CrashFormer: A Multimodal Architecture to Predict the Risk of Crash. - Amin Karimi Monsefi; Pouya Shiri; Ahmad Mohammadshirazi; Nastaran Karimi Monsefi; Ron Davies; Sobhan Moosavi; Rajiv Ramnath (UrbanAI@SIGSPATIAL, 2023)

Novel Physics-Based Machine-Learning Models for Indoor Air Quality Approximations. - Ahmad Mohammadshirazi; Aida Nadafian; Amin Karimi Monsefi; Mohammad Hossein Rafiei; Rajiv Ramnath (CoRR, 2023)

DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation. - Ahmad Mohammadshirazi; Ali Nosrati Firoozsalari; Mengxi Zhou; Dheeraj Kulshrestha; Rajiv Ramnath (CoRR, 2024)

DLaVA: Document Language and Vision Assistant for Answer Localization with Enhanced Interpretability and Trustworthiness. - Ahmad Mohammadshirazi; Pinaki Prasad Guha Neogi; Ser-Nam Lim; Rajiv Ramnath (CoRR, 2024)

DSSRNN: Decomposition-Enhanced State-Space Recurrent Neural Network for Time-Series Analysis. - Ahmad Mohammadshirazi; Ali Nosrati Firoozsalari; Rajiv Ramnath (CoRR, 2024)

ALCo-FM: Adaptive Long-Context Foundation Model for Accident Prediction. - Pinaki Prasad Guha Neogi; Ahmad Mohammadshirazi; Rajiv Ramnath (CoRR, 2025)

InsightBuild: LLM-Powered Causal Reasoning in Smart Building Systems. - Pinaki Prasad Guha Neogi; Ahmad Mohammadshirazi; Rajiv Ramnath (CoRR, 2025)