7 citations · 8 across the 2 of their papers we have counts for
2 papers
physics.geo-ph2025★ 1 cited
Efficacy of Temporal Fusion Transformers for Runoff Simulation
Sinan Rasiya Koya, Tirthankar Roy
Combining attention with recurrence has shown to be valuable in sequence modeling, including hydrological predictions. Here, we explore the strength of Temporal Fusion Transformers…
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…