187 citations
- Centre Observation, Impacts, Énergie3 papers
- Université Paris Sciences et LettresFR3 papers
- BOKU UniversityAT1 paper
- Courant Institute of Mathematical SciencesUS1 paper
- Department for TransportGB1 paper
- École Nationale Supérieure des Mines de ParisFR1 paper
- École PolytechniqueFR1 paper
- Électricité de France (France)FR1 paper
- France Énergies MarinesFR1 paper
- IfremerFR1 paper
- ImpactCA1 paper
- Imperial College LondonGB1 paper
6 papers
Non-stationary GEV models for estimating design sea-states in a changing climate. Applications to offshore wind farms along the French coasts
Nicolas Raillard, Coline Poppeschi, Tessa Chevallier +2
The rapid expansion of the French offshore wind sector requires a critical reassessment of structural durability in the face of evolving marine conditions driven by climate change.…
AI-boosted rare event sampling to characterize extreme weather
Amaury Lancelin, Alex Wikner, Laurent Dubus +5
Weather extremes pose major societal risks, especially in a changing climate, but due to their rarity, they are difficult to study using limited observations or complex climate mod…
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems
Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint Drenan +1
Photovoltaic (PV) energy grows rapidly and is crucial for the decarbonization of electric systems. However, centralized registries recording the technical characteristifs of roofto…
Can We Reliably Improve the Robustness to Image Acquisition of Remote Sensing of PV Systems?
Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint-Drenan +1
Photovoltaic (PV) energy is crucial for the decarbonization of energy systems. Due to the lack of centralized data, remote sensing of rooftop PV installations is the best option to…
Assessment of the Reliablity of a Model's Decision by Generalizing Attribution to the Wavelet Domain
Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint Drenan +1
Neural networks have shown remarkable performance in computer vision, but their deployment in numerous scientific and technical fields is challenging due to their black-box nature.…
A parametric model for wind turbine power curves incorporating environmental conditions
Yves-Marie Saint-Drenan, Romain Besseau, Malte Jansen +7
A wind turbine's power curve relates its power production to the wind speed it experiences. The typical shape of a power curve is well known and has been studied extensively; howev…