Accurate Flood Prediction

Ask about this topic

Recent momentum

-43%

4 papers in the last 28 days · 0.1% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Also in Sen1Floods11

Neighbouring directions

Sen1Floods11Flood DetectionFundamental Hydrological Principles

Weekly history

Recent digests

What was published in this topic, kept on the site without email delivery.

Period ending 2026-09-21

2 new papers

A weekly snapshot of new work published in Accurate Flood Prediction.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Accurate Flood Prediction.

Period ending 2026-09-07

1 new paper

A weekly snapshot of new work published in Accurate Flood Prediction.

33 papers

Latest in Accurate Flood Prediction

Open your feed →
CardsList

  1. Cross-Architecture Foundation-Model Distillation for Edge Flood Segmentation

    Sep 17, 2026Fabian Schmalstieg, Karsten Mueller, Wojciech SamekGeospatial Foundation ModelsSen1Floods11

  2. Modular Deep Learning Mechanisms for Auditable Next-Day Wildfire Spread Prediction

    Sep 15, 2026Miguel Esparza, Aydin Ayanzadeh Ahmad Mousavi, Ali MostafaviWildfire PredictionAccurate Flood Prediction

  3. A Dataset and Model for Imputing Water Surface Elevation on a Large and Extremely Sparse Spatiotemporal Graph

    Sep 10, 2026Ruben Cartuyvels, Karim Douch, Gabriele Bertoli +4Accurate Flood PredictionSea-Surface Temperature Data

  4. SurgeGen: A Hybrid Generative Diffusion Framework for Storm Surge Scenario Synthesis

    Sep 3, 2026Shunan Zheng, John J. HasenbeinAccurate Flood PredictionSurrogate Models

  5. Evaluating Machine Learning Models for Post-Wildfire Debris-Flow Prediction

    Aug 5, 2026Quinn Ledingham, Zhengsen Xu, Yimin Zhu +6Wildfire PredictionAccurate Flood Prediction

  6. Real-time probabilistic tsunami forecasting via generative AI

    Aug 5, 2026Yusuke Oishi, Takashi Furumura, Fumihiko ImamuraAccurate Flood PredictionFull Waveform Inversion

  7. Probabilistic Deep Learning for Drought Forecasting: Role of Internal Climate Variability

    Aug 3, 2026Henri Funk, Cornelia Gruber, Göran Kauermann +2Accurate Flood PredictionGlobal Climate Models

  8. Multi-Source Dynamic Graph Learning for Compound-Flood Forecasting in Managed Coastal Systems

    Aug 3, 2026Liangjun You, Min Wu, Orlando Woods +1Accurate Flood PredictionSpatio-Temporal Forecasting

  9. Mechanistic Interpretability-Guided Selective Fine-Tuning of Vision-Language Models for Centimeter-Level Flood Depth Estimation

    Aug 2, 2026Nafis Fuad, Xiaodong Qian, Dongxiao ZhuSen1Floods11Accurate Flood Prediction

  10. Physics-Informed CNN-LSTM for Street-Scale Urban Flood Prediction: Reconciling Aggregate Accuracy and Street-Level Plausibility

    Jul 27, 2026Luc DCosta, Yidi Wang, Jonathan L. Goodall +1Accurate Flood PredictionSen1Floods11

  11. HydroAgent: Formalizing Forecaster Expertise into Skill-Orchestrated Flood Forecasting Workflows

    Jul 27, 2026Qingyi Yang, Siqian Qiu, Bing Li +20Accurate Flood PredictionSen1Floods11

  12. Context-Aware Concept Distillation for Trustworthy Flood Prediction

    Jul 25, 2026Eli Levinkopf, Efrat Morin, Claudia V. GoldmanAccurate Flood PredictionSen1Floods11

  13. DELUGE: Towards Continental-Scale Daily Pluvial Flood Damage Prediction via Interpretable Conditioning on Foundation Model Embeddings

    Jul 17, 2026Yuya Kawakami, Daniel Cayan, Dongyu Liu +2Accurate Flood PredictionSen1Floods11

  14. Joint distribution of upstream runoff governs downstream river-discharge prediction uncertainty in distributed ML models

    Jul 3, 2026Karan Ruparell, Tristan Hascoet, Takemasa Miyoshi +4Fundamental Hydrological PrinciplesAccurate Flood Prediction

  15. Extreme Adaptive Transformer for Time Series Forecasting

    Jul 2, 2026Sanjeev Shrestha, Hui Liu, Yifan ZhangAccurate Flood PredictionTime Series

