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

Informacje na temat projektu

GREYDIENT

Identyfikator umowy o grant: 955393

DOI

10.3030/955393

Projekt został zamknięty

Data podpisania przez KE 19 Sierpnia 2020

Data rozpoczęcia 1 Stycznia 2021

Data zakończenia 31 Grudnia 2024

Finansowanie w ramach

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Koszt całkowity

€ 3 938 269,68

Wkład UE

€ 3 938 269,68

Koordynowany przez

KATHOLIEKE UNIVERSITEIT LEUVEN
Belgium

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Documents, reports (3)

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

Other (2)

USD2022 special GREYDIENT session

Special GREYDIENT session during ISMA-USD2022

Symposium

GREYDIENT symposium, as described in the proposal

Websites, patent fillings, videos etc. (4)

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

Publikacje

Conference proceedings (42)

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

Autorzy: Katerina Giannoukou, Paolo Ascia, Stefano Marelli, Fabian Duddeck and Bruno Sudret
Opublikowane w: ISMA-USD Proceedings, 2024
Wydawca: KU Leuven Department of Mechanical Engineering

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

Autorzy: Juan-Pablo Futalef, Francesco Di Maio, Enrico Zio
Opublikowane w: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, 2023, Strona(/y) 2757-2764
Wydawca: 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

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

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

Autorzy: Francesco Cancelliere, Sylvain Girard, Jean-Marc Bourinet, Matteo Broggi
Opublikowane w: Annual Conference of the PHM Society, Numer 15, 2023, ISSN 2325-0178
Wydawca: PHM Society
DOI: 10.36001/phmconf.2023.v15i1.3506

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

Autorzy: Gavallas, Panagiotis; Tsivolas, Eleftherios; Stefanou, George
Opublikowane w: EUROMECH Colloquium 642, 2024
Wydawca: Sapienza University of Rome
DOI: 10.5281/zenodo.14033483

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

Autorzy: Chen Ding, Chao Dang, Matteo Broggi, Michael Beer
Opublikowane w: 8th International Symposium on Reliability Engineering and Risk Management, Numer 4th - 7th September, 2022, 2023, Strona(/y) 40-46
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-5184-1_ms-01-175-cd

The effect of noise on reliability analysis

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

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

Autorzy: Lebese, Thabang
Opublikowane w: Proc. 16 th International Conference on Agents and Artificial Intelligence (ICAART 2024), 2024, Strona(/y) 12
Wydawca: ICAART
DOI: 10.5281/zenodo.13735693

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

Autorzy: Leonardo Miqueles, Ibrahim Ahmed, Francesco Di Maio, Enrico Zio
Opublikowane w: Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), Numer 28th of August – 1st of September, 2022, 2022
Wydawca: Research Publishing

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

Autorzy: Persoons, Augustin; Wei, Pengfei; Bogaerts, Lars; Moens, David; Broggi, Matteo; Beer, Michael
Opublikowane w: USD 2022, Numer 3, 2023
Wydawca: 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

Autorzy: Chen Ding, Chao Dang, Matteo Broggi, Michael Beer
Opublikowane w: 14th International Conference on Applications of Statistics and Probability in Civil Engineering, Numer 9th - 13th of July 2023, 2023
Wydawca: Trinity College Dublin
DOI: 10.5281/zenodo.10220655

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

Autorzy: Miriam B. Dodt, Augustin Persoons, Matthias G. R. Faes, David Moens
Opublikowane w: 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
Wydawca: 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

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

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

Autorzy: Panagiotis Gavallas, Dimitrios Savvas, George Stefanou
Opublikowane w: 14th International Conference on Applications of Statistics and Probability in Civil Engineering, Numer 9th - 13th July 2023, 2023
Wydawca: Trinity College Dublin
DOI: 10.5281/zenodo.10906215

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

Autorzy: Giada Colella, Volker A. Lange, and Fabian Duddeck
Opublikowane w: ISMA-USD proceedings, 2024
Wydawca: KU Leuven Department of Mechanical Engineering

