Publications

Research papers and academic work.

Papers, preprints and research contributions.

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2026
LOGIC: An LLM Benchmark for Intent-Grounded Change Impact in Aerospace Electrical Systems
M. F. Shoaib, M. Qasim, R. M. Rizwan, R. Safdar, M. A. Shaik, A. A. Mohammed
arXiv preprint 2610.07580
A benchmark of 168 scenarios testing whether locally deployable language models can pick the authorized changes in an aerospace electrical-design revision before impact is propagated through a typed traceability graph.