Author

Minseok Seo

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Preprint Oct 2026

Domain-Adaptive Data Assimilation for Global AI Weather Forecasting

AI weather forecasting models are commonly trained on the ERA5 reanalysis, which is unavailable in real time. Operational deployment therefore relies on initial conditions produced by numerical or AI analysis systems that differ from those encountered during training. This mismatch can degrade forecast skill, while ret...

Minseok Seo, Noah D. Brenowitz, Do-Yun Kim et al. · 0 citations

2025

VideoTitans: Scalable Video Prediction with Integrated Short- and Long-term Memory

This work introduces VideoTitans, the first architecture to adapt the gradient-driven Titans memory—originally designed for language modelling to video prediction, and achieves competitive visual fidelity compared to state-of-the-art recurrent, convolutional, and efficient-transformer methods.

Young-Jae Park, Minseok Seo, Hae-Gon Jeon · Neural Information Processin... · 3 citations