Mohamed Elrefaie, Florin Morar, Angela Dai, Faez Ahmed
NeurIPS 2024 (MIT Research Spotlight)
AI Agents in Engineering Design: A Multi-Agent Framework for Aesthetic and Aerodynamic Car Design
Mohamed Elrefaie, Janet Qian, Raina Wu, Qian Chen, Angela Dai, Faez Ahmed
International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, 2025
BlendedNet: A Blended Wing Body Aircraft Dataset and Surrogate Model for Aerodynamic Predictions
Nicholas Sung, Steven Spreizer, Mohamed Elrefaie, Kaira Samuel, Matthew C. Jones, Faez Ahmed
International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, 2025
TripOptimizer: Generative 3D Shape Optimization and Drag Prediction using Triplane VAE Networks
Parsa Vatani, Mohamed Elrefaie, Farhad Nazarpour, Faez Ahmed
Under Review, 2025
TripNet: Learning Large-scale High-fidelity 3D Car Aerodynamics with Triplane Networks
Qian Chen, Mohamed Elrefaie, Angela Dai, Faez Ahmed
Under Review, 2025 Mar
Mohamed Elrefaie, Angela Dai, Faez Ahmed
International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, (Awarded " ASME Papers of Distinction"), 2024
Real-time and on-site aerodynamics using stereoscopic piv and deep optical flow learning
Mohamed Elrefaie, Steffen Hüttig, Mariia Gladkova, Timo Gericke, Daniel Cremers, Christian Breitsamter
Experiments in Fluids (Springer Nature), 2024
Surrogate modeling of the aerodynamic performance for airfoils in transonic regime
Mohamed Elrefaie, Tarek Ayman, Mayar Elrefaie, Eman Sayed, Mahmoud Ayyad, Mohamed M AbdelRahman
AIAA SCITECH 2024 Forum, 2024