7 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.LG2024
A Parsimonious Setup for Streamflow Forecasting using CNN-LSTM
Sudan Pokharel, Tirthankar Roy
Significant strides have been made in advancing streamflow predictions, notably with the introduction of cutting-edge machine-learning models. Predominantly, Long Short-Term Memori…
cs.LG2023
An Autoencoder-based Snow Drought Index
Sinan Rasiya Koya, Kanak Kanti Kar, Shivendra Srivastava +3
In several regions across the globe, snow has a significant impact on hydrology. The amounts of water that infiltrate the ground and flow as runoff are driven by the melting of sno…
cs.LG2023★ 7 cited
Temporal Fusion Transformers for Streamflow Prediction: Value of Combining Attention with Recurrence
Sinan Rasiya Koya, Tirthankar Roy
Over the past few decades, the hydrology community has witnessed notable advancements in streamflow prediction, particularly with the introduction of cutting-edge machine-learning…