FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching
Fuente:
arXiv
Saved in:
| Main Authors: | Ribeiro, Bernardo Perrone, Pucer, Jana Faganeli |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FlowCast-ODE: Continuous Hourly Weather Forecasting with Dynamic Flow Matching and ODE Solver
by: He, Shuangshuang, et al.
Published: (2025)
by: He, Shuangshuang, et al.
Published: (2025)
PixelFlowCast: Latent-Free Precipitation Nowcasting via Pixel Mean Flows
by: Zhu, Yufeng, et al.
Published: (2026)
by: Zhu, Yufeng, et al.
Published: (2026)
FlowCast: Trajectory Forecasting for Scalable Zero-Cost Speculative Flow Matching
by: Bajpai, Divya Jyoti, et al.
Published: (2026)
by: Bajpai, Divya Jyoti, 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)
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
by: Gong, Junchao, et al.
Published: (2024)
by: Gong, Junchao, et al.
Published: (2024)
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)
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)
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)
Flow Matching for Convective-Scale Precipitation Downscaling
by: Wetherell, Tom
Published: (2026)
by: Wetherell, Tom
Published: (2026)
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling
by: Turzi, Marco, et al.
Published: (2025)
by: Turzi, Marco, et al.
Published: (2025)
Weighted Conditional Flow Matching
by: Calvo-Ordonez, Sergio, et al.
Published: (2025)
by: Calvo-Ordonez, Sergio, et al.
Published: (2025)
Rectifying Distribution Shift in Cascaded Precipitation Nowcasting
by: Ju, Fanbo, et al.
Published: (2025)
by: Ju, Fanbo, et al.
Published: (2025)
DYffCast: Regional Precipitation Nowcasting Using IMERG Satellite Data. A case study over South America
by: Seal, Daniel, et al.
Published: (2024)
by: Seal, Daniel, et al.
Published: (2024)
Self-supervised Spatial-Temporal Learner for Precipitation Nowcasting
by: Li, Haotian, et al.
Published: (2024)
by: Li, Haotian, et al.
Published: (2024)
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)
Conditional Flow Matching for Bayesian Posterior Inference
by: Zhai, Percy S., et al.
Published: (2025)
by: Zhai, Percy S., et al.
Published: (2025)
Coreset-Induced Conditional Velocity Flow Matching
by: Wang, Xiao, et al.
Published: (2026)
by: Wang, Xiao, et al.
Published: (2026)
Space Group Conditional Flow Matching
by: Puny, Omri, et al.
Published: (2025)
by: Puny, Omri, et al.
Published: (2025)
Towards a Spatiotemporal Fusion Approach to Precipitation Nowcasting
by: Curcio, Felipe, et al.
Published: (2025)
by: Curcio, Felipe, et al.
Published: (2025)
MolGuidance: Advanced Guidance Strategies for Conditional Molecular Generation with Flow Matching
by: Jin, Jirui, et al.
Published: (2025)
by: Jin, Jirui, et al.
Published: (2025)
Simplex-to-Euclidean Bijections for Categorical Flow Matching
by: Williams, Bernardo, et al.
Published: (2025)
by: Williams, Bernardo, et al.
Published: (2025)
Flowing Straighter with Conditional Flow Matching for Accurate Speech Enhancement
by: Cross, Mattias, et al.
Published: (2025)
by: Cross, Mattias, et al.
Published: (2025)
ChargeFlow: Flow-Matching Refinement of Charge-Conditioned Electron Densities
by: Nguyen, Tri Minh, et al.
Published: (2026)
by: Nguyen, Tri Minh, et al.
Published: (2026)
Feynman-Kac-Flow: Inference Steering of Conditional Flow Matching to an Energy-Tilted Posterior
by: Mark, Konstantin, et al.
Published: (2025)
by: Mark, Konstantin, et al.
Published: (2025)
CloudCast -- Total Cloud Cover Nowcasting with Machine Learning
by: Partio, Mikko, et al.
Published: (2024)
by: Partio, Mikko, et al.
Published: (2024)
PIANO: Physics-informed Dual Neural Operator for Precipitation Nowcasting
by: Chin, Seokhyun, et al.
Published: (2025)
by: Chin, Seokhyun, 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)
Extreme Precipitation Nowcasting using Transformer-based Generative Models
by: Meo, Cristian, et al.
Published: (2024)
by: Meo, Cristian, et al.
Published: (2024)
Metriplectic Conditional Flow Matching for Dissipative Dynamics
by: Baheri, Ali, et al.
Published: (2025)
by: Baheri, Ali, 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)
Conditional Variable Flow Matching: Transforming Conditional Densities with Amortized Conditional Optimal Transport
by: Generale, Adam P., et al.
Published: (2024)
by: Generale, Adam P., et al.
Published: (2024)
FloodDamageCast: Building Flood Damage Nowcasting with Machine Learning and Data Augmentation
by: Liu, Chia-Fu, et al.
Published: (2024)
by: Liu, Chia-Fu, et al.
Published: (2024)
Memory-Conditioned Flow-Matching for Stable Autoregressive PDE Rollouts
by: Armegioiu, Victor
Published: (2026)
by: Armegioiu, Victor
Published: (2026)
Explicit Flow Matching: On The Theory of Flow Matching Algorithms with Applications
by: Ryzhakov, Gleb, et al.
Published: (2024)
by: Ryzhakov, Gleb, et al.
Published: (2024)
Graph-Conditional Flow Matching for Relational Data Generation
by: Scassola, Davide, et al.
Published: (2025)
by: Scassola, Davide, 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)
LangPrecip: Language-Aware Multimodal Precipitation Nowcasting
by: Ling, Xudong, et al.
Published: (2025)
by: Ling, Xudong, et al.
Published: (2025)
Precipitation Nowcasting Using Diffusion Transformer with Causal Attention
by: Li, ChaoRong, et al.
Published: (2024)
by: Li, ChaoRong, et al.
Published: (2024)
Similar Items
-
FlowCast-ODE: Continuous Hourly Weather Forecasting with Dynamic Flow Matching and ODE Solver
by: He, Shuangshuang, et al.
Published: (2025) -
PixelFlowCast: Latent-Free Precipitation Nowcasting via Pixel Mean Flows
by: Zhu, Yufeng, et al.
Published: (2026) -
FlowCast: Trajectory Forecasting for Scalable Zero-Cost Speculative Flow Matching
by: Bajpai, Divya Jyoti, et al.
Published: (2026) -
SynCast: Synergizing Contradictions in Precipitation Nowcasting via Diffusion Sequential Preference Optimization
by: Xu, Kaiyi, et al.
Published: (2025) -
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling
by: Gong, Junchao, et al.
Published: (2024)