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 ...

Figure 1: Iterative Voronoi mesh optimization illustrated in the 2-D plane. Figure 4: Optimizing surface reconstruction for a given number of vertices/elements (n = 500) for the T cell shown in Figure ...

Scientists have demonstrated that a surface reconstruction strategy can enable affordable hydrogen fuel production. The hydrogen fuel is created using The hydrogen evolution reaction (HER). However, ...

Researchers found a strategy to create catalysts that make the production of hydrogen for clean fuel more efficient and affordable. The hydrogen evolution reaction (HER) is a remarkable process that ...

Scientific inquiry is a hit and miss proposition, subject to constant checking and rechecking. Recently, a new class of materials was discovered called topological insulators—nonmetallic materials ...

“Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, ...