J. R. S. Iruela

Time series predictions with neural nets: Application to airborne pollen forecasting

C. M. Arizmendi, J. R. S. Iruela, Nolvia Ramos et al. · International Journal of Biometeorology · 1993 · 39 citations

Climatology, Meteorology, Forecasting Methodology +13

A parallel solution with GPU technology to predict energy consumption in spatially distributed buildings using evolutionary optimization and artificial neural networks

J. R. S. Iruela, L. G. B. Ruiz, M.C. Pegalajar et al. · Energy Conversion and Management · 2020 · 28 citations · Full text

A TensorFlow Approach to Data Analysis for Time Series Forecasting in the Energy-Efficiency Realm

J. R. S. Iruela, L. G. B. Ruiz, Manuel I. Capel et al. · Energies · 2021 · 26 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +24

A GPU-accelerated adaptation of the PSO algorithm for multi-objective optimization applied to artificial neural networks to predict energy consumption

J. R. S. Iruela, L. G. B. Ruiz, D. Criado-Ramón et al. · Applied Soft Computing · 2024 · 18 citations · Full text

Energy Consumption, Engineering, Energy Efficiency +10