Showing quant-phShow all
3 papers · 1 filter
quant-ph2025
Qiskit Variational Quantum Classifier on the Pulsar Classification Problem
Anna B. M. Souza, Clebson Cruz, Marcelo A. Moret
Quantum Machine Learning is a new computational tool that combines the quantum properties from quantum computing with the pattern recognition from machine learning. In this paper,…
quant-ph2025
Variational quantum simulation of a nonadditive relaxation dynamics in a qubit coupled to a finite-temperature bath
Lucas Q. Galvão, Clebson Cruz, Antonio Cesar do Prado Rosa Junior +1
In this paper, we present an application of the variational quantum simulation (VQS) framework to capture finite-temperature open-system dynamics on near-term quantum hardware. By…
quant-ph2025
Avoiding convergence stagnation in a quantum circuit evolutionary framework through an adaptive cost function
Bruno Oziel Fernandez, Rodrigo Bloot, Marcelo Moret
Binary optimization problems are emerging as potential candidates for useful applications of quantum computing. Among quantum algorithms, the quantum approximate optimization algor…