Trusting LLMs through attributions: the TreeFinder approach
Lize Pirenne, Gaspard Lambrechts, Norman Marlier, Maxence de la Brassinne Bonardeaux, Gilles Louppe, Damien Ernst Access to the paper, Access to the code Improving LLM trustworthiness Large Language Models (LLMs) have been adopted to reduce the amount of menial tasks in textual environments such as…
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Les 10 centres d’énergie renouvelable distants les plus prometteurs
Auteurs: Victor Dachet, Damien Ernst and Thibaut Techy Accéder à la présentation ici: https://hdl.handle.net/2268/337189 La consommation d’énergie n’est pas répartie uniformément à travers le monde. Elle se concentre dans certaines régions que nous appelons centres de consommation. En Europe, la banane bleue est l’un des…
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The 10 most promising remote renewable energy hubs
Authors: Victor Dachet, Damien Ernst and Thibaut Techy Access the presentation: https://hdl.handle.net/2268/337186 Energy consumption is not evenly distributed across the world. It is concentrated in specific regions referred as load centers. In Europe, the Blue Banana is one of the major load centers. It stretches…
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Gym-TORAX: Breaking Fusion Energy “30 Years Away” Curse with Reinforcement Learning
There is a saying in energy research: fusion power is always 30 years away. For decades, scientists have inched closer to making it real, but the timeline keeps slipping forward. The reason is not a lack of effort or brilliance, the challenge is that keeping…
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SecuLEx: a Secure Limit Exchange Market for Dynamic Operating Envelopes
Link to the SecuLEx paper: https://orbi.uliege.be/handle/2268/331735. If you have solar panels, an electric vehicle, or a battery, you are part of a revolution. But this energy revolution is creating hidden problems in the power networks that only a few people see. At times, there is…
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Distributed e-fuel hubs: Concept and case study
Authors: Samy Mokeddem, Bardhyl Miftari, Victor Dachet, Guillaume Derval, Damien Ernst Access to the paper: https://hdl.handle.net/2268/327044 Sectors such as steel, cement, aviation, and shipping are among the most challenging to decarbonize, due to their reliance on high-temperature heat, which is difficult to achieve without burning…
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Two PhD positions in Operations Research
We are looking for two PhD students who will work on a topic at the intersection of Operations Research and Energy Systems: energy systems models’ transparency. By using techniques from multiple OR and ML fields (sensitivity analysis, parametric optimization, machine learning – including Large Language…
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New paper on the techno-economic performance of Small Modular Reactors!
Authors: Antoine Larbanois, Bardhyl Miftari, Antoine Mouchamps, Ayyildiz Kerem Enes, Vincent Schryvers, Guillaume Derval, Damien Ernst Access to the paper: https://hdl.handle.net/2268/331891 This work is the result of a great collaboration between the University of Liège and the SCK CEN, the Belgian Nuclear Research Centre. In…
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Damien Ernst 