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Mostrati risultati da 1 a 16 di 16
Approximate Bayesian Ensembling for physics-informed deep learning architectures
2020/2021 Capello, Federico
Bayesian physics-informed neural networks for inverse uncertainty quantification problems in cardiac electrophysiology
2019/2020 Ceccarelli, Daniele
Deep Learning-based reduced order models for PDEs : multi-fidelity strategies for transfer learning
2020/2021 FRAULIN, DANIEL
Deep Learning-based surrogate models for parametrized PDEs : including geometrical features through graph neural networks
2022/2023 TOMBARI, FILIPPO
digital twin of structural systems using dynamic bayesian network and reduced order models
2021/2022 VALENDINO, ROBERTO
Efficient approximation of PDEs defined on domains with variable shape through POD-enhanced deep learning-based ROMs
2021/2022 Zuanon, Edoardo
Efficient numerical approximation of parametrized one-way coupled problems in cardiac electromechanics
2020/2021 PIERDOMENICO, MATTEO
Efficient Uncertainty Quantification and Sensitivity Analysis of Electrodiffusive Neuron Models
2022/2023 Signorelli, Letizia
Evolutional deep neural networks for partial differential equations
2022/2023 Paparo, Luca
Finite-element approximation for the coupled myocardium-torso problem on patient specific geometries
2018/2019 FIORENTINI, LORENZO
Long-time prediction of nonlinear parametrized dynamical systems through deep learning-based reduced order models
2020/2021 Fatone, Federico
Multi-fidelity classification using Gaussian Processes with an application to structural health monitoring
2020/2021 PIRRONE, MARGHERITA
Multifidelity regression with artificial neural networks : efficient approximation of output quantities for parametrized systems
2019/2020 CONTI, PAOLO
Nonlinear dimensionality reduction of parametrized PDEs
2017/2018 PELI, RICCARDO
Numerical approximation of inverse problems for PDEs via neural network augmentation
2019/2020 MONTAG, DILLON VICTOR PAUL
Reduced order coupling in domain decomposition methods for parametrized PDEs
2017/2018 IUBATTI, ANTONIO
Mostrati risultati da 1 a 16 di 16
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