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cs.LG2024★ 7 cited
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
Mohamed Elrefaie, Florin Morar, Angela Dai +1
We present DrivAerNet++, the largest and most comprehensive multimodal dataset for aerodynamic car design. DrivAerNet++ comprises 8,000 diverse car designs modeled with high-fideli…
cs.LG2024
DrivAerNet: A Parametric Car Dataset for Data-Driven Aerodynamic Design and Prediction
Mohamed Elrefaie, Angela Dai, Faez Ahmed
This study introduces DrivAerNet, a large-scale high-fidelity CFD dataset of 3D industry-standard car shapes, and RegDGCNN, a dynamic graph convolutional neural network model, both…