Tirthankar Roy

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Top Venues

Environ. Model. Softw.

Publications

Tirthankar Roy, Shivendra Srivastava, Beichen Zhang
Reinforcement Learning for Sociohydrology. CoRR (2024)
Sudan Pokharel, Tirthankar Roy
A Parsimonious Setup for Streamflow Forecasting using CNN-LSTM. CoRR (2024)
Sinan Rasiya Koya, Tirthankar Roy
Temporal Fusion Transformers for Streamflow Prediction: Value of Combining Attention with Recurrence. CoRR (2023)
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 (2023)
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 (2023)
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 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 (2023)
Sinan Rasiya Koya, Kanak Kanti Kar, Shivendra Srivastava, Tsegaye Tadesse, Mark Svoboda, Tirthankar Roy
An Autoencoder-based Snow Drought Index. CoRR (2023)
Tiago Souza Mattos, Paulo Tarso S. 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 (2022)
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 (2021)
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) (2021)
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 (2021)