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Mahmuda Sultana Mimi

Texas State University

TX

United States

  • Texas State University

SCHOLARLY PAPERS

4

DOWNLOADS

287

TOTAL CITATIONS

2

Scholarly Papers (4)

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1.

Realism and Causality in Synthetic Data Generation: A Survey

Number of pages: 39 Posted: 31 Oct 2025
Gaurab Chhetri, Shriyank Somvanshi, Mahmuda Sultana Mimi, Mohammed Wasim Ansari, Md Monzurul Islam, Swastika Barua and Subasish Das
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University, Texas State University and Texas State University
Downloads 232 (348,255)
Citation 2

Abstract:

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Synthetic Data Generation, Realistic Artificial Data, Generative Models, Privacy-Preserving Machine Learning, Benchmarking and Evaluation Frameworks

2.

Applying Mambaattention, Tabpfn, and Tabtransformers to Classify Sae Automation Levels in Crashes

Downloads 49 (1,074,648)

Applying Mambaattention, Tabpfn, and Tabtransformers to Classify Sae Automation Levels in Crashes

Number of pages: 31 Posted: 25 Apr 2025
Shriyank Somvanshi, Anannya Ghosh Tusti, Sazzad Bin Bashar Polock, Mahmuda Sultana Mimi, Md Monzurul Islam, Anandi Dutta and Subasish Das
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University, Texas State University and Texas State University
Downloads 30 (1,356,108)

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SAE Automation Levels, Crash Severity, MambaAttention, TabPFN, TabTransformer, Automated Vehicles

Applying Mambaattention, Tabpfn, and Tabtransformers to Classify Sae Automation Levels in Crashes

Number of pages: 31 Posted: 25 Apr 2025
Shriyank Somvanshi, Anannya Ghosh Tusti, Sazzad Bin Bashar Polock, Mahmuda Sultana Mimi, Md Monzurul Islam, Anandi Dutta and Subasish Das
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University, Texas State University and Texas State University
Downloads 19 (1,513,226)

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SAE Automation Levels, Crash Severity, MambaAttention, TabPFN, TabTransformer, Automated Vehicles

3.

Interaction Breakdowns Between Older Drivers and Automated-Driving Features: A Mixed-Methods HCI Analysis

Number of pages: 17 Posted: 25 Jun 2026
Anannya Ghosh Tusti, Swastika Barua, Gaurab Chhetri, Mahmuda Sultana Mimi and Subasish Das
Texas State University, Texas State University, Texas State University, Texas State University and Texas State University
Downloads 6

Abstract:

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Older drivers, automated vehicles, HCI, risk, pattern recognition

4.

Not Just Another Survey on Physics-Informed Neural Networks (PINNs): Foundations, Advances, and Open Problems

Posted: 29 Aug 2025
Shriyank Somvanshi, Mathew Olajiire Aibinu, Rohit Chakraborty, Md Monzurul Islam, Mahmuda Sultana Mimi, Dipti Koirala, Shamyo Brotee, Anandi Dutta and Subasish Das
Texas State University, Texas State University, San Marcos, Texas State University, San Marcos, Texas State University, Texas State University, Texas State University, San Marcos, Texas State University, San Marcos, Texas State University and Texas State University

Abstract:

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Physics-Informed Neural Networks, Neural Networks, AI