Riccardo Rossi

65 papers B 1C 1Journal 49Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	On the use of autoencoders to study the dynamics and the causality relations of complex systems with applications to nuclear fusion. Comput. Phys. Commun. Riccardo Rossi, Andrea Murari, Teddy Craciunescu, Novella Rutigliano, Ivan Wyss, Jesús Vega, Pasquale Gaudio, Michela Gelfusa
2025	J	`jnl`	A deep learning framework for feature selection and dimensional analysis: Variational explainable neural networks. Knowl. Based Syst. Riccardo Rossi, Andrea Murari, Michela Gelfusa
2025	J	`jnl`	A discrete physics-informed training for projection-based reduced order models with neural networks. CoRR N. Sibuet, S. Ares de Parga, Jose Raul Bravo, Riccardo Rossi
2025	J	`jnl`	A non-intrusive approach for the imposition of strong Dirichlet boundary conditions in unfitted boundary meshes. Eng. Comput. Juan Ignacio Camarotti, Ricky Aristio, Riccardo Rossi, Rubén Zorrilla, Roland Wüchner
2025	J	`jnl`	Assessing olive tree (Olea europaea L.) responses to water shortage through radio frequency sensors. Comput. Electron. Agric. Valeria Lazzoni, Claudia Cocozza, Danilo Brizi, Marco Moriondo, Cristiana Giordano, Giovanni Argenti, Angelica Masi, Nicolina Staglianò, Marco Bindi, Alberto Maltoni, Monica Anichini, Camilla Dibari, Agostino Monorchio, Riccardo Rossi
2025	B	`conf`	Direct-Modelling in Nuclear Fusion by Combining Data-Integration and Physics-Informed Neural Networks. IJCNN Riccardo Rossi, Michela Gelfusa, Novella Rutigliano, Pasquale Gaudio, Andrea Murari
2025	J	`jnl`	Discrete Physics-Informed Training for Projection-Based Reduced-Order Models with Neural Networks. Axioms Nicolas Sibuet, Sebastian Ares de Parga, Jose Raul Bravo, Riccardo Rossi
2025	J	`jnl`	Informed machine learning to reconcile interpretability with fidelity in scientific applications. Artif. Intell. Rev. Andrea Murari, Riccardo Rossi, Luca Spolladore, Ivan Wyss, Michela Gelfusa
2025	J	`jnl`	Spatially-resolved fluorescence (SRF) and deep-learning algorithms for the measurement of agents' concentrations. Mach. Learn. Sci. Technol. Alessandro Puleio, Riccardo Rossi, Jonas Grzesiak, Arne Walter, Frank Duschek, Pasquale Gaudio
2025	—	`conf`	Understanding Psychological Determinants of Technology Adoption for Future Mobility-as-a-Service Applications. MT-ITS Marilina Pellegrini, Riccardo Ceccato, Andrea Spoto, Mariaelena Tagliabue, Massimiliano Gastaldi, Riccardo Rossi
2024	J	`jnl`	A machine learning based material homogenization technique for in-plane loaded masonry walls. CoRR Alejandro Cornejo, Philip Kalkbrenner, Riccardo Rossi, Luca Pelà
2024	—	`conf`	Bridge Condition Monitoring Using Low-Cost Accelerometers. ApplePies Filippo Lorenzoni, Riccardo Rossi, Michele Frati, Andrea Gentili, Simone Orcioni, Massimo Conti
2024	J	`jnl`	Geometrically parametrised reduced order models for studying the hysteresis of the Coanda effect in finite element-based incompressible fluid dynamics. J. Comput. Phys. Jose Raul Bravo, Giovanni Stabile, Markus Hess, J. A. Hernandez, Riccardo Rossi, Gianluigi Rozza
2024	J	`jnl`	Parallel Reduced Order Modeling for Digital Twins using High-Performance Computing Workflows. CoRR S. Ares de Parga, Jose Raul Bravo, N. Sibuet, J. A. Hernandez, Riccardo Rossi, Stefan Boschert, Enrique S. Quintana-Ortí, Andrés E. Tomás, Cristian Catalin Tatu, Fernando Vázquez-Novoa, Jorge Ejarque, Rosa M. Badia
