Author

Muhammad Ahsan

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Preprint Aug 2026

Classical and Hybrid Quantum Machine Learning for Trigger-Like Event Selection on CMS Open Data: An Eight-Qubit, PCA-Constrained Benchmark

This work compares four classical machine learning models, namely a support vector machine, an artificial neural network, a convolutional network and a long short-term memory network, with four hybrid quantum counterparts, on a trigger-like binary classification task built from CMS open data.

Tariq Mahmood, Muhammad Awais Rafique, Talab Hussain et al. · 0 citations