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Binata Roy

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

249

TOTAL CITATIONS

5

Scholarly Papers (2)

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1.

Forecasting Multi-Step-Ahead Street-Scale Nuisance Flooding Using Lstm and Seq2seq Lstm Surrogate Model for Real-Time Application: A Case Study for Norfolk, Virginia

Number of pages: 78 Posted: 15 Oct 2023
Binata Roy, Jonathan L. Goodall, Diana McSpadden, Steven Goldenberg and Malachi Schram
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Thomas Jefferson National Accelerator Facility, Newport News and Thomas Jefferson National Accelerator Facility, Newport News
Downloads 154 (488,442)
Citation 5

Abstract:

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Artificial Intelligence, Flood, Forecasting, Hydrology, Machine Learning, seq2seq LSTM, Surrogate Models

2.

Spatiotemporal Flood Forecasting in Coastal Urban Areas Using a Hybrid CNN-LSTM Surrogate Model

Number of pages: 39 Posted: 30 Oct 2025
Yidi Wang, Jonathan L. Goodall, Chetan Kumar, Diana McSpadden, Sergio A. Barbosa, Binata Roy, Ali Shahabi and Navid Tahvildari
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Government of the United States of America - Oak Ridge National Laboratory, affiliation not provided to SSRN, Old Dominion University and Florida International University (FIU)
Downloads 95 (736,406)

Abstract:

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Coastal urban flooding, spatiotemporal forecasting, deep learning, hybrid model, Deeplabv3+.