Batteries as an Energy Carrier: Delivering Electricity when Grid Power Lacks
Link to the paper: https://hdl.handle.net/2268/348787 Somewhere in Europe, right now, a factory owner is reading a letter from their grid operator. He was asking for more power. The answer is yes… but in a few years. Meanwhile, forty kilometres away, a wind farm is being…
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Parallelisable Memory Recurrent Units
Florent De Geeter, Gaspard Lambrechts, Damien Ernst and Guillaume Drion Link: https://hdl.handle.net/2268/339817 Sequence models are important because they are used everywhere: to predict future weather, to take future actions from past observations in reinforcement learning, or even to generate the following words in a sentence…
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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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Damien Ernst 