Multifidelity surrogate modelling with noisy grey-box models

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

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

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

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

Autorzy: Paolo Ascia, Matthias G. R. Faes, Fabian Duddeck
Opublikowane w: 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, Strona(/y) 466-477
Wydawca: 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

Autorzy: Juan-Pablo Futalef, Francesco Di Maio, Enrico Zio
Opublikowane w: 8th International Conference on System Reliability and Safety, 2024
Wydawca: IEEE

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

Autorzy: Alessio Faraci, Pierre Beaurepaire, Nicolas Gayton
Opublikowane w: 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, Strona(/y) 478-485
Wydawca: 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

Autorzy: Anderson V. Pires, Maliki Moustapha, Stefano Marelli, Bruno Sudret
Opublikowane w: ISMA-USD proceedings, 2024
Wydawca: KU Leuven
DOI: 10.5281/zenodo.14187066

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

Autorzy: Faraci, Alessio; Beaurepaire, Pierre; Gayton, Nicolas
Opublikowane w: ISMA-USD proceedings, 2024
Wydawca: KU Leuven Department of Mechanical Engineering
DOI: 10.5281/zenodo.14207477

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

Autorzy: Bonnet Eymard, Damien; Persoons, Augustin; Gavallas, Panagiotis; Moens, David; Faes, Matthias G.R.; Stefanou, George
Opublikowane w: ISMA-USD 2024, Numer 4, 2024
Wydawca: 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

Autorzy: Juan-Pablo Futalef, Francesco Di Maio, Enrico Zio
Opublikowane w: 6th International Conference on System Reliability and Safety, 2022
Wydawca: IEEE

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

Autorzy: Dodt, Miriam Beatrice; Bogaerts, Lars; Persoons, Augustin; Matthias G.R., Faes; Moens, David
Opublikowane w: Proceedings of ISMA2024 International Conference on Noise and Vibration Engineering USD2024 International Conference on Uncertainty in Structural Dynamics, Numer 19, 2024
Wydawca: 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

Autorzy: Ascia, Paolo; Duddeck, Fabian
Opublikowane w: Proceedings of ISMA/USD2024, 2024, Strona(/y) 1-14
Wydawca: ISMA/USD
DOI: 10.5281/zenodo.13933792

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

Autorzy: Ascia, Paolo; Kaps, Arne; Daub, Marco; Burmberger, Lukas; Duddeck, Fabian
Opublikowane w: Proceedings of the ISMA/USD2022 conference, 2022, Strona(/y) 4678-4686
Wydawca: ISMA/USD
DOI: 10.5281/zenodo.7584546

Introducing efficient structural reliability methods for stochastic simulators

Autorzy: Pires, Anderson V.; Moustapha, Maliki; id_orcid0000-0002-1138-4666; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Opublikowane w: SIAM Conference on Uncertainty Quantification (UQ 2024). Searchable Abstract Document, Numer 11, 2024
Wydawca: SIAM

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

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

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

Autorzy: M. B. Dodt, M. Kitahara, M. Broggi, M. Beer
Opublikowane w: 8th International Symposium on Reliability Engineering and Risk Management, 2023, Strona(/y) 59-66
Wydawca: 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

Autorzy: Giada Colella, Volker A. Lange, Fabian Duddeck
Opublikowane w: 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, Strona(/y) 453-465
Wydawca: 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

Autorzy: D. Bonnet-Eymard, A. Persoons, M. Faes and D. Moens
Opublikowane w: ISMA-USD proceedings, 2022
Wydawca: KU Leuven Department of Mechanical Engineering
DOI: 10.5281/zenodo.7566341

Surrogate-based reliability analysis for noisy models

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

Review on Python Toolboxes for Kriging Surrogate Modelling

Autorzy: Alessio Faraci, Pierre Beaurepaire, Nicolas Gayton
Opublikowane w: Book of Extended Abstracts for the 32nd European Safety and Reliability Conference, 2023, Strona(/y) 854-861
Wydawca: 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