  16. An Integrated Two-Stage Deep-Learning Tool for Rapid Post-Hurricane Damage Identification and Repair Scheduling

    Jun 28, 2026Hooman Torkaman, Ellis Oti Boateng, Jignesh Solanki +1Post-Disaster Damage AssessmentDeep Learning Framework

  17. Explainable Flood Segmentation on Sentinel-1 SAR1 Imagery Using CNN and Transformer Architectures

    Jun 15, 2026Arundhuti Banerjee, David DaouFlood DetectionSen1Floods11

  18. LSTM-Based Detection of Structural Breaks in Property Insurance Loss Reserving: A Climate-Informed Approach

    Jun 9, 2026Thomas Mbrice, Shashwat PanigrahiInsuranceBidirectional Long Short-Term Memory

  19. Data-efficient flood depth prediction through domain-aware coreset selection and tabular foundation models

    Jun 3, 2026Lipai Huang, Adithi Srinath, Manas Singh +2Accurate Flood PredictionTabular Foundation Models

  20. Advanced Flood Prediction with Physics-Guided Deep Learning: Combining UNet, FNO, and SAR/Optical Imagery

    Jun 2, 2026Tewodros Syum Gebre, Jagrati Talreja, Leila Hashemi-BeniAccurate Flood PredictionFlood Detection

  21. Physics-Informed Machine Learning for Short-Term Flood Prediction

    Jun 2, 2026Tewodros Syum Gebre, Jagrati Talreja, Leila Hashemi-BeniAccurate Flood PredictionFundamental Hydrological Principles

  22. Accurate, Efficient, and Explainable Deep Learning Approaches for Environmental Science Problems

    May 19, 2026Jimeng ShiAccurate Flood PredictionEnvironment

  23. Learning Displacement-Robust Representations for Landslide Early Warning under Rainfall Forecast Uncertainty

    May 17, 2026Ren Ozeki, Hamada Rizk, Hirozumi YamaguchiLandslidesAccurate Flood Prediction

  24. Toward AI-Driven Digital Twins for Metropolitan Floods: A Conditional Latent Dynamics Network Surrogate of the Shallow Water Equations

    May 13, 2026Phillip Si, Yuan Qiu, Omar Sallam +4Accurate Flood PredictionSen1Floods11

  25. A Resilient Solution for Sewer Overflow Monitoring across Cloud and Edge

    May 11, 2026Vipin Singh, Tianheng Ling, Peter Ghaly +3Accurate Flood PredictionCloud

  26. PACT: Peak-Aware Cross-Attention Graph Transformers for Efficient Storm-Surge Emulation

    May 9, 2026Zesheng Liu, Doyup Kwon, Ning Lin +1Accurate Flood PredictionGlobal Climate Models

  27. ZAYAN: Disentangled Contrastive Transformer for Tabular Remote Sensing Data

    Apr 30, 2026Al Zadid Sultan Bin Habib, Tanpia Tasnim, Md. Ekramul Islam +1Tabular LearningContrastive Learning

  28. Continuous Flood Nowcasting in South Asia: A Multi-Sensor Ensemble Remote Sensing Framework for Flood Extent

    Apr 29, 2026Usman Nazir, Disha Gomathinayagam, Muhammad Kamran +1Flood DetectionSen1Floods11

  29. A Deep U-Net Framework for Flood Hazard Mapping Using Hydraulic Simulations of the Wupper Catchment

    Apr 22, 2026Christian Lammers, Fernando Arévalo, Leonie Märker-Neuhaus +3Accurate Flood PredictionFlood Detection

  30. StormNet: Improving storm surge predictions with a GNN-based spatio-temporal offset forecasting model

    Apr 22, 2026Noujoud Nader, Stefanos Giaremis, Clint Dawson +3Accurate Flood PredictionSpatio-Temporal Forecasting

  31. A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence

    Apr 22, 2026Antoine Heranval, Olivier Lopez, Didier Ngatcha +1Accurate Flood PredictionInsurance

  32. Process-Aware AI for Rainfall-Runoff Modeling: A Mass-Conserving Neural Framework with Hydrological Process Constraints

    Mar 26, 2026Mohammad A. Farmani, Hoshin V. Gupta, Ali Behrangi +3Fundamental Hydrological PrinciplesAccurate Flood Prediction

  33. Uncovering Insights of Compound Flooding with Data-Driven AI

    Jun 4, 2025Xu Zheng, Chaohao Lin, Sipeng Chen +7Accurate Flood PredictionSen1Floods11