TripOptimizer: Generative 3D shape optimization and drag prediction using triplane VAE networks
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TripOptimizer: Generative 3D shape optimization and drag prediction using triplane VAE networks
The computational cost of traditional Computational Fluid Dynamics (CFD)-based Aerodynamic Shape Optimization severely restricts design space exploration. This paper introduces TripOptimizer, a fully differentiable deep learning framework for rapid aerodynamic analysis and shape optimization directly from vehicle point cloud data. TripOptimizer ...
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