SISSA MathLab

Casa
Italia
Trieste
SISSA MathLab

The laboratory of Applied Mathematics and Scientific Computing at SISSA

23/03/2026

🆕 A new article by Anna Ivagnes, Giovanni Stabile and Gianluigi Rozza has been published in Computer Methods in Applied Mechanics and Engineering ().

💻 The paper introduces a parametric reduced order model enhanced with data-driven correction terms learned through deep operator networks. The approach is tested on several fluid flow problems and shows improved accuracy over standard ROMs, providing more reliable predictions of velocity and pressure across different regimes.

👉 Read the article:
https://www.sciencedirect.com/science/article/pii/S0045782526001738?dgcid=author

20/03/2026

🆕 A new article by Kabir Bakhshaei, Umberto Emil Morelli, Giovanni Stabile, and Gianluigi Rozza has been published open access in Computational Science and Engineering (Springer).

🔥 The work addresses the estimation of heat flux in continuous casting processes, where direct measurements are not available. The proposed approach combines data assimilation techniques with reduced order methods to infer heat flux and predict temperature in real time.

👉 Read the article:
https://link.springer.com/article/10.1007/s44207-026-00009-8?utm_source=rct_congratemailt&utm_medium=email&utm_campaign=oa_20260319&utm_content=10.1007%2Fs44207-026-00009-8

19/03/2026

🎙️ Gianluigi Rozza was featured on the radio show “What a Wonderful World”, hosted by Maria Pedone on RAI FVG, discussing digital twins and their applications.

⚙️ The conversation highlighted how simulation is evolving: from models based solely on mathematical laws to advanced approaches that integrate data and interact with the physical world. These developments are enabling new scenarios, from industrial applications to large-scale digital twins of cities and the environment.

🙏 Many thanks to RAI FVG and Maria Pedone for the invitation.

🎧 Listen to the full episode: https://www.raiplaysound.it/audio/2026/03/What-a-wonderful-world-del-19032026-8e26c854-9370-40f7-b24d-fe6169d23c49.html

16/03/2026

Welcome to the official page of SISSA mathLab, the laboratory of mathematical modeling and scientific computing at SISSA - Scuola Internazionale Superiore di Studi Avanzati!

SISSA mathLab works at the intersection of mathematics, computational science, and AI, connecting fundamental research with applications in complex real-world systems.

On this page we share updates on the scientific activities of the group. Follow us to stay updated!

Indirizzo

Via Bonomea, 265
Trieste
34136

Sito Web

https://mathlab.sissa.it/

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