Search Results for author: Alvaro Carbonero

Found 2 papers, 0 papers with code

Enabling Clean Energy Resilience with Machine Learning-Empowered Underground Hydrogen Storage

no code implementations4 Apr 2024 Alvaro Carbonero, Shaowen Mao, Mohamed Mehana

To address the urgent challenge of climate change, there is a critical need to transition away from fossil fuels towards sustainable energy systems, with renewable energy sources playing a pivotal role.

On the importance of catalyst-adsorbate 3D interactions for relaxed energy predictions

no code implementations10 Oct 2023 Alvaro Carbonero, Alexandre Duval, Victor Schmidt, Santiago Miret, Alex Hernandez-Garcia, Yoshua Bengio, David Rolnick

The use of machine learning for material property prediction and discovery has traditionally centered on graph neural networks that incorporate the geometric configuration of all atoms.

Property Prediction

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