人工智能技术的进步可谓一日千里。"人工智能+"材料科学已成为重要的交叉学科方向。中国工程院院士干勇认 为，人工智能将重塑材料研发过程，材料会逆向生成；此外，场景创新已成为推动人工智能与实体经济深度融合 的关键力量。谷歌、微软、Meta和字节跳动等科技巨头纷纷发力，布局相同的技术路线：通过理论计算获取材料 科学数据，通过高通量计算生产海量此类数据，再将数据"反哺"给人工智能模型，借助模型推理未知材料的性 能。 数据是人工智能起飞的助推剂 数据是人工智能起飞的助推剂，数据的多少和质量高低直接影响人工智能的预测水平。干勇提出，必须首先解决数 据够用与好用的问题，才能释放人工智能巨大潜力。高通量制备与表征是快速获得大量材料实验数据的关键技术， 实验数据尤为稀缺，应通过标准化建设，使数据适合人工智能的要求，即"AI ready"。 在"人工智能+"材料科学的发展中，数据同样是重中之重。干勇强调，生产数据库，特别是建设具有行业支撑作用的 数据集，是一场无法规避的"硬仗"，但这也会成为未来产业的一座"金山"。此外，要建立材料全生命周期综合研究 评价设施。基于多场环境全生命周期测试数据，研究材料失效机制和全寿命失效机理，开发 ...

Core Insights - Qingdao Beer has been recognized as one of the first "Chinese Consumer Brands" by the Ministry of Industry and Information Technology, highlighting its commitment to quality and consumer satisfaction [1] - The brand's unique "digital end-to-end quality management model" has allowed it to create products that exceed consumer expectations, reinforcing its strong market presence [1][6] Product Strategy - Qingdao Beer has developed a diverse product matrix consisting of 9 major series and over 70 products, catering to various consumer preferences and age groups [3] - The company has introduced innovative products such as the A6 and A3 from the upgraded Aogute series, as well as unique offerings like Nikashi White Beer and non-alcoholic White Beer, enhancing its product differentiation [5] Quality Management - The company emphasizes a rigorous quality control process, involving over 1,800 quality inspection projects and meticulous selection of ingredients, ensuring high standards in every bottle [7] - Qingdao Beer has integrated traditional craftsmanship with modern technology, digitizing quality management practices to preserve the expertise of its artisans [9] Consumer Engagement - Qingdao Beer has successfully positioned itself as a brand that resonates with younger consumers by creating products that align with their emotional and experiential values [10] - The brand has engaged in various marketing initiatives, including collaborations with sports events and the creation of themed products, to enhance its connection with consumers [12] Market Positioning - Qingdao Beer is seen as a leader in the Chinese beer industry, continuously innovating and adapting to market changes while maintaining a focus on quality [5][6] - The brand's ability to blend tradition with modern consumer trends has solidified its reputation as both a classic and trendy choice in the beverage market [10]