Pinned Repositories
Bayesian_NN_Ensembles
AISTATS paper 'Uncertainty in Neural Networks: Approximately Bayesian Ensembling'
DL-ROM
Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.
DL-ROM-Meth
Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10915-021-01462-7.
POD-DL-ROM
Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition. Available on doi.org/10.1016/j.cma.2021.114181.
stefaniafresca-academic
stefaniafresca's Repositories
stefaniafresca/POD-DL-ROM
Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition. Available on doi.org/10.1016/j.cma.2021.114181.
stefaniafresca/DL-ROM-Meth
Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10915-021-01462-7.
stefaniafresca/DL-ROM
Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.
stefaniafresca/Bayesian_NN_Ensembles
AISTATS paper 'Uncertainty in Neural Networks: Approximately Bayesian Ensembling'
stefaniafresca/stefaniafresca-academic