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physics.flu-dyn2025
Towards extreme event prediction of turbulent flows with quantized local reduced-order models
Antonio Colanera, Luca Magri
This work develops quantized local reduced-order models (ql-ROMs) of the turbulent Minimal Flow Unit (MFU) for the analysis and interpretation of intermittent dissipative dynamics…
physics.flu-dyn2024
Orbital cluster-based network modelling
Antonio Colanera, Nan Deng, Matteo Chiatto +2
We propose a novel reduced-order methodology to describe complex multi-frequency fluid dynamics from time-resolved snapshot data. Starting point is the Cluster-based Network Model…