REZAZADEH, NIMA
REZAZADEH, NIMA
Dipartimento di Ingegneria
A fine-tuning deep learning framework to palliate data distribution shift effects in rotary machine fault detection
2024 Rezazadeh, N.; Perfetto, D.; De Oliveira, M.; De Luca, A.; Lamanna, G.
Classification of Unbalanced and Bowed Rotors under Uncertainty Using Wavelet Time Scattering, LSTM, and SVM
2023 Rezazadeh, N.; de Oliveira, M.; Perfetto, D.; De Luca, A.; Caputo, F.
Composite Panel Damage Classification Based on Guided Waves and Machine Learning: An Experimental Approach
2023 Perfetto, Donato; Rezazadeh, Nima; Aversano, Antonio; DE LUCA, Alessandro; Lamanna, Giuseppe
Dimensionality Reduction in Structural Health Monitoring: A Case Study on Damaged Wind Turbine Blades
2024 Rezazadeh, N.; Polverino, A.; Perfetto, D.; De Luca, A.
Enhancing Air Compressor Fault Diagnosis: A Comparative Study of GPT-2 and Traditional Machine Learning Models
2025 Rezazadeh, N.; Perfetto, D.; Caputo, F.; De Luca, A.
Ensemble Learning for Estimating Remaining Useful Life: Incorporating Linear, KNN, and Gaussian Process Regression
2024 Rezazadeh, N.; Perfetto, D.; De Luca, A.; Caputo, F.
FE modelling techniques for the simulation of guided waves in plates with variable thickness
2024 Perfetto, D.; Pezzella, C.; Fierro, V.; Rezazadeh, N.; Polverino, A.; Lamanna, G.
Guided wave-driven machine learning for damage classification with limited dataset in aluminum panel
2024 Rezazadeh, N.; Perfetto, D.; Polverino, A.; De Luca, A.; Lamanna, G.
Systematic critical review of structural health monitoring under environmental and operational variability: approaches for baseline compensation, adaptation, and reference-free techniques
2025 Rezazadeh, N.; De Luca, A.; Perfetto, D.; Salami, M. R.; Lamanna, G.
WaveCORAL-DCCA: A Scalable Solution for Rotor Fault Diagnosis Across Operational Variabilities
2025 Rezazadeh, N.; De Oliveira, M.; Lamanna, G.; Perfetto, D.; De Luca, A.