本文简单介绍了国内外新材料探索的现状、模式识别技术的概要、模式识别与新材料探索的关系,以及其在新材料探索中的应用(例如:合成了高效催化剂、金属化合物以及获得了新的功能材料等)。这些介绍表明,模式识别技术对于新材料探索是很适用的。 This article briefly introduces the current situation of exploration of new materials at home and abroad, the outline of pattern recognition technology, the relationship between pattern recognition and new material exploration and its application in the exploration of new materials (for example, the synthesis of efficient catalysts, metal compounds and new Functional materials, etc.). These introductions show that pattern recognition technology is good for new material exploration.