78 citations · 109 across the 9 of their papers we have counts for
Showing 2022 · quant-phShow all
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quant-ph2022★ 5 cited
Variational Quantum Continuous Optimization: a Cornerstone of Quantum Mathematical Analysis
Pablo Bermejo, Roman Orus
Here we show how universal quantum computers based on the quantum circuit model can handle mathematical analysis calculations for functions with continuous domains, without any dig…
quant-ph2022★ 7 cited
Variational Quantum Non-Orthogonal Optimization
Pablo Bermejo, Roman Orus
Current universal quantum computers have a limited number of noisy qubits. Because of this, it is difficult to use them to solve large-scale complex optimization problems. In this…
quant-ph2022
Variational Quantum and Quantum-Inspired Clustering
Pablo Bermejo, Roman Orus
Here we present a quantum algorithm for clustering data based on a variational quantum circuit. The algorithm allows to classify data into many clusters, and can easily be implemen…