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quant-ph2025★ 2 cited
Computing Canonical Averages with Quantum and Classical Optimizers: Thermodynamic Reweighting for QUBO Models of Physical Systems
Francesco Slongo, Cristian Micheletti
We present a general method to compute canonical averages for physical models sampled via quantum or classical quadratic unconstrained binary optimization (QUBO). First, we introdu…
quant-ph2024
Protein Design by Integrating Machine Learning with Quantum Annealing and Quantum-inspired Optimization
Veronica Panizza, Philipp Hauke, Cristian Micheletti +1
The protein design problem involves finding polypeptide sequences folding into a given threedimensional structure. Its rigorous algorithmic solution is computationally demanding, i…