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Riccardo Rossi

universitat politecnica de catalunya

26H-index
159Paper Count
2.4KCitation Count
Published Papers 35
Publication Date
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Correction: Research on curing reaction kinetics and curing process of hydroxy-terminated polybutadiene (HTPB) propellants
errScientific Reports
IF3.9
err2026-05-06
err0
errOAAI
errZhiming Guo; Yiliang Wang; Michele Chiumenti; Yuheng Wu; Shaocong Zhen; Hanwen Liu; Riccardo Rossi; Xiaolong Fu
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On the Use of Autoencoders to Study the Dynamics and the Causality Relations of Complex Systems with Applications to Nuclear Fusion
errComputer Physics Communications
IF3.4
err2025-12-04
err0
errOAAI
errR. Rossi; A. Murari; T. Craciunescu; N. Rutigliano; I. Wyss; J. Vega; P. Gaudio; M. Gelfusa
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Preliminary study for a machine learning model for GENeuSIS
errFusion Engineering and Design
IF2
err2025-12-01
err0
errOAAI
errDamiano, M.; Villari, R.; Colangeli, A.; Flammini, D.; Fonnesu, N.; Gaudio, P.; Lungaroni, M.; Moro, F.; Noce, S.; Previti, A.; Rossi, R.
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A novel approach to random and systematic denoising using Gemini AutoEncoder
errPHYSICA SCRIPTA
IF2.6
err2025-12-01
err0
PREAI
errRutigliano, Novella; Rossi, Riccardo; Gaudio, Pasquale
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Summary of the 5th IAEA technical meeting on fusion data processing; validation and analysis (FDPVA)
errNuclear Fusion
IF4
err2025-11-27
err0
errOAAI
errM. Xu; D. Mazon; M. Barbarino; W. Biel; R.M. Churchill; R. Fischer; K. Fujii; P. Jain; A. Murari; S.D. Pinches; P. Rodriguez-Fernandez; J. Stillerman; J. Vega; G. Verdoolaege; M. Yokoyama; P. Abreu; S. Ahmed; J. Alhage; F. Almuhisen; M. Bergmann; D. Pereira Botelho; L. Caputo; S. Carli; R. Castro; T. Craciunescu; F. Deeba; F. Esquembre; K. Giil; Y. Gu; J. Hall; J. Hollocombe; X. Huang; A. Jardin; R. Jorge; Y. Li; Y. Liu; S. McIntosh; E. Peluso; R. Rossi; M. Ruiz; J. De Rycke; M. Schneider; M. Sertoli; A. Puig Sitjes; D. Stieglitz; Y. Tan; H. Weisen; H. Wu; I. Wyss; L. Zang
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Spatially-resolved fluorescence (SRF) and deep-learning algorithms for the measurement of agents’ concentrations
errMachine Learning: Science and Technology
IF0
err2025-11-05
err0
errOAAI
errA Puleio; R Rossi; J Grzesiak; A Walter; F Duschek; P Gaudio
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Informed machine learning to reconcile interpretability with fidelity in scientific applications
errArtificial Intelligence Review
IF13.9
err2025-07-19
err0
errOAAI
errAndrea Murari; Riccardo Rossi; Luca Spolladore; Ivan Wyss; Michela Gelfusa
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Time-resolved, physics-informed neural networks for tokamak total emission reconstruction and modelling
errNUCLEAR FUSION
IF4
err2025-02-19
err0
errOAAI
errRossi, R.; Murari, A.; Craciunescu, T.; Wyss, I.; Mazon, D.; Pau, A.; Costantini, A.; Gelfusa, M.
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A control oriented strategy of disruption prediction to avoid the configuration collapse of tokamak reactors
errNATURE COMMUNICATIONS
IF15.7
err2024-03-18
err3
errOAAI
errMurari, Andrea; Rossi, Riccardo; Craciunescu, Teddy; Vega, Jesus; JET Contributors; Gelfusa, Michela
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A hybrid physics/data-driven logic to detect, classify, and predict anomalies and disruptions in tokamak plasmas
errNUCLEAR FUSION
IF4
err2024-02-27
