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.
Rowland, Larisa N
2 Pith papers cite this work. Polarity classification is still indexing.
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Infrastructure is the primary obstacle to embodied AI for science in the Global South, and addressing it turns automation into essential capacity rather than a luxury.
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AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents
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.
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Infrastructure First: Enabling Embodied AI for Science in the Global South
Infrastructure is the primary obstacle to embodied AI for science in the Global South, and addressing it turns automation into essential capacity rather than a luxury.