Autorzy: Dodt, Miriam B.; Persoons, Augustin; Faes, Matthias G.R.; Moens, David
Opublikowane w: ISMA/USD proceedings, Numer 2, 2022
Wydawca: KU Leuven, Department of Mechanical Engineering
DOI: 10.5281/zenodo.7568690

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

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

Extending multi-fidelity surrogate modelling to stochastic simulators

Autorzy: Giannoukou, Katerina; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Opublikowane w: SIAM Conference on Uncertainty Quantification (UQ 2024), 2024
Wydawca: SIAM

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

Autorzy: Pires, Anderson; Moustapha, Maliki; id_orcid0000-0002-1138-4666; Marelli, Stefano; id_orcid0000-0002-9268-9014; Sudret, Bruno; id_orcid0000-0002-9501-7395
Opublikowane w: 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, Numer 14, 2023
Wydawca: UNCECOMP
DOI: 10.3929/ethz-b-000638960

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

Autorzy: Giada Colella, Volker A. Lange, and Fabian Duddeck
Opublikowane w: ISMA-USD proceedings, 2022
Wydawca: 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

Autorzy: Juan-Pablo Futalef, Francesco Di Maio, Enrico Zio
Opublikowane w: Proceeding of the 33rd European Safety and Reliability Conference, 2023, Strona(/y) 2130-2137
Wydawca: Research Publishing Services
DOI: 10.3850/978-981-18-8071-1_p684-cd

Time-Varying Statistics of Oscillators Endowed with Fractional Derivative Elements

Autorzy: Yi Luo, Pol Spanos
Opublikowane w: 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14), Numer 9th - 13th of July, 2023, 2023
Wydawca: Trinity College Dublin
DOI: 10.5281/zenodo.13904692

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

Autorzy: George Stefanou, Dimitrios Savvas, Panagiotis Gavallas, Iason Papaioannou
Opublikowane w: ISMA-USD proceedings, 2022
Wydawca: KU Leuven Department of Mechanical Engineering

Book chapters (1)

Unsupervised Representation Learning for Smart Transportation

Autorzy: Thabang Lebese, Cécile Mattrand, David Clair, Jean-Marc Bourinet, François Deheeger
Opublikowane w: Lecture Notes in Computer Science, Advances in Intelligent Data Analysis XXII, 2024, Strona(/y) 15-27, ISBN 978-3-031-58553-1
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-58553-1_2

Peer reviewed articles (17)

Mechanical properties of graphene nanoplatelets containing random structural defects

Autorzy: Panagiotis Gavallas, Dimitrios Savvas, George Stefanou
Opublikowane w: Mechanics of Materials, Numer 180, 2023, Strona(/y) 104611, ISSN 0167-6636
Wydawca: Elsevier BV
DOI: 10.1016/j.mechmat.2023.104611

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

Autorzy: Conradus van Mierlo; Augustin Persoons; Matthias G. R. Faes; David Moens
Opublikowane w: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 2023, ISSN 2332-9025
Wydawca: 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

Autorzy: Francesco Cancelliere, Sylvain Girard, Jean-Marc Bourinet, Matteo Broggi
Opublikowane w: Energy Reports, Numer 12, 2024, Strona(/y) 5863-5874, ISSN 2352-4847
Wydawca: 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

Autorzy: Chen Ding, Chao Dang, Matteo Broggi, Michael Beer
Opublikowane w: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, Numer 10, 2024, ISSN 2376-7642
Wydawca: 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

Autorzy: Juan-Pablo Futalef, Francesco Di Maio, Enrico Zio
Opublikowane w: Reliability Engineering & System Safety, Numer 253, 2024, Strona(/y) 110538, ISSN 0951-8320
Wydawca: Elsevier BV
DOI: 10.1016/j.ress.2024.110538

Crashworthiness Analysis: Exploiting Information of Developed Products With Control Variates

