Xiaomeng Huang

Ocean-E2E: Hybrid Physics-Based and Data-Driven Global Forecasting of Marine Heatwaves with End-to-End Neural Assimilation

Direct Preference Optimization for Dynamical System Modeling

Differential-Integral Neural Operator for Long-Term Turbulence Forecasting

Spatiotemporal Forecasting as Planning: A Model-Based Reinforcement Learning Approach with Generative World Models

VISION: Prompting Ocean Vertical Velocity Reconstruction from Incomplete Observations

OneForecast: A Universal Framework for Global and Regional Weather Forecasting