Tirthankar Roy

Orcid: 0000-0002-6279-8447

According to our database1, Tirthankar Roy authored at least 10 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Reinforcement Learning for Sociohydrology.
CoRR, 2024

A Parsimonious Setup for Streamflow Forecasting using CNN-LSTM.
CoRR, 2024

2023
Effects of mass balance, energy balance, and storage-discharge constraints on LSTM for streamflow prediction.
Environ. Model. Softw., August, 2023

Applicability of a flood forecasting system for Nebraska watersheds.
Environ. Model. Softw., 2023

An Autoencoder-based Snow Drought Index.
CoRR, 2023

Temporal Fusion Transformers for Streamflow Prediction: Value of Combining Attention with Recurrence.
CoRR, 2023

Differentiable modeling to unify machine learning and physical models and advance Geosciences.
CoRR, 2023

2022
Towards reducing flood risk disasters in a tropical urban basin by the development of flood alert web application.
Environ. Model. Softw., 2022

2021
How certain are our uncertainty bounds? Accounting for sample variability in Monte Carlo-based uncertainty estimates.
Environ. Model. Softw., 2021

Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples.
Entropy, 2021


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