RUTIGLIANO, NOVELLA
RUTIGLIANO, NOVELLA
Dipartimento di Ingegneria industriale
A novel adaptive weighting scheme for physics-informed neural networks with uncertainty prediction in presence of noisy data and outliers
2026-01-01 Rutigliano, N; Rossi, R; Gaudio, P
A novel approach to random and systematic denoising using Gemini AutoEncoder
2025-01-01 Rutigliano, N; Rossi, R; Gaudio, P
Deep learning methodologies for chemical dispersion map reconstruction
2023-01-01 Martellucci, L; Puleio, A; Rutigliano, N; Di Giovanni, D; Gaudio, P
Detection of warning signal of particulate emission on the basis of fixed threshold in real-time using a lidar system
2023-01-01 Rutigliano, N; Martellucci, L; Puleio, A; Rossi, R; Wyss, I; Gaudio, P
Direct-modelling in nuclear fusion by combining data-integration and physics-informed neural networks
2025-01-01 Rossi, R; Gelfusa, M; Rutigliano, N; Gaudio, P; Murari, A
Horizontal lidar environmental monitoring: preliminary results on tropospheric backscattering evaluation and atmospheric dispersed particulate characterisation
2024-01-01 Rutigliano, N; Martellucci, L; Gaudio, P
Multi-diagnostics reconstruction of magnetic equilibrium and kinetic profiles using physics-informed neural networks with applications to JET
2026-01-01 Rutigliano, N; Murari, A; Gaudio, P; Gelfusa, M; Rossi, R
On the use of autoencoders to study the dynamics and the causality relations of complex systems with applications to nuclear fusion
2026-01-01 Rossi, R; Murari, A; Craciunescu, T; Rutigliano, N; Wyss, I; Vega, J; Gaudio, P; Gelfusa, M
Optimisation of physics-informed neural network architecture and training for tokamak equilibrium reconstruction
2026-01-01 Rutigliano, N; Murari, A; Gaudio, P; Gelfusa, M; Rossi, R
Physics-informed neural networks for the modelling of interferometer-polarimetry in tokamak multi-diagnostic equilibrium reconstructions
2025-01-01 Rutigliano, N; Rossi, R; Murari, A; Gelfusa, M; Craciunescu, T; Mazon, D; Gaudio, P
Probability density estimation beyond the dichotomy Parametric/Non-Parametric methods
2026-01-01 Murari, A; Rossi, R; Wyss, I; Puleio, A; Rutigliano, N; Gaudio, P; Gelfusa, M