default author photo

Shriyank Somvanshi

Texas State University

TX

United States

  • Texas State University

SCHOLARLY PAPERS

4

DOWNLOADS

212

TOTAL CITATIONS

0

Scholarly Papers (4)

Actions:
Email selected abstracts
1.

Enhanced Balanced-Generative Adversarial Networks to Predict Pedestrian Injury Types

Number of pages: 32 Posted: 29 May 2024
Shriyank Somvanshi, Gian Antariksa and Subasish Das
Texas State University, Pukyong National University and Texas State University
Downloads 64 (924,743)

Abstract:

Loading...

Pedestrian, Crash Severity, Generative Adversarial Networks, DeepInsight, Inception-ResNet-v2, Inception-v3, Xception, DataBalancing, Synthetic Minority Oversampling Technique

2.

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
Sazzad Bin Bashar Polock, Subasish Das, Rohit Chakraborty, Shriyank Somvanshi, Md Monzurul Islam and Abbas Sheykhfard
Texas State University, Texas State University, Texas State University, Texas State University, Texas State University and Texas Southern University
Downloads 50 (1,063,489)

Abstract:

Loading...

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

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)

Abstract:

Loading...

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)

Abstract:

Loading...

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)

Abstract:

Loading...

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