ALEARDI, MATTIA Statistiche
ALEARDI, MATTIA
DIPARTIMENTO DI SCIENZE DELLA TERRA
Stochastic inversion of time-lapse electrical resistivity tomography data by means of an adaptive ensemble-based approach
2024-01-01 Vinciguerra, A.; Aleardi, M.; Madsen, L. M.; Bording, T. S.; Christiansen, A. V.; Stucchi, E.
A Bayesian approach to elastic Full-Waveform inversion: application to a semi-real near surface model
2023-01-01 Berti, S.; Aleardi, M.; Stucchi, E.
A computationally efficient Bayesian approach to full-waveform inversion
2023-01-01 Berti, S.; Aleardi, M.; Stucchi, E.
A computationally efficient probabilistic full waveform inversion: application to the BP model
2023-01-01 Berti, S.; Aleardi, M.; Stucchi, E.
Objective function approximation through machine learning: application to a global inversion of ERT data
2023-01-01 Macelloni, F.; Aleardi, M.; Stucchi, E. M.
Supervised neural network for surface waves data-driven Vs-model prediction
2023-01-01 Felipe, Rincon; Berti, Sean; Aleardi, M.; Stucchi, E.
A Convolutional Neural Network-Monte Carlo approach for petrophysical seismic inversion
2022-01-01 Aleardi, Mattia; De Biasi, Cinzia
Application of a global–local full‐waveform inversion of Rayleigh wave to estimate the near‐surface shear wave velocity model
2022-01-01 Lamuraglia, Salvatore; Stucchi, Eusebio; Aleardi, Mattia
Applications of seismic AVA inversions for petrophysical characterization of subsurface targets
2022-01-01 Mazzotti, A.; Aleardi, M.
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; 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.
A geostatistical Markov chain Monte Carlo inversion algorithm for electrical resistivity tomography
2021-01-01 Aleardi, M.; Vinciguerra, A.; Hojat, A.
A gradient-based Markov chain Monte Carlo algorithm for elastic pre-stack inversion with data and model space reduction
2021-01-01 Aleardi, M.
A hybrid residual neural network–Monte Carlo approach to invert surface wave dispersion data
2021-01-01 Aleardi, Mattia; Stucchi, Eusebio
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
Discrete Cosine Transform for Parameter Space Reduction in Linear and Non-Linear AVA Inversions
2021-01-01 Aleardi, Mattia; Salusti, Alessandro
Discrete Cosine Transform Reparameterization for Bayesian Time-Lapse ERT Inversion
2021-01-01 Vinciguerra, Alessandro; Aleardi, Mattia; Hojat, Azadeh; Stucchi, EUSEBIO MARIA
Elastic properties and litho-fluid facies estimation from pre-stack seismic data through bi-directional long short-term memory networks
2021-01-01 Aleardi, Mattia