err4
errOAAI
errRossi, R.; Gelfusa, M.; Craciunescu, T.; Wyss, I.; Vega, J.; Murari, A.
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On the potential of physics-informed neural networks to solve inverse problems in tokamaks
errNUCLEAR FUSION
IF4
err2023-11-07
err11
errOAAI
errRossi, Riccardo; Gelfusa, Michela; Murari, Andrea
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Effects of environmental conditions on COVID-19 morbidity as an example of multicausality: a multi-city case study in Italy
errFRONTIERS IN PUBLIC HEALTH
IF3.4
err2023-10-25
err1
errOAAI
errMurari, Andrea; Gelfusa, Michela; Craciunescu, Teddy; Gelfusa, Claudio; Gaudio, Pasquale; Bovesecchi, Gianluigi; Rossi, Riccardo
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A practical utility-based but objective approach to model selection for regression in scientific applications
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2023-10-05
err2
errOAAI
errMurari, Andrea; Rossi, Riccardo; Spolladore, Luca; Lungaroni, Michele; Gaudio, Pasquale; Gelfusa, Michela
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Combining dimensional and statistical analysis for efficient data driven modelling of complex systems
errINFORMATION SCIENCES
IF6.8
err2023-10-01
err1
PREAI
errMurari, A.; Spolladore, L.; Rossi, R.; Gelfusa, M.
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A systematic investigation of radiation collapse for disruption avoidance and prevention on JET tokamak
errMATTER AND RADIATION AT EXTREMES
IF4.7
err2023-06-13
err6
errOAAI
errRossi, R.; Gelfusa, M.; Craciunescu, T.; Spolladore, L.; Wyss, I.; Peluso, E.; Vega, J.; Maggi, C. F.; Mailloux, J.; Maslov, M.; Murari, A.
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Damage effects of high-intensity laser pulse on W for fusion applications: modelling and experiments
errMATERIALS TODAY COMMUNICATIONS
IF4.5
err2023-06-01
err0
PREAI
errVarone, Alessandra; Gaudio, Pasqualino; Ferro, Paolo; Montanari, Roberto; Pakhomova, Ekaterina; Richetta, Maria; Rossi, Riccardo
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Biological risk in Italian prisons: data analysis from the second to the fourth wave of COVID-19 pandemic
errOCCUPATIONAL AND ENVIRONMENTAL MEDICINE
IF3.1
err2023-03-16
err4
errOAAI
errFranchi, Cristiano; Rossi, Riccardo; Malizia, Andrea; Gaudio, Pasqualino; Di Giovanni, Daniele
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Calibration of spectra in presence of non-stationary background using unsupervised physics-informed deep learning
errSCIENTIFIC REPORTS
IF3.9
err2023-02-07
err5
errOAAI
errPuleio, Alessandro; Rossi, Riccardo; Gaudio, Pasqualino
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Combining neural computation and genetic programming for observational causality detection and causal modelling
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2022-11-23
err4
PREAI
errMurari, Andrea; Rossi, Riccardo; Gelfusa, Michela
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A Weighted-LSM Method to Improve Classification and Concentration Evaluation from Laser-Induced Fluorescence Spectra
errSENSORS
IF3.5
err2022-10-11
err1
errOAAI
errGabbarini, Valentina; Puleio, Alessandro; Rossi, Riccardo; Malizia, Andrea; Gaudio, Pasqualino
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Research Directions

No research directions
Co-authors
Cooperation Journals
S
S. P. Marsden
H-index: 106 · Papers: 660
K
K. Nordlund
H-index: 85 · Papers: 746
R
R. Fischer
H-index: 85 · Papers: 1.1K
C
Corrado Di Natale
H-index: 72 · Papers: 838
R
Roberto Paolesse
H-index: 66 · Papers: 783
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