2023	J	`jnl`	A practical utility-based but objective approach to model selection for regression in scientific applications. Artif. Intell. Rev. Andrea Murari, Riccardo Rossi, Luca Spolladore, Michele Lungaroni, Pasquale Gaudio, Michela Gelfusa
2023	J	`jnl`	Combining dimensional and statistical analysis for efficient data driven modelling of complex systems. Inf. Sci. Andrea Murari, Luca Spolladore, Riccardo Rossi, Michela Gelfusa
2023	J	`jnl`	Combining neural computation and genetic programming for observational causality detection and causal modelling. Artif. Intell. Rev. Andrea Murari, Riccardo Rossi, Michela Gelfusa
2023	—	`conf`	Exploring the impact of automated vehicles lane-changing behavior on urban network efficiency. MT-ITS Alberto Pelizza, Federico Orsini, Sefa Yilmaz-Niewerth, Riccardo Rossi, Bernhard Friedrich
2023	J	`jnl`	Exploring the impact of automated vehicles lane-changing behavior on urban network efficiency. CoRR Alberto Pelizza, Federico Orsini, Sefa Yilmaz-Niewerth, Riccardo Rossi, Bernhard Friedrich
2023	J	`jnl`	Hyper-reduction for Petrov-Galerkin reduced order models. CoRR S. Ares de Parga, Jose Raul Bravo, J. A. Hernandez, Rubén Zorrilla, Riccardo Rossi
2023	J	`jnl`	Information theoretic and neural computational tools for meta-analysis of cumulative databases in the age of Big Physics experiments. Neural Comput. Appl. Andrea Murari, Michele Lungaroni, Luca Spolladore, Emmanuele Peluso, Riccardo Rossi, Michela Gelfusa
2023	J	`jnl`	Learning ground states of gapped quantum Hamiltonians with Kernel Methods. CoRR Clemens Giuliani, Filippo Vicentini, Riccardo Rossi, Giuseppe Carleo
2023	J	`jnl`	Learning ground states of gapped quantum Hamiltonians with Kernel Methods. Quantum Clemens Giuliani, Filippo Vicentini, Riccardo Rossi, Giuseppe Carleo
2023	J	`jnl`	Upgrades of Genetic Programming for Data-Driven Modeling of Time Series. Evol. Comput. Andrea Murari, Emmanuele Peluso, Luca Spolladore, Riccardo Rossi, Michela Gelfusa
2022	J	`jnl`	A Weighted-LSM Method to Improve Classification and Concentration Evaluation from Laser-Induced Fluorescence Spectra. Sensors Valentina Gabbarini, Alessandro Puleio, Riccardo Rossi, Andrea Malizia, Pasqualino Gaudio
2022	J	`jnl`	Complexity: Frontiers in Data-Driven Methods for Understanding, Prediction, and Control of Complex Systems 2022 on the Development of Information Theoretic Model Selection Criteria for the Analysis of Experimental Data. Complex. Andrea Murari, Michele Lungaroni, Riccardo Rossi, Luca Spolladore, Michela Gelfusa
2022	J	`jnl`	Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence. CoRR Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe
2022	J	`jnl`	Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence. Future Gener. Comput. Syst. Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe
2022	J	`jnl`	Finite element formulation for compressible multiphase flows and its application to pyroclastic gravity currents. J. Comput. Phys. Andrea Montanino, Alessandro Franci, Riccardo Rossi, Giulio Zuccaro
2022	J	`jnl`	From Tensor Network Quantum States to Tensorial Recurrent Neural Networks. CoRR Dian Wu, Riccardo Rossi, Filippo Vicentini, Giuseppe Carleo
2022	—	`conf`	How to Improve Vehicle Lateral Control: The Effect of Visual Feedback Luminance. XR (1) Riccardo Rossi, Giulia De Cet, Federico Orsini
