7 papers · 1 filter
Exploring Quantum Machine Learning for Weather Forecasting
Maria Heloísa F. da Silva, Gleydson F. de Jesus, Christiano M. S. Nascimento +2
Weather forecasting plays a crucial role in supporting strategic decisions across various sectors, including agriculture, renewable energy production, and disaster management. Howe…
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,…
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…
Quantum Thermodynamics of a Power-Law Potential
Vinicius Gomes de Paula, Wanisson S. Santana, Clebson Cruz +1
Modeling quantum thermal machines provides a practical approach to describing the thermodynamic properties of quantum technologies and devices. For this purpose, power-law potentia…
Quantum Thermodynamics in Spin Systems: A Review of Cycles and Applications
Vinicius Gomes de Paula, Wanisson S. Santana, Clebson Cruz +1
Quantum thermodynamics is a powerful theoretical tool for assessing the suitability of quantum materials as platforms for novel technologies. In particular, the modeling of quantum…
Quantum algorithm for finding minimum values in a Quantum Random Access Memory
Anton S. Albino, Lucas Q. Galvão, Ethan Hansen +2
Finding the minimum value in an unordered database is a common and fundamental task in computer science. However, the optimal classical deterministic algorithm can find the minimum…