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Gray-box AI speeds catalyst discovery while explaining what drives results
A new class of artificial intelligence models is cutting the time needed to identify promising catalytic materials from weeks ...
Software simulates 370,000 steps in under 100 hours, potentially cutting demand for time on supercomputers by orders of ...
A major use of critical materials is in catalysis, which is the subject of both this chapter and the next chapter. Catalysts can be used on a large scale, as is the case with many heterogeneous ...
Single-atom catalysts (SACs), with their excellent metal atom utilization and unique physicochemical properties, hold promise for broad applications, especially in heterogeneous catalysis and energy ...
The process of catalysis—in which a material speeds up a chemical reaction—is crucial to the production of many of the chemicals used in our everyday lives. But even though these catalytic processes ...
Single-atom catalysts (SACs) comprise individual metal atoms—such as palladium (Pd), or platinum (Pt)—anchored on a high-surface-area solid support, which both isolates the metal and influences its ...
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