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Tirthankar Roy
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Journal Articles
- 2023
- [j5]Sinan Rasiya Koya, Nicolas Velasquez Giron, Marcela Rojas, Ricardo Mantilla, Kirk Harvey, Daniel L. Ceynar, Felipe Quintero Duque, Witold F. Krajewski, Tirthankar Roy:
Applicability of a flood forecasting system for Nebraska watersheds. Environ. Model. Softw. 164: 105693 (2023) - [j4]Sudan Pokharel, Tirthankar Roy, David Admiraal:
Effects of mass balance, energy balance, and storage-discharge constraints on LSTM for streamflow prediction. Environ. Model. Softw. 166: 105730 (2023) - 2022
- [j3]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:
Towards reducing flood risk disasters in a tropical urban basin by the development of flood alert web application. Environ. Model. Softw. 151: 105367 (2022) - 2021
- [j2]Hoshin V. Gupta, Mohammed Reza Ehsani, Tirthankar Roy, Maria A. Sans-Fuentes, Uwe Ehret, Ali Behrangi:
Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples. Entropy 23(6): 740 (2021) - [j1]Tirthankar Roy, Hoshin V. Gupta:
How certain are our uncertainty bounds? Accounting for sample variability in Monte Carlo-based uncertainty estimates. Environ. Model. Softw. 136: 104931 (2021)
Informal and Other Publications
- 2024
- [i6]Sudan Pokharel, Tirthankar Roy:
A Parsimonious Setup for Streamflow Forecasting using CNN-LSTM. CoRR abs/2404.07924 (2024) - [i5]Tirthankar Roy, Shivendra Srivastava, Beichen Zhang:
Reinforcement Learning for Sociohydrology. CoRR abs/2405.20772 (2024) - 2023
- [i4]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 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:
Differentiable modeling to unify machine learning and physical models and advance Geosciences. CoRR abs/2301.04027 (2023) - [i3]Sinan Rasiya Koya, Tirthankar Roy:
Temporal Fusion Transformers for Streamflow Prediction: Value of Combining Attention with Recurrence. CoRR abs/2305.12335 (2023) - [i2]Sinan Rasiya Koya, Kanak Kanti Kar, Shivendra Srivastava, Tsegaye Tadesse, Mark Svoboda, Tirthankar Roy:
An Autoencoder-based Snow Drought Index. CoRR abs/2305.13646 (2023) - 2021
- [i1]Hoshin V. Gupta, Mohammed Reza Ehsani, Tirthankar Roy, Maria A. Sans-Fuentes, Uwe Ehret, Ali Behrangi:
Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples. CoRR abs/2102.12675 (2021)
Coauthor Index
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