43 citations as recorded by crossref.

1. Machine Learning in Tropical Cyclone Forecast Modeling: A Review R. Chen et al.
2. Artificial neural network approaches for disaster management: A literature review S. Guha et al.
3. A Hybrid Approach Using Hydrodynamic Modeling and Artificial Neural Networks for Extreme Storm Surge Prediction M. Tayel & H. Oumeraci
4. Nearshore Wave Predictions Using Data Mining Techniques during Typhoons: A Case Study near Taiwan’s Northeastern Coast C. Wei
5. A time-dependent surrogate model for storm surge prediction based on an artificial neural network using high-fidelity synthetic hurricane modeling S. Kim et al.
6. Application of surrogate models in estimation of storm surge:A comparative assessment A. Al Kajbaf & M. Bensi
7. On water level forecasting using artificial neural networks: the case of the Río de la Plata Estuary, Argentina J. Dato et al.
8. Modeling Study on the Asymmetry of Positive and Negative Storm Surges along the Southeastern Coast of China D. Chu et al.
9. Enhancing the Predicting Accuracy of the Water Stage Using a Physical-Based Model and an Artificial Neural Network-Genetic Algorithm in a River System W. Liu & C. Chung
10. Accurate storm surge forecasting using the encoder–decoder long short term memory recurrent neural network L. Bai & H. Xu
11. Assessment of storm surge inundation and potential hazard maps for the southern coast of Taiwan W. Chen & W. Liu
12. Model of Storm Surge Maximum Water Level Increase in a Coastal Area Using Ensemble Machine Learning and Explicable Algorithm K. Sun & J. Pan
13. Advancing spatio-temporal storm surge prediction with hierarchical deep neural networks S. Saviz Naeini et al.
14. Study on the application of BP neural network optimized based on various optimization algorithms in storm surge prediction X. Zhang & S. Jiang
15. Surge-NF: Neural Fields inspired peak storm surge surrogate modeling with multi-task learning and positional encoding W. Jiang et al.
16. Prediction of Solitary Wave Forces on Coastal Bridge Decks Using Artificial Neural Networks G. Xu et al.
17. Using neural network to improve sea level prediction along the southeastern Brazilian coast B. Primo de Siqueira & A. Paiva
18. Machine-Learning-Based Model for Hurricane Storm Surge Forecasting in the Lower Laguna Madre C. Davila Hernandez et al.
19. Using surrogate modeling to predict storm surge on evolving landscapes under climate change M. Gharehtoragh & D. Johnson
20. Socioeconomic vulnerability assessment of coastal villages and buildings along Andhra Pradesh East Coast of India R. Mahendra et al.
21. Sandy beach erosion: impacts and adaptation strategies in Thailand H. Thepsiriamnuay & N. Pumijumnong
22. Multi-order analytical solving computation of rainstorm causal decomposition during typhoons using a designed key–lock quasi-Newton optimizing derivation C. Huang et al.
23. The impact of extra-tropical transitioning on storm surge and waves in catastrophe risk modelling: application to the Japanese coastline N. Bruneau et al.
24. Multi-objective optimization of typhoon inundation forecast models with cross-site structures for a water-level gauging network by integrating ARMAX with a genetic algorithm H. Ouyang
25. Investigating a complex lake-catchment-river system using artificial neural networks: Poyang Lake (China) Y. Li et al.
26. Numerical study of the storm surges caused by increasing wind speeds in the Bohai Sea, Yellow Sea and East China Sea J. Xu et al.
27. Error-correction-based data-driven models for multiple-hour-ahead river stage predictions: A case study of the upstream region of the Cho-Shui River, Taiwan W. Guo et al.
28. A novel hybrid machine learning model for rapid assessment of wave and storm surge responses over an extended coastal region S. Saviz Naeini & R. Snaiki
29. A Review of Application of Machine Learning in Storm Surge Problems Y. Qin et al.
30. Comparison of Rainfall-Runoff Simulation between Support Vector Regression and HEC-HMS for a Rural Watershed in Taiwan S. Chiang et al.
31. Prediction of hourly inflow for reservoirs at mountain catchments using residual error data and multiple-ahead correction technique W. Guo et al.
32. Prediction of River Stage Using Multistep-Ahead Machine Learning Techniques for a Tidal River of Taiwan W. Guo et al.
33. Modeling Flood Inundation Induced by River Flow and Storm Surges over a River Basin W. Chen & W. Liu
34. A framework for flexible peak storm surge prediction B. Pachev et al.
35. Modeling the interaction between tides and storm surges for the Taiwan coast W. Liu et al.
36. Effects of tide-surge interactions on storm surges along the coast of the Bohai Sea, Yellow Sea, and East China Sea J. Xu et al.
37. Long-Lead-Time Prediction of Storm Surge Using Artificial Neural Networks and Effective Typhoon Parameters: Revisit and Deeper Insight W. Chao et al.
38. Relative accuracy of HWRF reanalysis and a parametric wind model during the landfall of Hurricane Florence and the impacts on storm surge simulations M. Rahman et al.
39. Accurate Storm Surge Prediction with a Parametric Cyclone and Neural Network Hybrid Model W. Chao & C. Young
40. Modeling wetland aboveground biomass in the Poyang Lake National Nature Reserve using machine learning algorithms and Landsat-8 imagery R. Wan et al.
41. Advancing storm surge forecasting from scarce observation data: A causal-inference based Spatio-Temporal Graph Neural Network approach W. Jiang et al.
42. A Hybrid Novel Deep Learning Approach Applied for Time-Series Typhoon-Induced Storm Surge Prediction: A Case Study on Taiwan Northeastern Coast W. Chao & T. Kuo
43. Coastal inundation due to tropical cyclones along the east coast of India: an influence of climate change impact A. Rao et al.