Gonzalo Rubio
Scholar

Gonzalo Rubio

Google Scholar ID: rL7dIjkAAAAJ
ETSIAE-UPM (School of Aeronautics in Madrid)
Applied MathematicsCFDHigh-order methodsMultiphase Flows
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Citations & Impact
All-time
Citations
912
 
H-index
17
 
i10-index
29
 
Publications
20
 
Co-authors
33
list available
Contact
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Publications
4 items
On the Role of Consistency Between Physics and Data in Physics-Informed Neural Networks
2026
Cited
0
Reliable Statistical Guarantees for Conformal Predictors with Small Datasets
2025
Cited
0
A Certifiable Machine Learning-Based Pipeline to Predict Fatigue Life of Aircraft Structures
2025
Cited
0
Aerodynamic and structural airfoil shape optimisation via Transfer Learning-enhanced Deep Reinforcement Learning
2025
Cited
0
Resume (English only)
Academic Achievements
  • Published numerous papers across various fields, including but not limited to fluid mechanics, computational physics, applications of machine learning, and aerospace engineering.
Co-authors
33 total
Eusebio Valero
Eusebio Valero
Universidad Politecnica de madrid
Esteban Ferrer
Esteban Ferrer
Full Professor - ETSIAE-UPM (School of Aeronautics in Madrid)
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