Simone Brivio

According to our database, Simone Brivio authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Deep Symmetric Autoencoders from the Eckart-Young-Schmidt Perspective.

Simone Brivio, Nicola Rares Franco

CoRR, June, 2025

On latent dynamics learning in nonlinear reduced order modeling.

Nicola Farenga, Stefania Fresca, Simone Brivio, Andrea Manzoni

Neural Networks, 2025

2024

Error estimates for POD-DL-ROMs: a deep learning framework for reduced order modeling of nonlinear parametrized PDEs enhanced by proper orthogonal decomposition.

Simone Brivio, Stefania Fresca, Nicola Rares Franco, Andrea Manzoni

Adv. Comput. Math., June, 2024

Handling geometrical variability in nonlinear reduced order modeling through Continuous Geometry-Aware DL-ROMs.

Simone Brivio, Stefania Fresca, Andrea Manzoni

CoRR, 2024

PTPI-DL-ROMs: pre-trained physics-informed deep learning-based reduced order models for nonlinear parametrized PDEs.

Simone Brivio, Stefania Fresca, Andrea Manzoni

CoRR, 2024