Archivio Istituzionale della RicercaPEDRONI, NICOLA
PEDRONI, NICOLA
Dipartimento Energia
044224
Nuclear Systems Safety Analysis by Artificial Intelligence, Meta-Modeling and Adaptive Simulation
2023 Di Maio, Francesco; Pedroni, Nicola; Zio, Enrico
Robust Ensemble of Computational Techniques for the Detection of Outliers in the Inverse Uncertainty Quantification with Limited Data
2023 Pedroni, Nicola
Stacked Sparse Autoencoders and Classical Artificial Neural Networks for the Inverse Uncertainty Quantification of Dynamic Engineering Systems Models
2023 Pedroni, Nicola
A non-intrusive reduced order model for neutronic transient analyses of the ALFRED reactor
2021 Abrate, Nicolo'; Dulla, Sandra; Pedroni, Nicola; Ravetto, Piero
A non-intrusive reduced order model for light water reactor core stability analysis
2020 Abrate, N.; Dulla, S.; Pedroni, N.
Advanced methods for loss-of-flow accident precursors identification in a superconducting magnet cryogenic cooling circuit
2020 Destino, V.; Bonifetto, R.; Pedroni, N.; Savoldi, L.; Di Maio, F.; Zio, E.; Zio, E.
Computational methods for system optimization under uncertainty
2020 Pedroni, N.
Functional safety assessment of a liquid metal divertor for the European demo tokamak
2020 Nallo, G. F.; Pedroni, N.; Uggenti, A. C.; Carpignano, A.; Zanino, R.
Integrated deterministic and probabilistic safety assessment of the cooling circuit of a superconducting magnet for nuclear fusion applications
2018 Bellaera, R.; Bonifetto, R.; Pedroni, N.; Savoldi, L.; Zanino, R.; DI MAIO, Francesco; Zio, E.
A hierarchical tree-based decision making approach for assessing the trustworthiness of risk assessment models
2017 Bani-Mustafa, T.; Pedroni, N.; Zio, E.; Vasseur, D.; Beaudouin, F.
Adaptive artificial neural networks for seismic fragility analysis
2017 Wang, Zhiyi; Zentner, Irmela; Pedroni, Nicola; Zio, Enrico
Computation of Seismic Fragility Curves Using Artificial Neural Network Metamodels
2017 Wang, Zhiyi; Pedroni, Nicola; Zentner, Irmela; Zio, Enrico
Dimensionality reduction of the resilience model of a critical infrastructure network by means of elementary effects sensitivity analysis
2017 Turati, P.; Pedroni, Nicola; Zio, E.
An entropy-driven method for exploring extreme and unexpected accident scenarios in the risk assessment of dynamic engineered systems
2015 Turati, P; Pedroni, Nicola; Zio, E.
Application of metamodel-based techniques for the efficient seismic analysis of structural systems
2015 Ferrario, E; Pedroni, Nicola; Zio, E; Lopez Caballero, F.
Estimating the small failure probability of a nuclear passive safety system by means of an efficient Adaptive Metamodel-based Sampling method
2015 Pedroni, Nicola; Zio, E.
Analysis of the robustness of critical infrastructures within a multistate systems-of-systems framework in the presence of epistemic uncertainties
2014 Ferrario, E.; Pedroni, Nicola; Zio, E.
Bayesian probabilistic analysis of a nuclear power plant small loss of coolant event tree model with possibilistic parameters
2014 Lo, Chung Kung; Pedroni, Nicola; Zio, E.
Bayesian update of the parameters of probability distributions for risk assessment in a two-level hybrid probabilistic-possibilistic uncertainty framework
