2 papers
quant-ph2026
Progressive Binarization - Pauli Correlation Encoding: a Continuation Method for Constrained Optimization
Jacobo PadÃn-MartÃnez, Vicente P. Soloviev, Alejandro Borrallo-Rentero +3
Pauli Correlation Encoding (PCE) reduces the qubit requirements of quantum optimization by embedding the problem variables into the expectation values of Pauli observables, so that…
quant-ph2026
Practical insights on the effect of different encodings, ansätze and measurements in quantum and hybrid convolutional neural networks
Jesús Lozano-Cruz, Albert Nieto-Morales, Oriol Balló-Gimbernat +3
This study investigates the design choices of parameterized quantum circuits (PQCs) within quantum and hybrid convolutional neural network (HQNN and QCNN) architectures, applied to…