most citedInvestigation of Numerical Diffusion in Aerodynamic Flow Simulations with Physics Informed Neural Networks

2 citations

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2 papers

physics.flu-dyn2025★ 2 cited

Investigation of Numerical Diffusion in Aerodynamic Flow Simulations with Physics Informed Neural Networks

Alok Warey, Taeyoung Han, Shailendra Kaushik

Computational Fluid Dynamics (CFD) simulations are used for many air flow simulations including road vehicle aerodynamics. Numerical diffusion occurs when local flow direction is n…

cs.CV2025

Hybrid Synthetic Data Generation with Domain Randomization Enables Zero-Shot Vision-Based Part Inspection Under Extreme Class Imbalance

Ruo-Syuan Mei, Sixian Jia, Guangze Li +6

Machine learning, particularly deep learning, is transforming industrial quality inspection. Yet, training robust machine learning models typically requires large volumes of high-q…