sample of publications

• articles 

  • Pareto Optimal Prediction Intervals with Hypernetworks.  APPLIED SOFT COMPUTING.  133:109930. 2023
  • Direct estimation of prediction intervals for solar and wind regional energy forecasting with deep neural networks.  ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE.  114. 2022
  • Deep neural networks for the quantile estimation of regional renewable energy production.  APPLIED INTELLIGENCE.  53:8318-8353. 2022

• working papers 

  • A Neural Network-Based Distributional Constraint Learning Methodology for Mixed-Integer Stochastic Optimization 2022
  • On data-driven chance constraint learning for mixed-integer optimization problems 2022
  • Optimal day-ahead offering strategy for large producers based on market price response learning 2022