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quant-ph2025
Regression of Functions by Quantum Neural Networks Circuits
Fernando M. de Paula Neto, Lucas dos Reis Silva, Paulo S. G. de Mattos Neto +1
The performance of quantum neural network models depends strongly on architectural decisions, including circuit depth, placement of parametrized operations, and data-encoding strat…
quant-ph2025
A Quantum Genetic Algorithm Framework for the MaxCut Problem
Paulo A. Viana, Fernando M. de Paula Neto
The MaxCut problem is a fundamental problem in Combinatorial Optimization, with significant implications across diverse domains such as logistics, network design, and statistical p…