Matteo Corbetta

Adaptive prognosis of lithium-ion batteries based on the combination of particle filters and radial basis function neural networks

Claudio Sbarufatti, Matteo Corbetta, Marco Giglio et al. · Journal of Power Sources · 2017 · 222 citations · Full text

Particle Filters, Nonlinear System Identification, Engineering +5

Hybrid physics-informed neural networks for lithium-ion battery modeling and prognosis

Renato G. Nascimento, Matteo Corbetta, Chetan S. Kulkarni et al. · Journal of Power Sources · 2021 · 178 citations

Electric Battery, Electrical Engineering, Engineering +10

Optimization of nonlinear, non-Gaussian Bayesian filtering for diagnosis and prognosis of monotonic degradation processes

Matteo Corbetta, Claudio Sbarufatti, Marco Giglio et al. · Mechanical Systems and Signal Processing · 2017 · 64 citations · Full text

Nonlinear Filtering, Engineering, Data Science +12

A Bayesian framework for fatigue life prediction of composite laminates under co-existing matrix cracks and delamination

Matteo Corbetta, Claudio Sbarufatti, Marco Giglio et al. · Composite Structures · 2017 · 60 citations

Engineering, Service Life Prediction, Life Prediction +9

Real-Time Prognosis of Crack Growth Evolution Using Sequential Monte Carlo Methods and Statistical Model Parameters

Matteo Corbetta, Claudio Sbarufatti, Andrea Manes et al. · IEEE Transactions on Reliability · 2014 · 51 citations · Full text

Engineering, Life Prediction, Mechanical Engineering +22