Cloud Synthesis: A Global Close-Loop Feedback Powered by Autonomous AI-Driven Catalyst Design Agent

30 December 2024, Version 1
This content is a preprint and has not undergone peer review at the time of posting.

Abstract

The Digital Catalysis Platform (DigCat) pioneers a revolutionary framework for cloud-based synthesis and global closed-loop feedback, redefining catalyst research through advanced automation and collaboration. By integrating >400,000 experimental and >400,000 structural data points with cutting-edge AI tools, DigCat streamlines catalyst discovery and optimization into a seamless, automatic, and data-driven workflow. Through its five-step process—ranging from material design to pH-dependent microkinetic modeling—the platform delivers unparalleled accuracy and efficiency. Accessible globally via the cloud, DigCat enables researchers worldwide to leverage its robust computational capabilities, driving the development of next-generation catalysts with enhanced stability and performance.

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