Tirthankar Roy

According to our database, Tirthankar Roy authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Baseflow identification via explainable AI with Kolmogorov-Arnold networks.

Chuyang Liu, Tirthankar Roy, Daniel M. Tartakovsky, Dipankar Dwivedi

CoRR, 2024

Reinforcement Learning for Sociohydrology.

Tirthankar Roy, Shivendra Srivastava, Beichen Zhang

CoRR, 2024

A Parsimonious Setup for Streamflow Forecasting using CNN-LSTM.

Sudan Pokharel, Tirthankar Roy

CoRR, 2024

2023

Effects of mass balance, energy balance, and storage-discharge constraints on LSTM for streamflow prediction.

Sudan Pokharel, Tirthankar Roy, David Admiraal

Environ. Model. Softw., August, 2023

Applicability of a flood forecasting system for Nebraska watersheds.

Sinan Rasiya Koya, Nicolas Velasquez Giron, Marcela Rojas, Ricardo Mantilla, Kirk Harvey, Daniel L. Ceynar, Felipe Quintero Duque, Witold F. Krajewski, Tirthankar Roy

Environ. Model. Softw., 2023

An Autoencoder-based Snow Drought Index.

Sinan Rasiya Koya, Kanak Kanti Kar, Shivendra Srivastava, Tsegaye Tadesse, Mark Svoboda, Tirthankar Roy

CoRR, 2023

Temporal Fusion Transformers for Streamflow Prediction: Value of Combining Attention with Recurrence.

Sinan Rasiya Koya, Tirthankar Roy

CoRR, 2023

Differentiable modeling to unify machine learning and physical models and advance Geosciences.

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

CoRR, 2023

2022

Towards reducing flood risk disasters in a tropical urban basin by the development of flood alert web application.

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

Environ. Model. Softw., 2022

2021

How certain are our uncertainty bounds? Accounting for sample variability in Monte Carlo-based uncertainty estimates.

Tirthankar Roy, Hoshin V. Gupta

Environ. Model. Softw., 2021

Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples.

Hoshin V. Gupta, Mohammed Reza Ehsani, Tirthankar Roy, Maria A. Sans-Fuentes, Uwe Ehret, Ali Behrangi

Entropy, 2021