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physics.flu-dyn2026
ART of PIV: Agentic Real-Time Particle Image Velocimetry for Active Flow Control
Antonio Terpin, Francesco Banelli, Alan Bonomi +1
Particle image velocimetry (PIV) measures fluid motion from images of tracer particles, but its accuracy depends on choices throughout the estimation pipeline, including image prep…
physics.flu-dyn2025
Flow Gym: A framework for the development, benchmarking, training, and deployment of flow-field quantification methods
Francesco Banelli, Antonio Terpin, Alan Bonomi +1
Particle image velocimetry (PIV) and related optical-flow methods are widely used to quantify fluid motion, but their development and evaluation are often hindered by fragmented so…
physics.flu-dyn2025
Particle Image Velocimetry Refinement via Consensus ADMM for Active Fluid Control
Alan Bonomi, Francesco Banelli, Antonio Terpin
Particle Image Velocimetry (PIV) is among the central modalities for measuring flow fields across laboratory, industrial and environmental setting. Traditional PIV approaches typic…