Tirthankar Roy

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficacy of Temporal Fusion Transformers for Runoff Simulation.
CoRR
Sinan Rasiya Koya, Tirthankar Roy
2024 J jnl
A Parsimonious Setup for Streamflow Forecasting using CNN-LSTM.
CoRR
Sudan Pokharel, Tirthankar Roy
2024 J jnl
Baseflow identification via explainable AI with Kolmogorov-Arnold networks.
CoRR
Chuyang Liu, Tirthankar Roy, Daniel M. Tartakovsky, Dipankar Dwivedi
2024 J jnl
Reinforcement Learning for Sociohydrology.
CoRR
Tirthankar Roy, Shivendra Srivastava, Beichen Zhang
2023 J jnl
An Autoencoder-based Snow Drought Index.
CoRR
Sinan Rasiya Koya, Kanak Kanti Kar, Shivendra Srivastava, Tsegaye Tadesse, Mark Svoboda, Tirthankar Roy
2023 J jnl
Applicability of a flood forecasting system for Nebraska watersheds.
Environ. Model. Softw.
Sinan Rasiya Koya, Nicolas Velasquez Giron, Marcela Rojas, Ricardo Mantilla, Kirk Harvey, Daniel L. Ceynar, Felipe Quintero Duque, Witold F. Krajewski, Tirthankar Roy
2023 J jnl
Differentiable modeling to unify machine learning and physical models and advance Geosciences.
CoRR
Chaopeng Shen, Alison P. Appling, Pierre Gentine, Toshiyuki Bandai, Hoshin V. Gupta, Alexandre Tartakovsky, Marco Baity-Jesi, Fabrizio Fenicia, Daniel Kifer, Li Li, Xiaofeng Liu, Wei Ren, Yi Zheng, Ciaran J. Harman, Martyn P. Clark, Matthew W. Farthing, Dapeng Feng, Praveen Kumar, Doaa Aboelyazeed, Farshid Rahmani, Hylke E. Beck, Tadd Bindas, Dipankar Dwivedi, Kuai Fang, Marvin Höge, Chris Rackauckas, Tirthankar Roy, Chonggang Xu, Kathryn Lawson
2023 J jnl
Effects of mass balance, energy balance, and storage-discharge constraints on LSTM for streamflow prediction.
Environ. Model. Softw.
Sudan Pokharel, Tirthankar Roy, David Admiraal
2023 J jnl
Temporal Fusion Transformers for Streamflow Prediction: Value of Combining Attention with Recurrence.
CoRR
Sinan Rasiya Koya, Tirthankar Roy
2022 J jnl
Towards reducing flood risk disasters in a tropical urban basin by the development of flood alert web application.
Environ. Model. Softw.
Tiago Souza Mattos, Paulo Tarso Sanches de Oliveira, Leonardo de Souza Bruno, Glauber Altrão Carvalho, Rodrigo Bahia Pereira, Leonardo Lazarino Crivellaro, Murilo Cesar Lucas, Tirthankar Roy
2021 J jnl
Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples.
CoRR
Hoshin V. Gupta, Mohammed Reza Ehsani, Tirthankar Roy, Maria A. Sans-Fuentes, Uwe Ehret, Ali Behrangi
2021 J jnl
Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples.
Entropy
Hoshin V. Gupta, Mohammed Reza Ehsani, Tirthankar Roy, Maria A. Sans-Fuentes, Uwe Ehret, Ali Behrangi
2021 J jnl
How certain are our uncertainty bounds? Accounting for sample variability in Monte Carlo-based uncertainty estimates.
Environ. Model. Softw.
Tirthankar Roy, Hoshin V. Gupta