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cs.CE2026
Adaptive Encoding Strategy for Quantum Annealing in Mixed-Variable Engineering Optimization
Fabian Key, Lukas Freinberger, Mayu Muramatsu +1
Mixed discrete-continuous optimization is central to engineering design, where discrete choices interact with continuous fields. These problems are difficult due to high-dimensiona…
quant-ph2026
Quantum Extreme Reservoir Computing for Phase Classification of Polymer Alloy Microstructures
Arisa Ikeda, Akitada Sakurai, Kae Nemoto +1
Quantum machine learning (QML) is expected to offer new opportunities to process high-dimensional data efficiently by exploiting the exponentially large state space of quantum syst…