From the 1 of 3 linked papers with an AI index.
3 papers
The potential of quantum computers for Particle Image Velocimetry
Philipp Pfeffer, Theo Käufer, Julia Ingelmann +2
The paper introduces a quantum algorithm that uses multidimensional quantum Fourier transforms to accelerate Particle Image Velocimetry calculations, detailing state preparation, a…
Digital twin of a large-aspect-ratio Rayleigh-Bénard experiment: Role of thermal boundary conditions, measurement errors and uncertainties
Philipp Patrick Vieweg, Theo Käufer, Christian Cierpka +1
Albeit laboratory experiments and numerical simulations have proven themselves successful in enhancing our understanding of long-living large-scale flow structures in horizontally…
Inferring turbulent velocity and temperature fields and their statistics from Lagrangian velocity measurements using physics-informed Kolmogorov-Arnold Networks
Juan Diego Toscano, Theo Käufer, Zhibo Wang +3
We propose the Artificial Intelligence Velocimetry-Thermometry (AIVT) method to infer hidden temperature fields from experimental turbulent velocity data. This physics-informed mac…