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cs.SE2026
Articulating Assumptions in AI-Generated Scientific Analyses through Task Decomposition
Ahmed Hammad, Mihoko Nojiri
Scientific results produced by LLM generated analysis code must be understandable and reproducible. However, uncertainty can arise at different stages of the process, both in the o…
hep-ph2026
CoLLM: AI engineering toolbox for end-to-end deep learning in collider analyses
W. Esmail, A. Hammad, M. Nojiri
Recent improvements in large language models have opened new opportunities for accelerating and automating scientific workflows. In parallel, modern collider analyses are becoming…