Materials optimization is a research field and methodological approach focused on systematically improving the properties, performance, or processing parameters of materials. It employs computational techniques, including machine learning and advanced optimization algorithms, to identify optimal material designs or process conditions that satisfy multiple target properties or performance criteria, often simultaneously. This approach is significant for enabling the rational design, accelerated discovery, and enhanced application of materials with tailored characteristics for specific technological demands across various disciplines.