3 papers
Exploring Quantum Machine Learning for Weather Forecasting
Maria HeloÃsa 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…
Exploiting the Variational Quantum Eigensolver for Determining Ground State Energy of Protocatechuic Acid
Gleydson Fernandes de Jesus, Erico Souza Teixeira, Lucas Queiroz Galvão +4
The Variational Quantum Eigensolver (VQE) is a promising hybrid algorithm, utilizing both quantum and classical computers to obtain the ground state energy of molecules. In this co…
Exploring Quantum Neural Networks for Demand Forecasting
Gleydson Fernandes de Jesus, Maria HeloÃsa Fraga da Silva, Otto Menegasso Pires +3
Forecasting demand for assets and services can be addressed in various markets, providing a competitive advantage when the predictive models used demonstrate high accuracy. However…