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人工智能和光电技术如何互促共进? “科学咖啡馆”碰撞前沿观点
Zhong Guo Xin Wen Wang· 2026-02-11 14:21
本次活动以"人工智能×光电技术:使能与颠覆"为主题,旨在探讨人工智能和光电技术两大前沿技术领 域的深度融合与协同创新。 当前,人工智能的飞跃愈发依赖光电技术所提供的超强感知与算力支撑,而光电系统的演进也迫切需要 人工智能赋予其更优的设计、控制与优化能力。二者相互赋能、彼此重塑,正形成"使能"与"颠覆"并存 的双向驱动格局。 西湖大学光电研究院研究员郑学彦在分享中说,"光电合封是人工智能硬件和光学技术领域的'寒武纪大 爆发',先进光电合封能够有效解决AI算力中心在功耗、带宽、速度、集成度和成本上的痛点。" 他认为,光电合封的发展不仅关乎单一技术突破,更涉及整个产业链生态的协同。光电合封是一个涵盖 光芯片、电芯片、先进封装、无源器件等相关配件的完整生态链。"因此,我们致力于打造垂直领域的 光电合封平台。" 中新网杭州2月11日电2月11日,由浙江省经济和信息化厅、浙江省科学技术协会指导,西湖大学光电研 究院、浙江省科企新质生产力研究院、浙江省工业和信息化研究院主办的"科学咖啡馆·智见未来"在杭 州举办。 如果说光电合封是在底层硬件上为AI构筑高速公路,那么计算成像技术则是在软件、算法层面拓展AI 的"视觉"与感知 ...
先进封装,再起风云
半导体行业观察· 2026-01-29 01:15
Core Insights - The semiconductor industry is shifting focus from process technology to advanced packaging as AI chip demand surges and high bandwidth memory (HBM) becomes more prevalent [2][4] - Gartner predicts a 21% growth in the global semiconductor market by 2025, reaching approximately $793.45 billion, with advanced packaging technology becoming a key growth driver [2] - Major players like TSMC, Intel, and Samsung are intensifying their R&D and investments in advanced packaging, leading to heightened competition [2][4] TSMC's Innovations - TSMC's WMCM (Wafer-Level Multi-Chip Module) technology is set to revolutionize packaging for Apple's A20 chip, with mass production expected by the end of 2026 [3] - WMCM integrates memory with CPU, GPU, and NPU on a single wafer, significantly improving signal transmission and thermal performance while reducing costs [3][4] Intel's Strategy - Intel is showcasing its glass substrate technology combined with EMIB (Embedded Multi-Die Interconnect Bridge), aiming to redefine multi-chip interconnect rules [5][9] - The new packaging sample features a large size and advanced stacking architecture, addressing bandwidth limitations for AI accelerators and high-performance computing [5][8] Samsung's Approach - Samsung is focusing on thermal management innovations with its Heat Pass Block (HPB) technology, enhancing heat dissipation in mobile SoCs [10][12] - HPB technology reduces thermal resistance by 16% and lowers chip operating temperatures by 30%, addressing performance throttling in high-load scenarios [12][13] Advanced Packaging Market Trends - The advanced packaging market is characterized by multiple competing technologies, with 2.5D/3D packaging expected to see a compound annual growth rate of 23% from 2023 to 2029 [15] - TSMC's CoWoS capacity is projected to double by 2026, primarily serving major clients like NVIDIA [15][17] Future Directions - Material innovation is crucial for advanced packaging, with glass substrates emerging as a viable alternative to organic substrates due to their superior thermal stability and wiring density [29][30] - Heterogeneous integration is becoming mainstream, allowing for the combination of different chip types within a single package, enhancing performance and efficiency [31][32] - Thermal management is evolving to address the increasing power density of chips, with solutions like HPB setting new benchmarks for packaging-level heat management [33] - Photonic-electronic integration (CPO) is anticipated to revolutionize data transmission, addressing bandwidth and power consumption challenges in data centers [34]
玻璃基板,量产前夜
半导体行业观察· 2025-12-28 02:49
Core Viewpoint - The semiconductor industry is shifting from process competition to packaging innovation, with glass substrates emerging as a key material to overcome performance bottlenecks in advanced packaging [1][2]. Group 1: Industry Dynamics - Major companies like Samsung, Intel, AMD, and Nvidia are actively exploring glass substrates for next-generation chip development, indicating a strategic focus on this material [1]. - Recent developments include Japan's Rapidus exploring glass substrate technology and Samsung's plans to establish a joint venture with Sumitomo Chemical for glass substrate production [1][2]. Group 2: Advantages of Glass Substrates - Glass substrates offer significant advantages over traditional organic substrates and silicon interposers, including lower dielectric loss, excellent thermal stability, and high flatness [3][4]. - The electrical performance of glass substrates is superior, with signal transmission loss at 10GHz being only 0.3dB/mm, and dielectric loss reduced by over 50% compared to organic substrates [4]. - Glass substrates can achieve a thermal expansion coefficient (CTE) of 3-5ppm/°C, matching silicon chips and reducing warpage by 70% during thermal cycling [4]. Group 3: Types of Glass Substrates - Glass substrates are categorized into glass interposers and glass core substrates, each serving different roles in advanced packaging scenarios [3][6]. - Glass interposers are primarily used in 2.5D packaging, enabling high-density interconnections between multiple chips [6]. - Glass core substrates are aimed at 3D packaging and chiplet integration, providing a stable solution for increasing chip sizes and I/O counts [8]. Group 4: Industry Competition - The competition in the glass substrate market is intensifying, with companies like Intel, Samsung, TSMC, and new entrants like Rapidus and Absolics making significant investments and strategic moves [12][14][20]. - Intel has invested over $1 billion in developing glass substrate technology and aims for large-scale application by 2026-2030 [12][13]. - Samsung is pursuing a dual-line strategy, focusing on both rapid commercialization and long-term technological breakthroughs in glass substrates [14][15]. Group 5: Challenges and Barriers - The glass substrate industry faces challenges in scaling production, with many companies still in the early stages of development and validation [34][39]. - Key technical challenges include the efficiency and yield of TGV (Through Glass Via) processes, high-density wiring, and bonding reliability [35][41]. - Cost remains a significant barrier, with the production costs of glass substrates being substantially higher than traditional organic substrates, limiting their application in price-sensitive markets [39][40]. Group 6: Domestic Developments - Domestic companies in China are actively pursuing opportunities in the glass substrate market, leveraging their expertise in glass processing and precision manufacturing [23][30]. - Companies like BOE and Wog Glass are making strides in developing glass substrates for semiconductor packaging, with plans for mass production and technological advancements [24][25]. - The establishment of industry alliances and collaborations between academia and industry is fostering innovation and addressing common technical challenges in the glass substrate sector [30][31].