2 papers
physics.flu-dyn2026
CFD-Machine Learning Driven Pod Optimization and Staged Pressure-Area Management for Supersonic Evacuated Tube Transport
Jaydip Patel, Dhwanil Shukla
This study investigates the aerodynamic feasibility of high-speed evacuated tube transport (ETT) using an integrated CFD-machine learning framework for pod geometry optimization an…
physics.flu-dyn2018
Physics of Reverse Flow on Rotors at High Advance Ratios
Nandeesh Hiremath, Dhwanil Shukla, Narayanan Komerath
When a rotor blade encounters reverse flow in edgewise flight at high advance ratio, a strong vortical structure forms on the leeside of the sharp blade edge. This has unexpected e…