Stefano Riva

According to our database, Stefano Riva authored at least 13 papers between 2022 and 2026.

Collaborative distances:

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

2026

pyforce-1.0.0: Python Framework for data-driven model Order Reduction of multi-physiCs problEms.

Stefano Riva, Yantao Luo, Carolina Introini, Antonio Cammi

CoRR, May, 2026

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models.

Stefano Riva, Carolina Introini, Antonio Cammi, Dean Price, Alexey Yermakov, Yue Zhao, Philippe Martin Wyder, Judah Goldfeder, Jan P. Williams, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles D. Cranmer, J. Nathan Kutz

CoRR, May, 2026

pyforce: Python Framework for data-driven model Order Reduction of multi-physiCs problEms.

Stefano Riva, Carolina Introini, Antonio Cammi

J. Open Source Softw., January, 2026

2025

The Seismic Wavefield Common Task Framework.

Alexey Yermakov, Yue Zhao, Marine Denolle, Yiyu Ni, Philippe Martin Wyder, Judah Goldfeder, Stefano Riva, Jan P. Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles D. Cranmer, J. Nathan Kutz

CoRR, December, 2025

Constrained Sensing and Reliable State Estimation with Shallow Recurrent Decoders on a TRIGA Mark II Reactor.

Stefano Riva, Carolina Introini, J. Nathan Kutz, Antonio Cammi

CoRR, October, 2025

PySHRED: A Python package for SHallow REcurrent Decoding for sparse sensing, model reduction and scientific discovery.

David Ye, Jan P. Williams, Mars Liyao Gao, Stefano Riva, Matteo Tomasetto, David Zoro, J. Nathan Kutz

CoRR, July, 2025

A Comparison of Parametric Dynamic Mode Decomposition Algorithms for Thermal-Hydraulics Applications.

Stefano Riva, Andre Badawi Missaglia, Carolina Introini, In Cheol Bang, Antonio Cammi

CoRR, March, 2025

From Models To Experiments: Shallow Recurrent Decoder Networks on the DYNASTY Experimental Facility.

Carolina Introini, Stefano Riva, J. Nathan Kutz, Antonio Cammi

CoRR, March, 2025

Towards Efficient Parametric State Estimation in Circulating Fuel Reactors with Shallow Recurrent Decoder Networks.

Stefano Riva, Carolina Introini, J. Nathan Kutz, Antonio Cammi

CoRR, March, 2025

Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms.

Philippe Martin Wyder, Judah Goldfeder, Alexey Yermakov, Yue Zhao, Stefano Riva, Jan P. Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles D. Cranmer, J. Nathan Kutz

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Robust State Estimation from Partial Out-Core Measurements with Shallow Recurrent Decoder for Nuclear Reactors.

Stefano Riva, Carolina Introini, Antonio Cammi, J. Nathan Kutz

CoRR, 2024

Multi-Physics Model Bias Correction with Data-Driven Reduced Order Modelling Techniques: Application to Nuclear Case Studies.

Stefano Riva, Carolina Introini, Antonio Cammi

CoRR, 2024

2022

MagicMuseum: Team-based Experiences in Interactive Smart Spaces for Cultural Heritage Education.

Simone Ghiazzi, Stefano Riva, Mattia Gianotti, Pietro Crovari, Franca Garzotto

Proceedings of the AVI 2022: International Conference on Advanced Visual Interfaces, Frascati, Rome, Italy, June 6, 2022