Carolina Introini

According to our database, Carolina Introini authored at least 11 papers between 2024 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

Application of parametric Shallow Recurrent Decoder Network to magnetohydrodynamic flows in liquid metal blankets of fusion reactors.

M. Lo Verso, Carolina Introini, E. Cervi, L. Savoldi, J. Nathan Kutz, Antonio Cammi

CoRR, April, 2026

Surrogate models for nuclear fusion with parametric Shallow Recurrent Decoder Networks: applications to magnetohydrodynamics.

M. Lo Verso, Carolina Introini, E. Cervi, L. Savoldi, J. Nathan Kutz, Antonio Cammi

CoRR, March, 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

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

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

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