Full-Field Flow Measurement TRIZ Cases
- Fluid Flow Assessment Using PINNs for Particle Tracking Uncertainty
Physics-informed neural networks correct particle localization and inertial advection errors to improve 3D velocity and pressure estimates.
- NO Flow Tagging Imaging with Single-Laser Hypersonic Fluorescence
A single nanosecond laser ionizes NO to create long-lived N2 fluorescence, enabling precise hypersonic flow imaging with simpler hardware.