10 papers
Europe's Climate Ambition Under Scrutiny: Evidence from Deep Learning Emission Projections
Jacopo Ghirri, Carlos Rodriguez-Pardo, Lara Aleluia Reis +1
The European Union has committed to reducing greenhouse gas emissions 55% below 1990 levels by 2030, but whether current trends are compatible with this ambition remains uncertain.…
TerraNova: A Foundation Model for the Anthropocene
Carlos Rodriguez-Pardo, Massimo Tavoni
A defining problem of the Anthropocene is to model the physical Earth and human societies as one coupled system, yet no learned representation spans their observational breadth. We…
EU-ETS under attack? The impact of carbon price suppression on the decarbonization of the power sector
Javier Gonzalez-Ruiz, Carlos Rodriguez-Pardo, Alice Di Bella +3
European countries are debating policies to mitigate the increased energy costs caused by renewed geopolitical tensions, while pursuing decarbonization and electrification. A notab…
A harmonised dataset for Earth system foundation models
Carlos Rodriguez-Pardo, Massimo Tavoni
Foundation models for Earth systems have so far been trained primarily on physical climate and weather data, with limited representation of the human systems that both drive and re…
Understanding electricity consumption behaviour through Inverse Reinforcement Learning
Enrico Cofler, Carlos Rodriguez-Pardo, Matteo Giuliani +2
Understanding how households consume electricity in response to socioeconomic and climatic drivers is important for decision-makers designing energy policies in a changing climate…
Fast Voxelization and Level of Detail for Microgeometry Rendering
Javier Fabre, Carlos Castillo, Carlos Rodriguez-Pardo +1
Many materials show anisotropic light scattering patterns due to the shape and local alignment of their underlying micro structures: surfaces with small elements such as fibers, or…