Deep learning in hydrology and water resources disciplines: concepts, methods, applications, and research directions

Author:

Tripathy Kumar PuranORCID,Mishra Ashok K.

Funder

National Science Foundation

Publisher

Elsevier BV

Subject

Water Science and Technology

Reference274 articles.

1. M. Abadi A. Agarwal P. Barham E. Brevdo Z. Chen C. Citro G.S. Corrado A. Davis J. Dean M. Devin S. Ghemawat I. Goodfellow A. Harp G. Irving M. Isard Y. Jia R. Jozefowicz L. Kaiser M. Kudlur J. Levenberg D. Mane R. Monga S. Moore D. Murray C. Olah M. Schuster J. Shlens B. Steiner I. Sutskever K. Talwar P. Tucker V. Vanhoucke V. Vasudevan F. Viegas O. Vinyals P. Warden M. Wattenberg M. Wicke Y. Yu X. Zheng TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems 2016 https://doi.org/10.48550/arXiv.1603.04467.

2. A novel approach to uncertainty quantification in groundwater table modeling by automated predictive deep learning;Abbaszadeh Shahri;Nat. Resour. Res.,2022

3. A review of uncertainty quantification in deep learning: Techniques, applications and challenges;Abdar;Inf. Fusion,2021

4. Internet of Things (IoT) Architecture for Flood Data Management;Abdul Ghapar;Int. J. Future Gener. Commun. Netw.,2018

5. Neural network modelling of non-linear hydrological relationships;Abrahart;Hydrol. Earth Syst. Sci.,2007

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