Core Insights - The integration of artificial intelligence (AI) in the design of metamaterials represents a significant technological transformation, allowing for faster and more efficient design processes compared to traditional methods [1][3][4] Group 1: AI in Metamaterial Design - AI can reduce the time required for metamaterial design from a year to just a few days, enabling quicker iterations and improved performance [1][3] - Traditional design relied heavily on the experience of designers, but AI-generated structures often outperform those based on historical design cases [3][4] - Companies like Guangqi Technology have been investing in AI for years, with significant financial commitments, such as 100 million yuan on a material database from 2011 to 2015 [3][4] Group 2: Applications and Market Landscape - Metamaterials can exhibit properties not found in natural materials, with applications in defense, acoustics, and thermal management [1][6] - The acoustic metamaterials sector has seen design times decrease from months to about a week, showcasing the efficiency gains from AI [6] - Guangqi Technology reported revenues of 1.558 billion yuan in the previous year, indicating a strong market presence in aerospace applications [7] - The radiation cooling sector is emerging with several new companies, projecting a revenue increase to 100 million yuan this year, reflecting growth in this niche market [7]
材料“基因编辑”用到AI,学者称产品设计时间可缩到一周
Di Yi Cai Jing·2025-05-16 10:18