials

Autores: Panagiotis Gavallas, George Stefanou, Dimitrios Savvas, Cécile Mattrand, Jean-Marc Bourinet
Publicado en: Computer Methods in Applied Mechanics and Engineering, Edición 430, 2024, Página(s) 117207, ISSN 0045-7825
Editor: Elsevier BV
DOI: 10.1016/j.cma.2024.117207

Reliability analysis for non-deterministic limit-states using stochastic emulators

Autores: Anderson V. Pires, Maliki Moustapha, Stefano Marelli, Bruno Sudret
Publicado en: Structural Safety, Edición 117, 2025, Página(s) 102621, ISSN 0167-4730
Editor: Elsevier BV
DOI: 10.1016/j.strusafe.2025.102621

Transfer learning for crash design

Autores: Giada Colella, Volker A. Lange, Fabian Duddeck
Publicado en: Discover Mechanical Engineering, Edición 3, 2024, ISSN 2731-6564
Editor: Springer
DOI: 10.1007/s44245-024-00059-2

Increasing design flexibility by manually adapting the solution space for crashworthiness

Autores: Paolo Ascia, Volker A. Lange, Fabian Duddeck
Publicado en: Journal of Mathematics in Industry, Edición 13, 2023, ISSN 2190-5983
Editor: Springer Verlag
DOI: 10.1186/s13362-023-00137-2

Sampling and active learning methods for network reliability estimation using K-terminal spanning tree

Autores: Chen Ding, Pengfei Wei, Yan Shi, Jinxing Liu, Matteo Broggi, Michael Beer
Publicado en: Reliability Engineering & System Safety, Edición 250, 2024, Página(s) 110309, ISSN 0951-8320
Editor: Elsevier BV
DOI: 10.1016/j.ress.2024.110309

Reliability analysis for data-driven noisy models using active learning

Autores: Anderson V. Pires, Maliki Moustapha, Stefano Marelli, Bruno Sudret
Publicado en: Structural Safety, Edición 112, 2024, Página(s) 102543, ISSN 0167-4730
Editor: Elsevier BV
DOI: 10.1016/j.strusafe.2024.102543

A new reliability method combining adaptive Kriging and active variance reduction using multiple importance sampling

Autores: Augustin Persoons, Pengfei Wei, Matteo Broggi, Michael Beer
Publicado en: Structural and Multidisciplinary Optimization, Edición 66, 2023, ISSN 1615-147X
Editor: Springer Verlag
DOI: 10.1007/s00158-023-03598-6

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