FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation CF Liu, L Huang, K Yin, S Brody, A Mostafavi International Journal of Disaster Risk Reduction, 2024 | 1 | 2024 |
Predicting peak inundation depths with a physics informed machine learning model CC Lee, L Huang, F Antolini, M Garcia, A Juan, SD Brody, A Mostafavi Scientific Reports 14 (1), 14826, 2024 | 1 | 2024 |
Depth-based adaptable image layer prediction using bidirectional depth semantic fusion J Lin, Z Fan, L Huang, K Huang The Visual Computer, 1-11, 2024 | 1 | 2024 |
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation Z Liu, L Huang, C Fan, A Mostafavi arXiv preprint arXiv:2307.11214, 2023 | 1 | 2023 |
Self-supervised bi-directional mapping generative adversarial network for arbitrary-time longitudinal interpolation of missing data J Lin, D Wu, L Huang Biomedical Signal Processing and Control 105, 9, 2025 | | 2025 |
High-Resolution Flood Probability Mapping Using Generative Machine Learning with Large-Scale Synthetic Precipitation and Inundation Data L Huang, F Antolini, A Mostafavi, R Blessing, M Garcia, SD Brody arXiv preprint arXiv:2409.13936, 2024 | | 2024 |