2022	J	`jnl`	Implementation of an algorithm for automated phenotyping through plant 3D-modeling: A practical application on the early detection of water stress. Comput. Electron. Agric. Riccardo Rossi, Sergi Costafreda-Aumedes, Luisa Leolini, Claudio Leolini, Marco Bindi, Marco Moriondo
2022	J	`jnl`	Positive-definite parametrization of mixed quantum states with deep neural networks. CoRR Filippo Vicentini, Riccardo Rossi, Giuseppe Carleo
2022	—	`conf`	The Application of Immersive Virtual Reality for Children's Road Education: Validation of a Pedestrian Crossing Scenario. XR (2) Giulia De Cet, Andrea Baldassa, Mariaelena Tagliabue, Riccardo Rossi, Chiara Vianello, Massimiliano Gastaldi
2021	J	`jnl`	A Parallel Dynamic Asynchronous Framework for Uncertainty Quantification by Hierarchical Monte Carlo Algorithms. J. Sci. Comput. Riccardo Tosi, Ramon Amela, Rosa M. Badia, Riccardo Rossi
2021	J	`jnl`	Alternative Definitions of Complexity for Practical Applications of Model Selection Criteria. Complex. Andrea Murari, Riccardo Rossi, Teddy Craciunescu
2021	J	`jnl`	Improved Treatment of the Independent Variables for the Deployment of Model Selection Criteria in the Analysis of Complex Systems. Entropy Luca Spolladore, Michela Gelfusa, Riccardo Rossi, Andrea Murari
2021	J	`jnl`	NetCausality: A time-delayed neural network tool for causality detection and analysis. SoftwareX Riccardo Rossi, Andrea Murari, Luca Martellucci, Pasquale Gaudio
2021	J	`jnl`	The Reciprocal Influence Criterion: An Upgrade of the Information Quality Ratio. Complex. Riccardo Rossi, Michela Gelfusa, Filippo De Masi, Matteo Ossidi, Andrea Murari
2021	J	`jnl`	Three dimensional modeling of liquid droplet spreading on solid surface: An enriched finite element/level-set approach. J. Comput. Phys. Mohammad R. Hashemi, Pavel Ryzhakov, Riccardo Rossi
2021	J	`jnl`	Unbiased Monte Carlo Cluster Updates with Autoregressive Neural Networks. CoRR Dian Wu, Riccardo Rossi, Giuseppe Carleo
2020	—	`conf`	A Driving Simulator Study Exploring the Effect of Different Mental Models on ADAS System Effectiveness. AVR (1) Riccardo Rossi, Massimiliano Gastaldi, Francesco N. Biondi, Federico Orsini, Giulia De Cet, Claudio Mulatti
2020	J	`jnl`	Adaptive Quasi-Unsupervised Detection of Smoke Plume by LiDAR. Sensors Riccardo Rossi, Michela Gelfusa, Andrea Malizia, Pasqualino Gaudio
2020	J	`jnl`	Editorial. EURO J. Transp. Logist. Jaume Barceló, Anna Sciomachen, Riccardo Rossi
2020	J	`jnl`	Enhancing Radiation Detection by Drones through Numerical Fluid Dynamics Simulations. Sensors Fabio Marturano, Jean François Ciparisse, Andrea Chierici, Francesco d'Errico, Daniele Di Giovanni, Francesca Fumian, Riccardo Rossi, Luca Martellucci, Pasquale Gaudio, Andrea Malizia
2020	J	`jnl`	On the Potential of Time Delay Neural Networks to Detect Indirect Coupling between Time Series. Entropy Riccardo Rossi, Andrea Murari, Pasquale Gaudio
2020	J	`jnl`	Performances Evaluation of a Low-Cost Platform for High-Resolution Plant Phenotyping. Sensors Riccardo Rossi, Claudio Leolini, Sergi Costafreda-Aumedes, Luisa Leolini, Marco Bindi, Alessandro Zaldei, Marco Moriondo
2020	J	`jnl`	Quantifying Total Influence between Variables with Information Theoretic and Machine Learning Techniques. Entropy Andrea Murari, Riccardo Rossi, Michele Lungaroni, Pasquale Gaudio, Michela Gelfusa
