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Anannya Ghosh Tusti

Texas State University

TX

United States

  • Texas State University

SCHOLARLY PAPERS

6

DOWNLOADS

737

TOTAL CITATIONS

0

Scholarly Papers (6)

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1.

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
Shriyank Somvanshi, Md Monzurul Islam, Amir Rafe, Anannya Ghosh Tusti, Arka Chakraborty, Anika Baitullah, Tausif Islam Chowdhury, Nawaf Alnawmasi, Anandi Dutta and Subasish Das
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 504 (143,702)

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

2.

Built Environment and Injury Risk: Association Rule-Based Exploration of E-Scooter Crashes in Texas Cities

Number of pages: 29 Posted: 11 Aug 2025
Syed Aaqib Javed, Swastika Barua, Anannya Ghosh Tusti, Sazzad Bin Bashar Polock, Tausif Islam Chowdhury and Subasish Das
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University and Texas State University
Downloads 50 (1,063,489)

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E-scooter, crash severity, association rule mining, lift increase criterion

3.

Behavioral and Temporal Dynamics of Child Pedestrian Crash Injury Patterns: Evidence from Random Parameter Modeling

Number of pages: 46 Posted: 27 Aug 2025
Sazzad Bin Bashar Polock, Michael Starewich, Swastika Barua, Anannya Ghosh Tusti, Shriyank Somvanshi, Nawaf Alnawmasi and Subasish Das
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University, University of Ha'il and Texas State University
Downloads 49 (1,086,013)

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Child pedestrian, injury severity, random parameter, unobserved heterogeneity, temporal instability

4.

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

5.

Hybrid Dimension Reduction and Random Parameter Logit Models to Classify Crash Severity in Glare Induced Traffic Crashes

Number of pages: 69 Posted: 05 Nov 2025
Anannya Ghosh Tusti, Michael Starewich, Swastika Barua, Tausif Islam Chowdhury, Sazzad Bin Bashar Polock, Nawaf Alnawmasi and Subasish Das
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University, University of Ha'il and Texas State University
Downloads 44 (1,133,231)

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Latent heterogeneity, Cluster Correspondence Analysis (CCA), Multinomial Logit Analysis, Hybrid analysis, Glare

6.

Behavioral Patterns and Severity Outcomes in E-Scooter Crashes: An Association Rule Mining Approach Using the Lift Increase Criterion

Number of pages: 27 Posted: 03 Jul 2025
Syed Aaqib Javed, Swastika Barua, Anannya Ghosh Tusti, Sazzad Bin Bashar Polock, Tausif Islam Chowdhury and Subasish Das
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University and Texas State University
Downloads 41 (1,170,409)

Abstract:

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E-scooter, crash severity, association rule mining, lift increase criterion