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The demand for sustainable and environmentally friendly catalysts has been increasing. Green catalysts, which promote cleaner and more energy-efficient reactions, are gaining popularity as industries focus on reducing their environmental footprint. Digitalization and the use of artificial intelligence (AI) and machine learning in catalyst development are enabling faster and more efficient screening of potential catalysts, accelerating the discovery of novel catalyst materials. Thus, the growing prevalence is expected to expedite the chemical catalyst industry growth.