TUCCI, MAURO Statistiche
TUCCI, MAURO
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA, DEI SISTEMI, DEL TERRITORIO E DELLE COSTRUZIONI
A Novel Hybrid Boundary Element - Physics Informed Neural Network Method for Numerical Solutions in Electromagnetics
2024-01-01 Barmada, S.; Dodge, S.; Tucci, M.; Formisano, A.; Di Barba, P.; Evelina Mognaschi, M.
A Source Identification Problem in Magnetics Solved by Means of Deep Learning Methods
2024-01-01 Barmada, Sami; Di Barba, Paolo; Fontana, Nunzia; Evelina Mognaschi, Maria; Tucci, Mauro
Analyzing the Impact of Training Data Availability on Machine Learning Models Accuracy for Regional Photovoltaic Production Forecast
2024-01-01 Taheri, N.; Piazzi, A.; Tucci, M.
Brayton pumped thermal energy storage: Optimal dispatchment in multi-energy districts
2024-01-01 Ghilardi, Alessandra; Frate, Guido Francesco; Kyprianidis, Konstantinos; Tucci, Mauro; Ferrari, Lorenzo
Enhanced prediction of transformers vibrations under complex operating conditions
2024-01-01 Rao, Shaowei; Yang, Shiyou; Tucci, Mauro; Marracci, Mirko; Barmada, Sami
Enhancing Regional Wind Power Forecasting through Advanced Machine-Learning and Feature-Selection Techniques
2024-01-01 Taheri, N.; Tucci, M.
Evaluating Deep Learning Networks Versus Hybrid Network for Smart Monitoring of Hydropower Plants
2024-01-01 Hajimohammadali, Fatemeh; Crisostomi, Emanuele; Tucci, Mauro; Fontana, Nunzia
Hybrid Boundary Element - Physics Informed Neural Network Formulation for Electromagnetics Problems
2024-01-01 Barmada, S.; Tucci, M.; Formisano, A.; Di Barba, P.; Mognaschi, M. E.
Lightning Location and Peak Current Estimation From Lightning-Induced Voltages on Transmission Lines With a Machine Learning Approach
2024-01-01 Nicora, M.; Tucci, M.; Barmada, S.; Brignone, M.; Procopio, R.
Machine Learning Approaches for Inverse Problems and Optimal Design in Electromagnetism
2024-01-01 Formisano, A.; Tucci, M.
Machine Learning for the Design and the Simulation of Radiofrequency Magnetic Resonance Coils: Literature Review, Challenges, and Perspectives
2024-01-01 Giovannetti, G.; Fontana, N.; Flori, A.; Santarelli, M. F.; Tucci, M.; Positano, V.; Barmada, S.; Frijia, F.
Machine Learning Models for Regional Photovoltaic Power Generation Forecasting with Limited Plant-Specific Data
2024-01-01 Tucci, M.; Piazzi, A.; Thomopulos, D.
Monitoring Hydropower Plants with LSTM-Based Time-series Forecasting
2024-01-01 Hajimohammadali, Fatemeh; Tucci, Mauro; Fontana, Nunzia; Crisostomi, Emanuele
Synthesis of Boundary Conditions in Magnetics: a Neural Network Approach
2024-01-01 Di Barba, P.; Mognaschi, M. E.; Barmada, S.; Fontana, N.; Tucci, M.
Autoencoder-based Fault Diagnosis for Hydropower Plants
2023-01-01 Hajimohammadali, F.; Fontana, N.; Tucci, M.; Crisostomi, E.
Benefits of thermal load forecasts in balancing load fluctuations through thermal storage
2023-01-01 Ghilardi, A; Frate, Gf; Tucci, M; Bravi, M; Leo, R; Ferrari, L
Convolutional neural networks applied to dissolved gas analysis for power transformers condition monitoring
2023-01-01 Rao, Shaowei; Yang, Shiyou; Tucci, Mauro; Barmada, Sami
Deep Neural Network Based Electro-Mechanical Optimization of Electric Motors
2023-01-01 Barmada, S.; Tucci, M.; Sani, L.; Tozzo, C.
Electromagnetic Field Reconstruction and Source Identification Using Conditional Variational Autoencoder and CNN
2023-01-01 Barmada, S; Barba, Pd; Fontana, N; Mognaschi, Me; Tucci, M
Hourly Water Level Forecasting in an Hydroelectric Basin Using Spatial Interpolation and Artificial Intelligence
2023-01-01 Tucci, Mauro