2 papers
physics.flu-dyn2025
Effect of cross-sectional anisotropy on shock train dynamics in supersonic internal flows
Jagmohan Singh, Venkat Raman
This study investigates the effect of duct aspect ratio (), defined as the ratio of major to minor axis in an elliptical duct, on shock train dynamics for a freestream Mach num…
cs.LG2025
Automated Design Optimization via Strategic Search with Large Language Models
Anthony Carreon, Vansh Sharma, Venkat Raman
Optimization methods have long advanced many fields, yet they struggle when faced with design problems where the search space and design parameters are difficult to define. Large l…