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Md Monzurul Islam

Texas State University

SCHOLARLY PAPERS

6

DOWNLOADS

1,420

TOTAL CITATIONS

2

Scholarly Papers (6)

1.

Quantum Computing in Transportation Engineering: A Survey

IEEE Transactions on Intelligent Transportation Systems, 0[10.1109/TITS.2026.3662626]
Number of pages: 25 Posted: 24 Feb 2025 Last Revised: 17 Feb 2026
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University, Texas State University and Texas State University
Downloads 587 (119,474)
Citation 1

Abstract:

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Quantum programming languages, Quantum algorithms, Transportation engineering Quantum Computing, Transportation Engineering

2.

Bridging the Black Box: A Survey on Mechanistic Interpretability in AI

ACM Computing Surveys, volume 58, issue 8, 2026[10.1145/3787104]
Number of pages: 34 Posted: 24 Jul 2025 Last Revised: 08 Feb 2026
Texas State University, Texas State University, affiliation not provided to SSRN, Texas State University, Texas State University, San Marcos, Texas State University, San Marcos, Texas State University, San Marcos, University of Ha'il, Texas State University and Texas State University
Downloads 506 (143,702)

Abstract:

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Deep learning theory, Model interpretability, Causal reasoning and analysis, Unsupervised learning Circuit level understanding, Mechanistic Insights, Reverse Engineering,

3.

Realism and Causality in Synthetic Data Generation: A Survey

Number of pages: 39 Posted: 31 Oct 2025
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University, Texas State University and Texas State University
Downloads 227 (348,255)
Citation 1

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

4.

Who Leaves, When, and How? Dissecting Evacuation Choices from a Survey of At-Risk Residents in the Western U.S

Number of pages: 30 Posted: 15 Sep 2025
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University and Texas Southern University
Downloads 51 (1,063,489)

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wildfire, evacuation, survey, risk, cluster correspondence analysis.

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

Number of pages: 31 Posted: 25 Apr 2025
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
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

6.

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

Posted: 29 Aug 2025
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