sample of publications
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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
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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