Accelerating Discovery for Sustainable Energy Solutions

Innovating Materials for Power-to-X

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Figure by Emil Frost, DTU Energy. The model performance (test scores) in terms of RMSE (root mean square error) on atomic energies and forces, measured in four separate challenges (click image for larger version)

Winners of the AIS25 AI4Materials NP Challenge announced!

The competition invited international teams to train machine learning models to predict the conditions required to synthesize nanoparticles in real-world laboratory settings.

 

The winning teams have now been found among two of the world’s leading research environments in the field: Filippo Bigi and Cesare Malosso from the COSMO group of Prof. Michele Ceriotti, École Polytechnique Fédérale de Lausanne (EPFL) and Ilyes Batatia from the group of Prof. Gábor Csányi, Cambridge University, and the Max Planck Institute for Polymer Research (MPIP).

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CAPeX, The Pioneer Center for Accelerating P2X Materials Discovery, is a major, long-term research initiative dedicated to pioneering research aimed at advancing the field of Power-to-X. Within a transdisciplinary framework, CAPeX develops innovative methodologies, tools, and infrastructures essential for accelerating material discovery processes for the production of hydrogen, liquid fuels, and chemicals from renewable electricity.
About CAPeX

Operated through a collaborative effort between DTU, Aalborg University (AAU), and closely affiliated with University of Copenhagen, University of Southern Denmark, Aarhus University, SUNCAT Center for Interfacial Science and Catalysis at Stanford University and SLAC National Accelerator Laboratory, SUNERGY at Utrecht University, Acceleration Consortium at University of Toronto, the Pioneer Center aims to foster innovation and research excellence in the field of P2X.

Established in May 2023, the Pioneer Center secured 13 years of funding from the Danish National Research Foundation, Novo Nordisk Foundation, Carlsberg Foundation, Villum Foundation, Lundbeck Foundation, and Ministry of Higher Education and Science.

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