Preston Samuel

According to our database, Preston Samuel authored at least 5 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Train the Trainers - An Agentic AI Framework for Peer-Based Mental Health Support in Battlefield Environments.

Atmaram Yarlagadda, Eranga Bandara, Ross Gore, Anita H. Clayton, Preston Samuel, Christopher K. Rhea, Sachin Shetty, Ravi Mukkamala, Xueping Liang, Amin Hass, Abdul Rahman

CoRR, May, 2026

MindGap: A Conversational AI Framework for Upstream Neuroplastic Intervention in Post-Traumatic Stress Disorder.

Eranga Bandara, Ross Gore, Asanga Gunaratna, Ravi Mukkamala, Nihal Siriwardanagea, Sachini Rajapakse, Isurunima Kularathna, Pramoda Karunarathna, Wathsala Herath, Chalani Rajapakse, Sachin Shetty, Anita H. Clayton, Christopher K. Rhea, Ng Wee Keong, Kasun De Zoysa, Amin Hass, Shaifali Kaushik, Preston Samuel, Atmaram Yarlagadda

CoRR, May, 2026

Think Before You Act - A Neurocognitive Governance Model for Autonomous AI Agents.

Eranga Bandara, Ross Gore, Asanga Gunaratna, Sachini Rajapakse, Isurunima Kularathna, Ravi Mukkamala, Sachin Shetty, Xueping Liang, Amin Hass, Tharaka Hewa, Abdul Rahman, Christopher K. Rhea, Anita H. Clayton, Preston Samuel, Atmaram Yarlagadda

CoRR, April, 2026

Toward Zero-Egress Psychiatric AI: On-Device LLM Deployment for Privacy-Preserving Mental Health Decision Support.

Eranga Bandara, Asanga Gunaratna, Ross Gore, Anita H. Clayton, Christopher K. Rhea, Sachini Rajapakse, Isurunima Kularathna, Sachin Shetty, Ravi Mukkamala, Xueping Liang, Preston Samuel, Atmaram Yarlagadda

CoRR, April, 2026

2025

Standardization of Psychiatric Diagnoses - Role of Fine-tuned LLM Consortium and OpenAI-gpt-oss Reasoning LLM Enabled Decision Support System.

Eranga Bandara, Ross Gore, Atmaram Yarlagadda, Anita H. Clayton, Preston Samuel, Christopher K. Rhea, Sachin Shetty

CoRR, October, 2025