Data and Materials and Catalysts Informatics

Materials and catalyst informatics encompasses the systematic exploration and analysis of materials and catalysts data to discern underlying trends and patterns. The quest for such insights drives researchers to address fundamental questions: How can we access relevant materials and catalysts data? Is it feasible to generate materials and catalysts data deliberately? What knowledge can we derive from the wealth of materials and catalysts data at our disposal? Furthermore, what methodologies and tools are necessary to facilitate scientific visualization and harness the power of machine learning in this domain? The pivotal role of data in informatics cannot be overstated, as it serves as the cornerstone of the entire process. This chapter delves deep into the indispensable role of data within the realms of materials science and catalysis. It explores the avenues through which researchers can acquire, curate, and leverage materials and catalysts data to advance our understanding and ultimately pave the way for groundbreaking discoveries. Understanding the nuances of data acquisition and utilization is paramount in the pursuit of advancements in materials and catalyst informatics.