paper
2023
Nowcasting
New model or method
Transformer / ViTPhysics-informed / physics-constrained0–6 h Journal
2023-01-01
012
Jan 2023
Dawei Li, Kefeng Deng, Di Zhang et al.
IEEE Transactions on Geoscience and Remote Sensing
Lightweight physics-informed transformer nowcasts quantitative precipitation from VIL radar products with convection-diffusion constraints and beats state-of-the-art models.
LPT-QPN: A Lightweight Physics-Informed Transformer for Quantitative Precipitation Nowcasting
In one sentence. Lightweight physics-informed transformer nowcasts quantitative precipitation from VIL radar products with convection-diffusion constraints and beats state-of-the-art models.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Method
- Transformer / ViT, Physics-informed / physics-constrained
- Time scale
- 0–6 h
- Domain
- Regional
- Data
- Radar
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2023.3328945 OpenAlex:W4388087636
- Added
- 2026-10-22
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