Elrefaie, Mohamed
- DrivAerNet: A Parametric Car Dataset for Data-Driven Aerodynamic Design and Prediction
2024/03/12 by Mohamed Elrefaie, Elrefaie, Mohamed, Angela Dai +3 · 12 citations
Engineering · #Aerodynamics and Fluid Dynamics Research #Autonomous Vehicle Technology and Safety #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Vehicle emissions and performance #and Science (cs.CE)
- AI Agents in Engineering Design: A Multi-Agent Framework for Aesthetic and Aerodynamic Car Design
2025/03/30 by Elrefaie, Mohamed, Qian, Janet, Wu, Raina +3 · 11 citations
#Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
- TripNet: Learning Large-scale High-fidelity 3D Car Aerodynamics with Triplane Networks
2025/03/19 by Chen, Qian, Elrefaie, Mohamed, Dai, Angela +1 · 8 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG)
- BlendedNet: A Blended Wing Body Aircraft Dataset and Surrogate Model for Aerodynamic Predictions
2025/09/08 by Nicholas Sung, Sung, Nicholas, Steven Spreizer +9 · 7 citations
Engineering · Physics and Astronomy · #Aerospace and Aviation Technology #Model Reduction and Neural Networks #Aerodynamics and Fluid Dynamics Research