VINCIGUERRA, ALESSANDRO Statistiche
VINCIGUERRA, ALESSANDRO
DIPARTIMENTO DI SCIENZE DELLA TERRA
Machine learning-accelerated gradient-based Markov chain Monte Carlo inversion applied to electrical resistivity tomography
2022-01-01 Aleardi, M.; Vinciguerra, A.; Stucchi, E.; Hojat, A.
Probabilistic inversions of electrical resistivity tomography data with a machine learning-based forward operator
2022-01-01 Aleardi, Mattia; Vinciguerra, Alessandro; Stucchi, EUSEBIO MARIA; Hojat, Azadeh
Stochastic Time-Lapse Ert Inversion by Means of an Ensemble-Based Approach
2022-01-01 Vinciguerra, A.; Aleardi, M.; Meldgaard Madsen, L.; Bording, T. S.; Vest Christiansen, A.; Stucchi, E.
A convolutional neural network approach to electrical resistivity tomography
2021-01-01 Aleardi, M.; Vinciguerra, A.; Hojat, A.
Discrete cosine transform for parameter space reduction in Bayesian electrical resistivity tomography
2021-01-01 Vinciguerra, Alessandro; Aleardi, Mattia; Hojat, Azadeh; Heng Loke, Meng; Stucchi, EUSEBIO MARIA
Discrete Cosine Transform Reparameterization for Bayesian Time-Lapse ERT Inversion
2021-01-01 Vinciguerra, Alessandro; Aleardi, Mattia; Hojat, Azadeh; Stucchi, EUSEBIO MARIA
Ensemble-Based Time-Lapse ERT Inversion with Model and Data Space Compression Through Deep Variational Autoencoders
2021-01-01 Vinciguerra, Alessandro; Aleardi, Mattia
Stochastic electrical resistivity tomography with ensemble smoother and deep convolutional autoencoders
2021-01-01 Aleardi, Mattia; Vinciguerra, Alessandro; Stucchi, EUSEBIO MARIA; Hojat, Azadeh
A Convolutional Neural Network approach to Electric Resistivity Tomography
2020-01-01 Aleardi, M.; Vinciguerra, A.; Salusti, A.
A geostatistical Markov chain Monte Carlo inversion algorithm for electrical resistivity tomography
2020-01-01 Aleardi, M.; Vinciguerra, A.; Hojat, A.
Discrete cosine transform for parameter space reduction in Bayesian ERT inversion
2020-01-01 Vinciguerra, Alessandro; Aleardi, Mattia; Hojat, Azadeh; Stucchi, EUSEBIO MARIA
Full-waveform inversion of complex resistivity IP spectra: Sensitivity analysis and inversion tests using local and global optimization strategies on synthetic datasets
2019-01-01 Vinciguerra, Alessandro; Aleardi, Mattia; Costantini, Paolo
Inversion of FW-IP data - Sensitivity analysis and synthetic inversions through local and global optimization strategies
2019-01-01 Vinciguerra, Alessandro; Aleardi, M.; Costantini, P.