3 papers
physics.flu-dyn2026
UrbanFlow-3K: A Dataset of 3,000 Lattice-Boltzmann Simulations of Random Building Layouts
Hojin Lee, Andreas Lintermann, Sangseung Lee +1
The analysis of flow around buildings has gained significant research interest across various domains, including pedestrian safety, pollutant dispersion, natural ventilation, and b…
physics.flu-dyn2025
The HydroGym Reinforcement Learning Platform for Fluid Dynamics
Christian Lagemann, Sajeda Mokbel, Miro Gondrum +18
Modeling and controlling fluids is critical across science and engineering. Effective flow control can increase lift, reduce drag, enhance mixing, and attenuate noise, potentially…
physics.ao-ph2018
Prediction of typhoon tracks using a generative adversarial network with observational and meteorological data
Mario Rüttgers, Sangseung Lee, Donghyun You
Tracks of typhoons are predicted using a generative adversarial network (GAN) with observational data in form of satellite images and meteorological data from a reanalysis database…