Precipitation Nowcasting Using Diffusion Transformer with Causal Attention
Fuente:
arXiv
Saved in:
| Main Authors: | Li, ChaoRong, Ling, XuDong, Xue, YiLan, Luo, Wenjie, Zhu, LiHong, Qin, FengQing, Zhou, Yaodong, Huang, Yuanyuan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Two-stage Rainfall-Forecasting Diffusion Model
by: Ling, XuDong, et al.
Published: (2024)
by: Ling, XuDong, et al.
Published: (2024)
Extreme Precipitation Nowcasting using Multi-Task Latent Diffusion Models
by: Chaorong, Li, et al.
Published: (2024)
by: Chaorong, Li, et al.
Published: (2024)
LangPrecip: Language-Aware Multimodal Precipitation Nowcasting
by: Ling, Xudong, et al.
Published: (2025)
by: Ling, Xudong, et al.
Published: (2025)
Stable Attention Response for Reliable Precipitation Nowcasting
by: Wen, Penghui, et al.
Published: (2026)
by: Wen, Penghui, et al.
Published: (2026)
How Effective Are Time-Series Models for Precipitation Nowcasting? A Comprehensive Benchmark for GNSS-based Precipitation Nowcasting
by: Zhang, Yifang, et al.
Published: (2025)
by: Zhang, Yifang, et al.
Published: (2025)
Probabilistic Precipitation Nowcasting with Rectified Flow Transformers
by: Schusterbauer, Johannes, et al.
Published: (2026)
by: Schusterbauer, Johannes, et al.
Published: (2026)
A Space-Time Transformer for Precipitation Nowcasting
by: Harris, Levi, et al.
Published: (2025)
by: Harris, Levi, et al.
Published: (2025)
Multi-Source Temporal Attention Network for Precipitation Nowcasting
by: Sarabia, Rafael Pablos, et al.
Published: (2024)
by: Sarabia, Rafael Pablos, et al.
Published: (2024)
DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting
by: Yu, Demin, et al.
Published: (2023)
by: Yu, Demin, et al.
Published: (2023)
RainDiff: End-to-end Precipitation Nowcasting Via Token-wise Attention Diffusion
by: Nguyen, Thao, et al.
Published: (2025)
by: Nguyen, Thao, et al.
Published: (2025)
DuoCast: Duo-Probabilistic Diffusion for Precipitation Nowcasting
by: Wen, Penghui, et al.
Published: (2024)
by: Wen, Penghui, et al.
Published: (2024)
Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
by: Vatamany, Lorand, et al.
Published: (2024)
by: Vatamany, Lorand, et al.
Published: (2024)
MambaRain: Multi-Scale Mamba-Attention Framework for 0-3 Hour Precipitation Nowcasting
by: Shi, Chunlei, et al.
Published: (2026)
by: Shi, Chunlei, et al.
Published: (2026)
Extreme Precipitation Nowcasting using Transformer-based Generative Models
by: Meo, Cristian, et al.
Published: (2024)
by: Meo, Cristian, et al.
Published: (2024)
STLDM: Spatio-Temporal Latent Diffusion Model for Precipitation Nowcasting
by: Foo, Shi Quan, et al.
Published: (2025)
by: Foo, Shi Quan, et al.
Published: (2025)
Self-supervised Spatial-Temporal Learner for Precipitation Nowcasting
by: Li, Haotian, et al.
Published: (2024)
by: Li, Haotian, et al.
Published: (2024)
Multiscale analysis of the mechanical properties and interface damage mechanisms of carbon fiber reinforced polypropylene composites
by: Tian Qiu, et al.
Published: (2025)
by: Tian Qiu, et al.
Published: (2025)
Extreme Weather Nowcasting via Local Precipitation Pattern Prediction
by: Song, Changhoon, et al.
Published: (2026)
by: Song, Changhoon, et al.
Published: (2026)
Preparation of Amorphous Calcium Phosphate (ACP) by Precipitation Method at Low Temperature and Its Application in the Removal of Congo Red (CR)
by: Qing Li, et al.
Published: (2025)
by: Qing Li, et al.
Published: (2025)
GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting
by: Reulen, Eloy, et al.
Published: (2024)
by: Reulen, Eloy, et al.
Published: (2024)
FusionFormer : A Multi‐Source Data Fusion Transformer for Precipitation Nowcasting
by: Jianhao Sun, et al.
Published: (2026)
by: Jianhao Sun, et al.
Published: (2026)
Rectifying Distribution Shift in Cascaded Precipitation Nowcasting
by: Ju, Fanbo, et al.
