Author

Fabian Kreppel

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#machine learning Preprint Dec 2025

Shuttling Compiler for Trapped-Ion Quantum Computers Based on Fine-Tuned Large Language Models

LLM-learned shuttling compilation is feasible, and it is shown how far it currently reaches, and preliminary evidence of cross-architecture generalization is shown.

Fabian Kreppel, Reza Salkhordeh, F. Schmidt-Kaler et al. · 0 citations

Jul 2026

Efficient LLM-Generated Shuttling Compilers for Complex Trapped-Ion Architectures

The results show that an unmodified frontier LLM can produce working, correct, and competitive shuttling compilers without additional manual algorithmic engineering, thus reducing the development time for new architectures from several months to a few days.

Fabian Kreppel, Reza Salkhordeh, F. Schmidt-Kaler et al. · arXiv.org · 0 citations