2014 Pedroni, Nicola; Zio, E; Pasanisi, A; Couplet, M.
Comparing Topological and Physical Approaches to Network Modeling for the Optimization of Failure-Resilient Electrical Infrastructures
2014 Fang, Yi Ping; Pedroni, Nicola; Zio, Enrico
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Nuclear Systems Safety Analysis by Artificial Intelligence, Meta-Modeling and Adaptive Simulation / Di Maio, Francesco; Pedroni, Nicola; Zio, Enrico. - ELETTRONICO. - (2023), pp. 1-1. (Intervento presentato al convegno PSAM 2023 Topical Conference on AI and Risk Analysis for Probabilistic Safety/Security Assessment and Management tenutosi a Urbana-Champaign (Illinois, USA) nel October 23-25, 2023). | 1-gen-2023 | Di Maio, FrancescoPedroni, NicolaZio, Enrico | rev_Nuclear Systems Safety Analysis by Artificial Intelligence Meta-Modeling and Adaptive Simulation - v2.pdf |
| Robust Ensemble of Computational Techniques for the Detection of Outliers in the Inverse Uncertainty Quantification with Limited Data / Pedroni, Nicola. - ELETTRONICO. - (2023), pp. 19647-19647. (Intervento presentato al convegno UNCECOMP 2023 5 th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering tenutosi a Athens, Greece nel 12-14 June 2023). | 1-gen-2023 | Pedroni, Nicola | - |
| Stacked Sparse Autoencoders and Classical Artificial Neural Networks for the Inverse Uncertainty Quantification of Dynamic Engineering Systems Models / Pedroni, Nicola. - ELETTRONICO. - (2023), pp. 1-8. (Intervento presentato al convegno 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14) tenutosi a Dublino nel 9-13 July 2023). | 1-gen-2023 | Pedroni, Nicola | - |
| A non-intrusive reduced order model for neutronic transient analyses of the ALFRED reactor / Abrate, Nicolo'; Dulla, Sandra; Pedroni, Nicola; Ravetto, Piero. - ELETTRONICO. - (2021), pp. 489-498. (Intervento presentato al convegno Mathematics & Computation (M&C) 2021 tenutosi a Virtual Meeting). | 1-gen-2021 | Nicolo AbrateSandra DullaNicola PedroniPiero Ravetto | proc_v_n_pp489-498.pdf; M_C_2021.pdf |
| A non-intrusive reduced order model for light water reactor core stability analysis / Abrate, N.; Dulla, S.; Pedroni, N.. - ELETTRONICO. - (2020), pp. 4946-4952. (Intervento presentato al convegno 30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM 2020 tenutosi a Venice (Italy) nel 2020). | 1-gen-2020 | Abrate N.Dulla S.Pedroni N. | 4448.pdf |
| Advanced methods for loss-of-flow accident precursors identification in a superconducting magnet cryogenic cooling circuit / Destino, V.; Bonifetto, R.; Pedroni, N.; Savoldi, L.; Di Maio, F.; Zio, E.; Zio, E.. - ELETTRONICO. - (2020), pp. 2303-2310. (Intervento presentato al convegno 30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM 2020 tenutosi a ita nel 2020). | 1-gen-2020 | Destino V.Bonifetto R.Pedroni N.Savoldi L.Zio E. + | 5064.pdf |
| Computational methods for system optimization under uncertainty / Pedroni, N.. - ELETTRONICO. - (2020), pp. 1119-1126. (Intervento presentato al convegno 30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM 2020 tenutosi a Venice (Italy) nel 2020). | 1-gen-2020 | Pedroni N. | 5536.pdf |
| Functional safety assessment of a liquid metal divertor for the European demo tokamak / Nallo, G. F.; Pedroni, N.; Uggenti, A. C.; Carpignano, A.; Zanino, R.. - ELETTRONICO. - (2020), pp. 750-750. (Intervento presentato al convegno 30th European Safety and Reliability Conference, ESREL 2020 and 15th Probabilistic Safety Assessment and Management Conference, PSAM15 2020 tenutosi a Venice (Italy) nel 2020) [10.3850/978-981-14-8593-0_4607-cd]. | 1-gen-2020 | Nallo G. F.Pedroni N.Uggenti A. C.Carpignano A.Zanino R. | 4607.pdf |
| Integrated deterministic and probabilistic safety assessment of the cooling circuit of a superconducting magnet for nuclear fusion applications / Bellaera, R.; Bonifetto, R.; Pedroni, N.; Savoldi, L.; Zanino, R.; DI MAIO, Francesco; Zio, E.. - CD-ROM. - (2018), pp. 2161-2168. (Intervento presentato al convegno 28th International European Safety and Reliability Conference, ESREL 2018 tenutosi a Trondheim (Norvegia) nel June 17-21, 2018) [10.1201/9781351174664-271]. | 1-gen-2018 | Bonifetto R.Pedroni N.Savoldi L.Zanino R.DI MAIO, FRANCESCOZio E. + | P16_2018_ESREL_IDPSA_CSM.pdf |
| A hierarchical tree-based decision making approach for assessing the trustworthiness of risk assessment models / Bani-Mustafa, T.; Pedroni, N.; Zio, E.; Vasseur, D.; Beaudouin, F.. - CD-ROM. - (2017), pp. 314-323. (Intervento presentato al convegno 2017 International Topical Meeting on Probabilistic Safety Assessment and Analysis (PSA 2017) tenutosi a Pittsburgh, PA, USA nel September 24-28, 2017). | 1-gen-2017 | N. PedroniE. Zio + | - |