2020	J	`jnl`	Upgrading Model Selection Criteria with Goodness of Fit Tests for Practical Applications. Entropy Riccardo Rossi, Andrea Murari, Pasquale Gaudio, Michela Gelfusa
2019	—	`conf`	Neural networks trained with WiFi traces to predict airport passenger behavior. MT-ITS Federico Orsini, Massimiliano Gastaldi, Luca Mantecchini, Riccardo Rossi
2019	J	`jnl`	Neural networks trained with WiFi traces to predict airport passenger behavior. CoRR Federico Orsini, Massimiliano Gastaldi, Luca Mantecchini, Riccardo Rossi
2018	J	`jnl`	A robust algorithm for implicit description of immersed geometries within a background mesh. Adv. Model. Simul. Eng. Sci. Daniel Baumgärtner, Johannes Wolf, Riccardo Rossi, Pooyan Dadvand, Roland Wüchner
2018	—	`conf`	Performances Evaluation of the Optical Techniques Developed and Used to Map the Velocities Vectors of Radioactive Dust. Sensors Andrea Malizia, Riccardo Rossi
2018	J	`jnl`	Realization of CAD-integrated shell simulation based on isogeometric B-Rep analysis. Adv. Model. Simul. Eng. Sci. Tobias Teschemacher, Anna M. Bauer, Thomas Oberbichler, M. Breitenberger, Riccardo Rossi, Roland Wüchner, Kai-Uwe Bletzinger
2017	—	`conf`	An advanced driver assistance system for improving driver ability. Design and test in virtual environment. MT-ITS Riccardo Rossi, Gregorio Gecchele, Massimiliano Gastaldi, Francesco N. Biondi, Claudio Mulatti
2017	—	`conf`	Imaging to study dust re-suspension phenomena in case of loss of vacuum accidents inside the pharmaceutical industries. GIoTS Andrea Malizia, Riccardo Rossi, Luigi Antonio Poggi, Jean François Ciparisse, Pasqualino Gaudio
2017	J	`jnl`	Non-invasive assessment of dust concentration and relative dustiness in a dust cloud mobilized by a controlled air inlet inside STARDUST-U facility. Reliab. Eng. Syst. Saf. Luigi Antonio Poggi, Pasquale Gaudio, Riccardo Rossi, Jean François Ciparisse, Andrea Malizia
2017	J	`jnl`	Subdomain Deflation and Algebraic Multigrid: Combining Multiscale with Multilevel. CoRR Denis Demidov, Riccardo Rossi
2012	—	`conf`	A 1D Lumped-Parameter/3D CFD Approach for Pressure Drop in the Aortic Coarctation. STACOM Eduardo Soudah, Maurizio Bordone, Pooyan Davdan, Riccardo Rossi
2011	—	`conf`	Enriched Page Rank for Multilingual Word Sense Disambiguation. IIR Diego De Cao, Roberto Basili, Matteo Luciani, Francesco Mesiano, Riccardo Rossi
2011	C	`conf`	Techniques based on Support Vector Machines for cloud detection on QuickBird satellite imagery. IGARSS Riccardo Rossi, Roberto Basili, Fabio Del Frate, Matteo Luciani, Francesco Mesiano
2010	—	`conf`	Robust and Efficient Page Rank for Word Sense Disambiguation. TextGraphs@ACL Diego De Cao, Roberto Basili, Matteo Luciani, Francesco Mesiano, Riccardo Rossi
2009	J	`jnl`	Direct numerical simulation of scalar transport using unstructured finite-volume schemes. J. Comput. Phys. Riccardo Rossi
2008	—	`conf`	A Comparative Analysis of Kernel-Based Methods for the Classification of Land Cover Maps in Satellite Imagery. IGARSS (4) Roberto Basili, Fabio Del Frate, Matteo Luciani, Francesco Mesiano, Fabio Pacifici, Riccardo Rossi
2008	J	`jnl`	Surface Modification of Carbon Nanotube Networked Films with Au Nanoclusters for Enhanced NO J. Sensors Michele Penza, Riccardo Rossi, Marco Alvisi, Gennaro Cassano, Maria Assunta Signore, Emanuele Serra, Rossella Giorgi