3 papers
physics.ao-ph2026
Composable multi-satellite precipitation estimation for evolving observing systems
Yunfan Yang, Haofei Sun, Xiuyu Sun +7
Rapid and spatially continuous precipitation monitoring is critical for flood, landslide, and other hydrometeorological hazard warnings, particularly in regions where rain-gauge an…
physics.ao-ph2026
StormDiT: A generative AI model bridges the 2-6 hour 'gray zone' in precipitation nowcasting
Haofei Sun, Yunfan Yang, Wei Han +6
Accurate short-term warnings for extreme precipitation are critical for global disaster mitigation but are hindered by a persistent predictability barrier at the 2-6 hour horizon -…
stat.CO2025
An Optimal Transport-Based Generative Model for Bayesian Posterior Sampling
Ke Li, Wei Han, Yuexi Wang +1
We investigate the problem of sampling from posterior distributions with intractable normalizing constants in Bayesian inference. Our solution is a new generative modeling approach…