Published: (2025)
by: Ju, Fanbo, et al.
Published: (2025)
Extending Precipitation Nowcasting Horizons via Spectral Fusion of Radar Observations and Foundation Model Priors
by: Qin, Yuze, et al.
Published: (2026)
by: Qin, Yuze, et al.
Published: (2026)
FusionCast: Enhancing Precipitation Nowcasting with Asymmetric Cross-Modal Fusion and Future Radar Priors
by: Wang, Henan, et al.
Published: (2026)
by: Wang, Henan, et al.
Published: (2026)
SynCast: Synergizing Contradictions in Precipitation Nowcasting via Diffusion Sequential Preference Optimization
by: Xu, Kaiyi, et al.
Published: (2025)
by: Xu, Kaiyi, et al.
Published: (2025)
Skillful Nowcasting of Convective Clouds With a Cascade Diffusion Model
by: Chen, Haoming, et al.
Published: (2025)
by: Chen, Haoming, et al.
Published: (2025)
Data-driven Precipitation Nowcasting Using Satellite Imagery
by: Park, Young-Jae, et al.
Published: (2024)
by: Park, Young-Jae, et al.
Published: (2024)
Towards a Spatiotemporal Fusion Approach to Precipitation Nowcasting
by: Curcio, Felipe, et al.
Published: (2025)
by: Curcio, Felipe, et al.
Published: (2025)
SimCast: Enhancing Precipitation Nowcasting with Short-to-Long Term Knowledge Distillation
by: Yin, Yifang, et al.
Published: (2025)
by: Yin, Yifang, et al.
Published: (2025)
PA-Net: Precipitation-Adaptive Mixture-of-Experts for Long-Tail Rainfall Nowcasting
by: Xiao, Xinyu, et al.
Published: (2026)
by: Xiao, Xinyu, et al.
Published: (2026)
FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching
by: Ribeiro, Bernardo Perrone, et al.
Published: (2025)
by: Ribeiro, Bernardo Perrone, et al.
Published: (2025)
Beyond MSE: Improving Precipitation Nowcasting with Multi-Quantile Regression
by: van Nieuwkoop, Gijs, et al.
Published: (2026)
by: van Nieuwkoop, Gijs, et al.
Published: (2026)
Precipitation Nowcasting Using Physics Informed Discriminator Generative Models
by: Yin, Junzhe, et al.
Published: (2024)
by: Yin, Junzhe, et al.
Published: (2024)
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling
by: Turzi, Marco, et al.
Published: (2025)
by: Turzi, Marco, et al.
Published: (2025)
Axial-UNet: A Neural Weather Model for Precipitation Nowcasting
by: Mamtani, Sumit, et al.
Published: (2025)
by: Mamtani, Sumit, et al.
Published: (2025)
PIANO: Physics-informed Dual Neural Operator for Precipitation Nowcasting
by: Chin, Seokhyun, et al.
Published: (2025)
by: Chin, Seokhyun, et al.
Published: (2025)
McCast: Memory-Guided Latent Drift Correction for Long-Horizon Precipitation Nowcasting
by: Wen, Penghui, et al.
Published: (2026)
by: Wen, Penghui, et al.
Published: (2026)
RainBalance: Alleviating Dual Imbalance in GNSS-based Precipitation Nowcasting via Continuous Probability Modeling
by: Zhang, Yifang, et al.
Published: (2026)
by: Zhang, Yifang, et al.
Published: (2026)
Attention-Only Transformers via Unrolled Subspace Denoising
by: Wang, Peng, et al.
Published: (2025)
by: Wang, Peng, et al.
Published: (2025)
WADEPre: A Wavelet-based Decomposition Model for Extreme Precipitation Nowcasting with Multi-Scale Learning
by: Liu, Baitian, et al.
Published: (2026)
by: Liu, Baitian, et al.
Published: (2026)
Similar Items
-
Two-stage Rainfall-Forecasting Diffusion Model
by: Ling, XuDong, et al.
Published: (2024) -
Extreme Precipitation Nowcasting using Multi-Task Latent Diffusion Models
by: Chaorong, Li, et al.
Published: (2024) -
LangPrecip: Language-Aware Multimodal Precipitation Nowcasting
by: Ling, Xudong, et al.
Published: (2025) -
Stable Attention Response for Reliable Precipitation Nowcasting
by: Wen, Penghui, et al.
Published: (2026) -
How Effective Are Time-Series Models for Precipitation Nowcasting? A Comprehensive Benchmark for GNSS-based Precipitation Nowcasting
by: Zhang, Yifang, et al.
Published: (2025)