23 citations · 29 across the 3 of their papers we have counts for
3 papers
physics.flu-dyn2025
Comparative Analysis of the Flow in a Realistic Human Airway
Mario Rüttgers, Julian Vorspohl, Luca Mayolle +7
Accurate simulations of the flow in the human airway are essential for advancing diagnostic methods. Many existing computational studies rely on simplified geometries or turbulence…
cs.LG2023★ 23 cited
Effects of spatiotemporal correlations in wind data on neural network-based wind predictions
Heesoo Shin, Mario Rüttgers, Sangseung Lee
This paper investigates the influence of incorporating spatiotemporal wind data on the performance of wind forecasting neural networks. While previous studies have shown that inclu…
physics.ao-ph2018★ 6 cited
Typhoon track prediction using satellite images in a Generative Adversarial Network
Mario Rüttgers, Sangseung Lee, Donghyun You
Tracks of typhoons are predicted using satellite images as input for a Generative Adversarial Network (GAN). The satellite images have time gaps of 6 hours and are marked with a re…