This repository is a supplement to the paper "Learning Urban Climate Dynamics via Physics-Guided Urban Surface–Atmosphere Interactions" accepted to NeurIPS 2025 main conference.
Download Inference datasets ucformer_dataset/processed/ to /your/data/path/ for inference experiments.
Download Generalization datasets ucformer_dataset/processed/2070-2074_generalize/ to /your/data/path/ for generalization experiments.
Dataset descriptions:
*_features.parquet includes all the atmospheric forcing and… See the full description on the dataset page:
https://huggingface.co/datasets/XiGuaaa/ucformer_dataset.