Original Research
Accepted on 13 Oct 2026
Evaluation of Transfer Learning in Hydrological Forecasting Using Ensemble LSTM Models: A Statistical Approach to Uncertainty and Accuracy
in Water and Artificial Intelligence
Frontiers in Water
Type at least 3 characters
64 articles
articles
Original Research
Published on 09 Oct 2026
Prediction of flow maldistribution in 3D-printed water-flow distributors for thermal-fluid system design
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1921076
- 415 views
Original Research
Published on 07 Oct 2026
UWAD-Net: attention-enhanced underwater waste detection in freshwater pond environments
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1923979
- 531 views
Review
Published on 06 Oct 2026
A comprehensive review of AI-driven water-quality monitoring and prediction: advances, challenges, and future directions
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1946412
- 589 views
Original Research
Published on 02 Oct 2026
Machine learning guided optimization of water management options with a physical groundwater model for the Mid-County Basin optimization study
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1930007
- 495 views
Original Research
Accepted on 30 Sep 2026
HyEff-UNet: An Attention-Driven EfficientNet U-Net with Hybrid Loss Optimization for UAV-Based Marine Oil Spill Detection and Segmentation
in Water and Artificial Intelligence
Frontiers in Water
- 197 views
Review
Accepted on 29 Sep 2026
Integrated Approaches to Membrane Fouling Monitoring, Prediction, and Control in Drinking-Water Systems: A Comparative Review
in Water and Artificial Intelligence
Frontiers in Water
- 240 views
Review
Accepted on 29 Sep 2026
A Comparative Assessment of Machine and Deep Learning Applications in River Modeling
in Water and Artificial Intelligence
Frontiers in Water
- 242 views
Original Research
Accepted on 18 Sep 2026
INTELLIGENT FRAMEWORK FOR OIL SPILL PREDICTION USING RNN AND FRACTIONAL DERIVATION
in Water and Artificial Intelligence
Frontiers in Water
- 359 views
Original Research
Published on 08 Sep 2026
A transformer-FSL-GAN framework for multiclass water quality classification under limited data conditions
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1902772
- 783 views
Original Research
Accepted on 01 Sep 2026
Uncertainty-Aware Improved LSTM Flood Forecasting in a Snowmelt-Dominated Arid Basin
in Water and Artificial Intelligence
Frontiers in Water
- 367 views
Original Research
Published on 27 Aug 2026
Robust discharge coefficient modeling in triangular weirs via an enhanced Adam-optimized BP network
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1890874
- 912 views
Original Research
Published on 31 Jul 2026
Lag-aware LSTM forecasting of 5-minute stormwater inflow in a sponge city community: a cross-correlation-driven feature framework
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1893590
- 1,058 views
Mini Review
Published on 06 Jul 2026
Recent developments in data-driven and hybrid intelligent techniques for hydropower fault analysis
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1887515
- 1,358 views
Perspective
Published on 25 Jun 2026
Interpreting generalization failures in hydrological AI through hierarchical bias propagation
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1812879
- 1,415 views
Original Research
Published on 05 May 2026
An improved deep convolutional residual network for daily precipitation downscaling and future projections in the Western source region of the South-to-North water diversion project
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1782527
- 1,625 views
Original Research
Published on 17 Apr 2026
Prediction of chemical oxygen demand in industry effluents using machine learning and IoT: a case study in Tequila, Jalisco
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1805143
- 2,454 views
Original Research
Published on 07 Apr 2026
MF3-WNP: an intelligent stratified partitioning method for water network based on multi-modal feature fusion
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1795984
- 1,888 views
Original Research
Published on 25 Mar 2026
Physics-informed Bayesian Neural Network for groundwater recharge estimation in data-scarce arid regions
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1787659
- 3,703 views
- 1 citation
Original Research
Published on 27 Feb 2026
Lake Titicaca water level forecasting using data augmentation and recurrent neural networks
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1688939
- 2,046 views
Original Research
Published on 27 Feb 2026
Application and comparison of multiple machine learning models in flood susceptibility assessment in the Beijing-Tianjin-Hebei region of China
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1767400
- 3,591 views
- 2 citations
Original Research
Published on 19 Feb 2026
A hybrid CNN-LSTM approach for multi-step discharge forecasting with satellite data
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1753598
- 4,075 views
- 2 citations
Original Research
Published on 29 Jan 2026
Multi-pollutant prediction and process parameter optimization of a wastewater treatment plant based on machine learning models
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1719097
- 3,545 views
- 3 citations
Original Research
Published on 29 Jan 2026
Development of intensity-duration-frequency curves using machine learning and satellite-derived precipitation data
in Water and Artificial Intelligence
Frontiers in Water
doi 10.3389/frwa.2026.1727182
- 4,588 views
- 4 citations