Publications & research

Recall Is Not Honesty: Benchmarking Multi-Agent Architectures for Trustworthy HPC Operational Analytics

Kartik Shinde, Tirthankar Ghosal, Sreekantam Sai Venkat, Siddhant Senapati, Sanjay Das, Tilak Kasturi, Khaled Z. Ibrahim, Hugo Hernandez, Kanad Basu, Sreenivas Rangan Sukumar

EPIC++: Decentralized Multi-Agent Analytics for Defensible Job Submission Decisions on HPC Telemetry

Kartik Shinde, Tirthankar Ghosal, Siddhant Senapati, Sreekantam Sai Venkat, Sanjay Das, Tilak Kasturi, Khaled Ibrahim, Hugo Hernández, Kanad Basu, Sukumar Rangan

REFSafE: A RAG-Enabled Framework for Predictive Risk Analysis and Automated Safety Report Generation in Mission-Critical Environments

Sanjay Das et al.

ORCHID: Orchestrated Retrieval-Augmented Classification of High-Risk Property with Intelligent Decision-Making

Sanjay Das et al.

BLUEPRINT Rebuilding a Legacy: Multimodal Retrieval for Complex Engineering Drawings and Documents

Ethan Seefried et al.

ChemSafe: Hybrid Retrieval-Augmented Decision Support for Laboratory Chemical Hazard Assessment

Ran Elgedawy et al.

SafeChem: A Benchmark Dataset for Multi-Label Chemical Hazard Prediction and LLM Safety Hallucination Evaluation

Ran Elgedawy et al.

Submitted to NeurIPS

SafeLens: AI-Augmented Exploratory Analysis over Organizational Safety Records for Actionable Insights Generation

Sanjay Das, Ryan Burchfield, Gavin Wiggins, Alan Guy, and Tirthankar Ghosal

Enhancing Operational Safety via Agentic Dialogue Hazard Identification Analysis

Sanjay Das, Ran Elgedawy, Ethan Seefried, Ryan Burchfield, and Tirthankar Ghosal