【SMM Nickel Market Flash】Researchers at Tohoku University in Japan have employed machine learning to identify critical factors that enhance the performance of nickel-based catalysts in converting carbon dioxide (CO₂) into methane. The study successfully pinpointed specific properties and conditions that boost catalyst efficiency. These findings provide a data-driven approach to optimizing catalyst design, which could accelerate advancements in carbon recycling and sustainable energy technologies.