Autorzy: Giada Colella, Marcos A. Valdebenito, Fabian Duddeck, Volker A. Lange, Matthias Faes
Opublikowane w: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, Numer 10, 2024, ISSN 2332-9017
Wydawca: ASME
DOI: 10.1115/1.4066079

Uncertainty-Aware Multifidelity Surrogate Modeling with Noisy Data

Autorzy: Katerina Giannoukou, Stefano Marelli, Bruno Sudret
Opublikowane w: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, Numer 11, 2025, ISSN 2376-7642
Wydawca: 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

Autorzy: George Stefanou; Dimitrios Savvas; Panagiotis Gavallas; Iason Papaioannou
Opublikowane w: Composites Part C: Open Access, Numer 3, 2022, ISSN 2666-6820
Wydawca: 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

Autorzy: Chen Ding; Chao Dang; Marcos A. Valdebenito; Matthias G.R. Faes; Matteo Broggi; Michael Beer
Opublikowane w: Mechanical Systems and Signal Processing (2022), Numer 08883270, 2022, ISSN 0888-3270
Wydawca: Academic Press
DOI: 10.48550/arxiv.2210.04715

Digital twins in safety analysis, risk assessment and emergency management

Autorzy: Enrico Zio, Leonardo Miqueles
Opublikowane w: Reliability Engineering & System Safety, Numer 246, 2024, Strona(/y) 110040, ISSN 0951-8320
Wydawca: Elsevier BV
DOI: 10.1016/j.ress.2024.110040

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

Autorzy: Panagiotis Gavallas, George Stefanou, Dimitrios Savvas, Cécile Mattrand, Jean-Marc Bourinet
Opublikowane w: Computer Methods in Applied Mechanics and Engineering, Numer 430, 2024, Strona(/y) 117207, ISSN 0045-7825
Wydawca: Elsevier BV
DOI: 10.1016/j.cma.2024.117207

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

Autorzy: Anderson V. Pires, Maliki Moustapha, Stefano Marelli, Bruno Sudret
Opublikowane w: Structural Safety, Numer 117, 2025, Strona(/y) 102621, ISSN 0167-4730
Wydawca: Elsevier BV
DOI: 10.1016/j.strusafe.2025.102621

Transfer learning for crash design

Autorzy: Giada Colella, Volker A. Lange, Fabian Duddeck
Opublikowane w: Discover Mechanical Engineering, Numer 3, 2024, ISSN 2731-6564
Wydawca: Springer
DOI: 10.1007/s44245-024-00059-2

Increasing design flexibility by manually adapting the solution space for crashworthiness

Autorzy: Paolo Ascia, Volker A. Lange, Fabian Duddeck
Opublikowane w: Journal of Mathematics in Industry, Numer 13, 2023, ISSN 2190-5983
Wydawca: Springer Verlag
DOI: 10.1186/s13362-023-00137-2

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

Autorzy: Chen Ding, Pengfei Wei, Yan Shi, Jinxing Liu, Matteo Broggi, Michael Beer
Opublikowane w: Reliability Engineering & System Safety, Numer 250, 2024, Strona(/y) 110309, ISSN 0951-8320
Wydawca: Elsevier BV
DOI: 10.1016/j.ress.2024.110309

Reliability analysis for data-driven noisy models using active learning

Autorzy: Anderson V. Pires, Maliki Moustapha, Stefano Marelli, Bruno Sudret
Opublikowane w: Structural Safety, Numer 112, 2024, Strona(/y) 102543, ISSN 0167-4730
Wydawca: Elsevier BV
DOI: 10.1016/j.strusafe.2024.102543

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

Autorzy: Augustin Persoons, Pengfei Wei, Matteo Broggi, Michael Beer
Opublikowane w: Structural and Multidisciplinary Optimization, Numer 66, 2023, ISSN 1615-147X
Wydawca: Springer Verlag
DOI: 10.1007/s00158-023-03598-6