AI & MLPublished
Efficient Attention Mechanisms for Resource-Constrained Deep Learning
IEEE Access — 2026
PDF available2026
Publications
Peer-reviewed research across AI, machine learning, software engineering, and data systems — and our own academic journal, OMNISCERA.
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OMNISCERA Multidisciplinary Research & Innovation
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Publications
Selected publications
Software EngineeringIn revision
A Collaborative Workflow for Streamlined Academic Peer Review
Journal of Research Systems — 2026
PDF available2026
Data SystemsPublished
Scalable Indexing Strategies for Modern Research Repositories
ACM Transactions — 2025
PDF available2025
AI & MLUnder review
Lightweight Vision Transformers for Edge Deployment
Pattern Recognition Letters — 2026
PDF available2026
Research SystemsPublished
Designing Reproducible Review Pipelines for Research Teams
Journal of Research Systems — 2025
PDF available2025
Software EngineeringSubmitted
Versioned Document Workflows for Academic Collaboration
Software Practice & Experience — 2026
PDF available2026
Data SystemsPublished
Indexing and Search at Scale for Research Repositories
IEEE Transactions on Knowledge and Data Engineering — 2024
PDF available2024
AI & MLPublished
Attention Is All You Need on the Edge: A Practical Study
Neurocomputing — 2024
PDF available2024
Research SystemsUnder review
Notifications and Messaging in Collaborative Research Platforms
Information and Software Technology — 2026
PDF available2026