Research Publications
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Dr. Sowmya M R
| Sl.No. | Title of the Paper | Name of the Journal | Publisher | ISSN | Month and Year | Impact | Indexing | DOI/Link | |
| 1 | An automated machine learning methodology for the improved prediction of reference evapo transpiration using minimal input parameters. | Hydrological Processes | Wiley | 1099-1085 | March 2022 | 3.784 | SCI | DOI: 10.1002/hyp.14571 | |
| 2 | A deep neural network architecture to model reference evapotranspiration using a single input meteorological parameter | Environmental Processes | Springer | 1567-1599 | 2021 | 4.0 | ESCI | https://doi.org/10.1007/s40710-021-00543-x | |
| 3 | A Stacked Bi-directional Long Short Term Memory Framework for the Single and Multi-Step Ahead Hourly Time Series Forecasting of Reference Evapotranspiration. | Journal of Biological Engineering Research and Review | SB Publications | December 2021 | UGC CARE | ||||
| 4 | Comparison of deep neural networks for reference evapotranspiration prediction using minimal meteorological data | IEEE Explore | IEEE | July 2020 | Scopus |