layout: page title: Publications permalink: /publications/ —
Below is a selection of my publications. Update _data/publications.yml to add new entries.
2025
- Learning Flow Fields from Sparse Sensors with Physics-Informed Networks — Conference on Computer Vision and Pattern Recognition (CVPR) (2025)
R. Margheritti, G. Boracchi, M. Quadrio
We reconstruct fluid dynamics fields from minimal sensors using PINNs.
DOI · PDF · Code
2024
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Virtual Sensor Placement for CFD with Uncertainty-Aware Optimization — International Conference on Machine Learning (ICML) Workshop (2024)
R. Margheritti, M. Quadrio