Author

Yang K. Lu

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Sep 2026

Physics-informed machine learning for south pacific sea-level rise: integrating ocean-atmosphere-land interactions

Results indicate that by the late twenty-first century, rising temperatures-driving glacier melt and sea surface warming-will be the primary causes of sea-level rise.

Yang K. Lu, Ying Huang · Stochastic environmental res... · 0 citations

Conference Jul 2026

DiffAugment-xView2: Leveraging Stable Diffusion with LoRA and ControlNet for Synthetic Data Augmentation in Earthquake Building Damage Assessment

Automated building damage assessment from postearthquake satellite imagery is a critical yet severely data-limited task. The xView2 Mexico earthquake subset presents an extreme class imbalance: of 6,105 annotated buildings extracted from 121 scene pairs, 99.1% are no-damage, while the destroyed class contains only one...

Yang K. Lu, Brenna Miller, Caiden Pleis et al. · International Conference on... · 0 citations