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In this study, we propose a novel super-resolution model to enrich the flow fields around the vehicle to a higher resolution. To deal with the complex flow ...
In this study, we propose a novel super-resolution model to enrich the flow fields around the vehicle to a higher resolution. To deal with the complex flow ...
This supplementary material provides additional results of difference comparisons and velocity energy spectra of other vehicle cases in the test set. In section ...
In vehicle shape design from an aerodynamic perfor- mance perspective, deep learning methods enable us to es- timate the flow field in a short period.
3D Super-Resolution Model for Vehicle Flow Field Enrichment, ➖, thecvf ; AssemblyNet: A Point Cloud Dataset and Benchmark for Predicting Part Directions in an ...
Apr 12, 2024 · This enables designers to explore various ideas with real-time, accurate performance estimates, ultimately enhancing outcomes with greater ...
Nov 18, 2024 · demonstrated successful application of super-resolution models to vehicle aerodynamics, enabling enrichment of flow fields around vehicle ...
3d super-resolution model for vehicle flow field enrichment. TL Trinh, F Chen ... 3D Ship Hull Design Direct Optimization Using Generative Adversarial Network.
Figure 16: Visualizations of the 3D flow field around different car designs, showcasing the large ... 3d super-resolution model for vehicle flow field enrichment.
Nov 23, 2024 · In this paper, we introduce SplatFlow, a Self-Supervised Dynamic Gaussian Splatting within Neural Motion Flow Fields (NMFF) to learn 4D space- ...