Archivio Istituzionale della RicercaMARGHERITTI, RICCARDO
MARGHERITTI, RICCARDO
Dipartimento di Automatica e Informatica
098335
Physics-Based Region Clustering to Boost Inference on Computational Fluid Dynamics Flow Fields
In corso di stampa Margheritti, Riccardo; Semeraro, Onofrio; Quadrio, Maurizio; Boracchi, Giacomo
Machine Learning Models for Inference from Flow Fields -- Feature Extraction and Data Augmentation in Computational Fluid Dynamics
2026 Margheritti, Riccardo
Physics-Based Region Clustering to Boost Inference on Computational Fluid Dynamics Flow Fields
2026 Margheritti, Riccardo; Semeraro, Onofrio; Quadrio, Maurizio; Boracchi, Giacomo
Combining Physics-Informed Clustering and Deep Learning to Identify Pathologies and Defects from CFD Data
2025 Margheritti, Riccardo; Semeraro, Onofrio; Quadrio, Maurizio; Boracchi, Giacomo
Feature Extraction from Flow Fields: Physics-Based Clustering and Morphing with Applications
2025 Margheritti, Riccardo; Semeraro, Onofrio; Quadrio, Maurizio; Boracchi, Giacomo
Leveraging Computational Geometry for Data Augmentation in Medical Flow Fields Classification
2025 Margheritti, Riccardo; Schillaci, Andrea; Pipolo, Carlotta; Quadrio, Maurizio; Boracchi, Giacomo
Leveraging Machine Learning for CFD Flow Field Classification
2025 Margheritti, Riccardo; Semeraro, Onofrio; Quadrio, Maurizio; Boracchi, Giacomo
Surgery Planning for the Human Nose: Tackling Anatomic Variability with Machine Learning and CFD
2024 Quadrio, Maurizio; Boracchi, Giacomo; Margheritti, Riccardo; Pipolo, Carlotta; Schillaci, Andrea
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Physics-Based Region Clustering to Boost Inference on Computational Fluid Dynamics Flow Fields / Margheritti, R., Semeraro, O., Quadrio, M., Boracchi, G.. - (In corso di stampa). (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD Porto 15-19 Settembre 2025). | In corso di stampa | Margheritti, Riccardo + | preprint_ecml_pkdd_2025_ads_653.pdf |
| Machine Learning Models for Inference from Flow Fields -- Feature Extraction and Data Augmentation in Computational Fluid Dynamics / Margheritti, R.. - (2026 Jun 05), pp. 1-164. | 5-giu-2026 | MARGHERITTI, RICCARDO | Margheritti_phd_thesis-revised.pdf; summary.pdf |
| Physics-Based Region Clustering to Boost Inference on Computational Fluid Dynamics Flow Fields / Margheritti, R., Semeraro, O., Quadrio, M., Boracchi, G.. - 16022:(2026), pp. 3-20. (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2025 Porto (PRT) September 15–19, 2025) [10.1007/978-3-032-06129-4_1]. | 1-gen-2026 | Riccardo Margheritti + | ECML_final.pdf; 978-3-032-06129-4_1.pdf |
| Combining Physics-Informed Clustering and Deep Learning to Identify Pathologies and Defects from CFD Data / Margheritti, R., Semeraro, O., Quadrio, M., Boracchi, G.. - (2025). (Joint event "Euromech Colloquium on Data-Driven Fluid Dynamics" & "2nd ERCOFTAC Workshop on Machine Learning for Fluid Dynamics" London (UK) Apr 2-4, 2025). | 1-gen-2025 | Margheritti, Riccardo + | Margheritti_abstract.pdf |
| Feature Extraction from Flow Fields: Physics-Based Clustering and Morphing with Applications / Margheritti, R., Semeraro, O., Quadrio, M., Boracchi, G.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - 15:23(2025). [10.3390/app152312421] | 1-gen-2025 | Margheritti, Riccardo + | applsci-15-12421.pdf |
| Leveraging Computational Geometry for Data Augmentation in Medical Flow Fields Classification / Margheritti, R., Schillaci, A., Pipolo, C., Quadrio, M., Boracchi, G.. - ELETTRONICO. - 2582:(2025), pp. 109-122. (Engineering Applications of Neural Networks 26th International Conference, EANN 2025 Limassol (CY) June 26–29, 2025) [10.1007/978-3-031-96199-1_9]. | 1-gen-2025 | Margheritti, Riccardo + | Margheritti_EANN_CR.pdf |
| Leveraging Machine Learning for CFD Flow Field Classification / Margheritti, R., Semeraro, O., Quadrio, M., Boracchi, G.. - (2025). (DTE & AICOMAS 2025 3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025) Paris (FR) 17-21 Feb 2025). | 1-gen-2025 | Margheritti, Riccardo + | Margheritti_aicomas_2025_abstract.pdf |
| Surgery Planning for the Human Nose: Tackling Anatomic Variability with Machine Learning and CFD / Quadrio, M., Boracchi, G., Margheritti, R., Pipolo, C., Schillaci, A.. - (2024). (26th International Conference of the Theoretical and Applied Mechanics (ICTAM 2024) Daegu, KOR 25-30 Aug, 2024). | 1-gen-2024 | Margheritti, Riccardo + | QUADM02-24.pdf |