Artificial Intelligence and Machine Learning

The CMRC leverages advanced artificial intelligence (AI) and machine learning (ML) methods to accelerate discovery and improve decision-making across the critical materials value chain. By integrating data-driven models with geoscience, engineering, and supply chain analysis, the Center enhances resource characterization, optimizes extraction and processing workflows, and supports predictive assessment of environmental and economic outcomes. These approaches enable more efficient, resilient, and sustainable development of critical material resources.