| Adaptive artificial neural networks for seismic fragility analysis / Wang, Zhiyi; Zentner, Irmela; Pedroni, Nicola; Zio, Enrico. - (2017), pp. 414-420. (Intervento presentato al convegno 2nd International Conference on System Reliability and Safety (ICSRS) tenutosi a Milan, ITALY nel DEC 20-22, 2017) [10.1109/ICSRS.2017.8272857]. | 1-gen-2017 | Pedroni, NicolaZio, Enrico + | - |
| Computation of Seismic Fragility Curves Using Artificial Neural Network Metamodels / Wang, Zhiyi; Pedroni, Nicola; Zentner, Irmela; Zio, Enrico. - (2017), pp. 1525-1534. (Intervento presentato al convegno 12th International Conference on Structural Safety and Reliability (ICOSSAR) 2017 tenutosi a Wien, Austria nel 6–10 August 2017). | 1-gen-2017 | Nicola PedroniEnrico Zio + | - |
| Dimensionality reduction of the resilience model of a critical infrastructure network by means of elementary effects sensitivity analysis / Turati, P.; Pedroni, Nicola; Zio, E.. - (2017), pp. 2797-2804. (Intervento presentato al convegno 26th European Safety and Reliability Conference, ESREL 2016 tenutosi a Glasgow, United Kingdom nel 25-29 September 2016) [10.1201/9781315374987-425]. | 1-gen-2017 | PEDRONI, NICOLA + | - |
| An entropy-driven method for exploring extreme and unexpected accident scenarios in the risk assessment of dynamic engineered systems / Turati, P; Pedroni, Nicola; Zio, E.. - (2015), pp. 761-769. (Intervento presentato al convegno 25th European Safety and Reliability Conference, ESREL 2015 tenutosi a Zurich, Switzerland nel 7-10 September 2015) [10.1201/b19094-102]. | 1-gen-2015 | PEDRONI, NICOLA + | - |
| Application of metamodel-based techniques for the efficient seismic analysis of structural systems / Ferrario, E; Pedroni, Nicola; Zio, E; Lopez Caballero, F.. - (2015), pp. 1193-1200. (Intervento presentato al convegno 25th European Safety and Reliability Conference, ESREL 2015 tenutosi a Zurich, Switzerland nel 7-10 September 2015) [10.1201/b19094-157]. | 1-gen-2015 | PEDRONI, NICOLA + | - |
| Estimating the small failure probability of a nuclear passive safety system by means of an efficient Adaptive Metamodel-based Sampling method / Pedroni, Nicola; Zio, E.. - (2015), pp. 1853-1861. (Intervento presentato al convegno 25th European Safety and Reliability Conference, ESREL 2015 tenutosi a Zurich, Switzerland nel 7-10 September 2015) [10.1201/b19094-241]. | 1-gen-2015 | PEDRONI, NICOLA + | - |
| Analysis of the robustness of critical infrastructures within a multistate systems-of-systems framework in the presence of epistemic uncertainties / Ferrario, E.; Pedroni, Nicola; Zio, E.. - (2014), pp. 715-724. (Intervento presentato al convegno 2nd International Conference on Vulnerability and Risk Analysis and Management, ICVRAM 2014 and the 6th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2014 tenutosi a Liverpool, UK nel 13-16 July 2014) [10.1061/9780784413609.073]. | 1-gen-2014 | PEDRONI, NICOLA + | - |
| Bayesian probabilistic analysis of a nuclear power plant small loss of coolant event tree model with possibilistic parameters / Lo, Chung Kung; Pedroni, Nicola; Zio, E.. - (2014), pp. 3321-3328. (Intervento presentato al convegno European Safety and Reliability Conference, ESREL 2013 tenutosi a Amsterdam, The Netherlands nel 29 September-2 October 2013) [10.1201/b15938-505]. | 1-gen-2014 | PEDRONI, NICOLA + | - |
| Bayesian update of the parameters of probability distributions for risk assessment in a two-level hybrid probabilistic-possibilistic uncertainty framework / Pedroni, Nicola; Zio, E; Pasanisi, A; Couplet, M.. - (2014), pp. 3295-3302. (Intervento presentato al convegno European Safety and Reliability Conference, ESREL 2013 tenutosi a Amsterdam, The Netherlands nel 29 September-2 October 2013) [10.1201/b15938-501]. | 1-gen-2014 | PEDRONI, NICOLA + | - |
| Comparing Topological and Physical Approaches to Network Modeling for the Optimization of Failure-Resilient Electrical Infrastructures / Fang, Yi Ping; Pedroni, Nicola; Zio, Enrico. - (2014), pp. 725-735. (Intervento presentato al convegno 2nd International Conference on Vulnerability and Risk Analysis and Management, ICVRAM 2014 and the 6th International Symposium on Uncertainty Modeling and Analysis, ISUMA 2014 tenutosi a Liverpool, UK nel 13-16 July 2014) [10.1061/9780784413609.074]. | 1-gen-2014 | PEDRONI, NICOLA + | - |