Research Software / Project
Feilian-3D
A 3D U-Net for predicting wind speed fields, with distributed training, physics-informed loss functions, and support for AMD GPUs on HPC systems.
PythonDeep LearningSlurmHPC
At a glance
What Feilian-3D does
- 01
Predict three-dimensional wind speed fields from building layouts.
- 02
Train with a 3D U-Net and physics-informed loss functions.
- 03
Run distributed experiments with Slurm and AMD GPUs.