Nicola Demo

Joined

September 2023

Names

Nicola Demo (Preferred)

Emails

****@sissa.it (Confirmed)

Personal Links

Career & Education History

Postdoc

International Higher School for Advanced Studies Trieste (sissa.it)

2017 – 2023

Advisors, Relations & Conflicts

Postdoc Advisor

Gianluigi Rozza

2016 – 2023

Expertise

No areas of expertise listed

Publications

Towards Uncertainty Quantification in Data-Driven Reduced-Order Models via Bayesian Graph Neural Networks
Giovanni Canali, Filippo Olivo, Dario Coscia, Nicola Demo, Gianluigi Rozza
- AI&PDE Poster
- Readers: Everyone
BARNN: A Bayesian Autoregressive and Recurrent Neural Network
Dario Coscia, Max Welling, Nicola Demo, Gianluigi Rozza
- ICML 2025 poster
- Readers: Everyone
PINA: a PyTorch Framework for Solving Differential Equations by Deep Learning for Research and Production Environments
Dario Coscia, Nicola Demo, Gianluigi Rozza
- AI4DiffEqtnsInSci @ ICLR 2024 Poster
- Readers: Everyone
A space-continuous implementation of Proper Orthogonal Decomposition by means of Neural Networks
Nicola Demo, Dario Coscia, Gianluigi Rozza
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
PINA: a PyTorch Framework for Deep Differential Equation Learning for Research and Production Environments
Dario Coscia, Nicola Demo, Gianluigi Rozza
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone

Co-Authors