2026
Journal articles
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- Short-term forecasting of energy production and consumption using extreme learning machine: A comprehensive MIMO based ELM approach
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- A Multiple-Input Multiple-Output (MIMO) Extreme Learning Machine (ELM) is introduced for short-term .....
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Conference papers
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- Evaluation of AI-based Forecasting Models for Electricity Demand at Household Level: Focus on Generative AI Models
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- Short-term forecasting of electricity consumption, from a few minutes to day ahead, is critical for .....
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- Flexiblity-Aware Residential Consumption Forecasting: a Hybrid Machine Learning and Foundation Model Approach for Nudge-based Demand Response
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- Distribution system operators (DSOs) increasingly rely on demand-side flexibility to manage grid con .....
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- Modeling Annual Building Electricity Consumption Through Database Fusion and Variable Selection
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- Energy planning and the transition toward more flexible grids require reliable estimates of annual b .....
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Poster communications
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- A comparison of Cloud Forecasting Methods during Specific Weather Situations over the Paris Region
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- Accurate forecasts of photovoltaic electricity generation are essential to optimize solar energy int .....
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2025
Journal articles
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- News and Load: Social and Economic Drivers of Regional Multi-horizon Electricity Demand Forecasting
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- The relationship between electricity demand and variables such as economic activity and weather patt .....
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- A Set of New Tools to Measure the Effective Value of Probabilistic Forecasts of Continuous Variables
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- In recent years, the prominence of probabilistic forecasting has risen among numerous research field .....
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Conference papers
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- Perspectives on the challenges and opportunities of the energy transition: Focus on the predictability of renewable energies
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- Wind Task 51 and PVPS task 16: How large-scale weather pattern influence short-term solar forecast error?
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- Accurate intraday solar forecasts are crucial for electricity trading and microgrid management. Whil .....
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- Urban Energy Modeling with multiple open data sets and validation at city scale
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- This work presents a method for modeling electricity demand at multiple spatial and temporal scales .....
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Poster communications
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- Assessing the reliability of satellite-based solar irradiance forecasts with North Atlantic Weather Regimes
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2024
Conference papers
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- News and Load: Quantification of Economic and Social Drivers behind Regional Electricity Demand
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- Modelling the accuracy and uncertainty of nodal demand contributes to matching the supply and demand .....
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Poster communications
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- New Generation of High Spatio-temporal Resolution Tools for Energy Demand and Renewable Generation Forecasting
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- This poster presents the Fine4Cast research project that aims to improve short-term forecasting of l .....
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