Luis Gustavo Villani

Damage detection in uncertain nonlinear systems based on stochastic Volterra series

Luis Gustavo Villani, Samuel da Silva, Américo Cunha · Mechanical Systems and Signal Processing · 2018 · 32 citations · Full text

Nonlinear System Identification, Damage Mechanism, Uncertain Nonlinear Systems +8

On the use of the GP-NARX model for predicting hysteresis effects of bolted joint structures

Rafael de Oliveira Teloli, Luis Gustavo Villani, Samuel da Silva et al. · Mechanical Systems and Signal Processing · 2021 · 20 citations · Full text

Engineering, Mechanical Engineering, Mechanical Systems +10

Damage quantification using transfer component analysis combined with Gaussian process regression

Marcus Omori Yano, Samuel da Silva, Elói Figueiredo et al. · Structural Health Monitoring · 2022 · 20 citations · Full text

Engineering, Machine Learning, Safety Science +22

Damage detection in an uncertain nonlinear beam based on stochastic Volterra series: An experimental application

Luis Gustavo Villani, Samuel da Silva, Américo Cunha et al. · Mechanical Systems and Signal Processing · 2019 · 18 citations · Full text

Damage Mechanism, Engineering, Damage Detection +6

Biomimetic Design of a Tendon-Driven Myoelectric Soft Hand Exoskeleton for Upper-Limb Rehabilitation

Rodrigo C. Silva, Bruno Lourenço, Pedro Henrique Fabriz Ulhoa et al. · Biomimetics · 2023 · 18 citations · Full text