What is the primary goal Materials Informatics aims to achieve in the development cycle?
Answer
To reduce the time and cost associated with bringing a novel material or improved process from concept to application.
Materials informatics fundamentally seeks to accelerate R&D by building predictive models that intelligently guide experimental efforts, thus minimizing the financial and temporal investment required to reach application.

Related Questions
What is the primary goal Materials Informatics aims to achieve in the development cycle?What step in the Core Workflow involves reconciling datasets where 'Young's Modulus' is listed in GPa and another uses 'Modulus of Elasticity' in psi?What is the critical initial step in the data-to-discovery cycle?When dealing with small, noisy datasets typical in early research stages, which approach is often prioritized over raw predictive power?In the context of materials informatics, what is the purpose of a surrogate model?What specific challenge related to data volume and dimensionality characterizes materials science data according to the text?Which programming languages and specialized libraries are mentioned as dominant tools for a materials informatics practitioner?How does Active Learning, often coupled with Bayesian Optimization, impact the experimental phase of the cycle?What pitfall related to simulation data must practitioners manage carefully when integrating it into MI models?What is the primary function of the Prediction and Screening phase in the MI workflow?