Pasquale Gaudio

15 papers B 1Journal 13Unranked 1

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	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`	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
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
2022	J	`jnl`	A systemic approach to classification for knowledge discovery with applications to the identification of boundary equations in complex systems. Artif. Intell. Rev. Andrea Murari, Michela Gelfusa, Michele Lungaroni, Pasquale Gaudio, Emmanuele Peluso
2021	J	`jnl`	NetCausality: A time-delayed neural network tool for causality detection and analysis. SoftwareX Riccardo Rossi, Andrea Murari, Luca Martellucci, Pasquale Gaudio
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`	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	J	`jnl`	On the Use of Entropy to Improve Model Selection Criteria. Entropy Andrea Murari, Emmanuele Peluso, Francesco Cianfrani, Pasquale Gaudio, Michele Lungaroni
2018	J	`jnl`	On the Use of Transfer Entropy to Investigate the Time Horizon of Causal Influences between Signals. Entropy Andrea Murari, Michele Lungaroni, Emmanuele Peluso, Pasquale Gaudio, Ernesto Lerche, Luca Garzotti, Michela Gelfusa, J. E. T. Contributors
2017	J	`jnl`	Biological Dual-Use Research and Synthetic Biology of Yeast. Sci. Eng. Ethics Angela Cirigliano, Orlando Cenciarelli, Andrea Malizia, Carlo Bellecci, Pasquale Gaudio, Michele Lioj, Teresa Rinaldi
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
2015	—	`conf`	Modelling and simulation for Major Incidents. PervasiveHealth Eleonora Pacciani, Alessandro Borri, Paolo Maurizio Soave, Daniele Gui, Sabina Magalini, Simona Panunzi, Claudio Roberto Gaz, Pasquale Gaudio, Andrea Malizia, Andrea De Gaetano