AI CFD Scientist autonomously discovers a Spalart-Allmaras runtime correction reducing lower-wall Cf RMSE by 7.89% on the periodic hill at Reh=5600 while using a vision-language gate to detect 14 of 16 silent failures missed by solver checks.
Openfoamgpt 2.0: End-to-end, trustworthy automation for computa- tional fluid dynamics.International Journal of Heat and Fluid Flow
3 Pith papers cite this work. Polarity classification is still indexing.
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Develops and validates a high-order numerical framework for particle-laden flows in moving domains by coupling DGSEM with Lagrangian tracking, ALE, sliding mesh, and RBF morphing for interface-crossing accuracy.
Simulations demonstrate that interactions among multiple vapor bubbles in microchannels lead to smaller leading bubbles due to heat uptake by rear bubbles, modulated by volume ratio, Reynolds number, and wall thickness.
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High-Order Simulation of Particle-Laden Flows in Moving Domains Using Coupled ALE and Sliding Mesh Approaches
Develops and validates a high-order numerical framework for particle-laden flows in moving domains by coupling DGSEM with Lagrangian tracking, ALE, sliding mesh, and RBF morphing for interface-crossing accuracy.