As global efforts to combat climate change intensify, electrochemical CO₂ reduction reaction (CO 2 RR) stands out as a critical technology for converting greenhouse gases into valuable fuels and ...
Advanced techniques such as active learning and generative models further enhance the design efficiency by prioritizing critical experiments and proposing novel catalyst candidates. A central focus ...
(Nanowerk Spotlight) The integration of machine learning (ML) into materials science is rapidly transforming the way researchers discover and design advanced ...
This work presents an AI-based world model framework that simulates atomic-level reconstructions in catalyst surfaces under dynamic conditions. Focusing on AgPd nanoalloys, it leverages Dreamer-style ...
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