摘要 ： 分享一篇强专业性且前瞻的文章，主要探讨将AI技术应用于仪器研发中的结构、公差及多物理场耦合分析，希望能对行业用户带来启发。 特别提示 微信机制调整，点击顶部"仪器信息网" → 右上方"…" → 设为 ★ 星标，否则很可能无法看到我们的推送。 在 之 前 的 文 章 中 ， 我 们 介 绍 了 利 用 MCP-Blender 和 DeepSeek 等 AI 工 具 在 仪 器 开 发 中 的 应 用 。 如 果 说 之 前 的 探 讨 更 多 属 于"宏观叙事"，那么本文将视角由广入微，将 AI 定义为一名"虚拟物理学家"，深入精密公差控制和结构力学等核心工程领域。 这是一场从传统"物理驱动"向"数据驱动"或"物理感知"模式的变革。在这些领域，AI 的核心使命并非完全替代物理求解器，而是 为了 加速计算、优化设计空间以及建立降阶模型（ROM）。 具体而言： · 结构设计： 利用创成式设计解决"既要轻又要硬"的矛盾； · 公差分析： 利用基于制造数据的 AI 模型，从"理论计算"转向"良率预测"； · 系统耦合： 利用 PINNs（物理信息神经网络）解决光机热耦合难题，实现主动补偿。 这一系列操作，标志 ...

今年以来，姑苏区锚定税源型、特色型、成长型项目，开展创新产业招商跃升行动，积极推动科技 创新与实体经济深度融合。佳谱仪器（苏州）有限公司是一家从事X荧光光谱仪的研发、生产、销售及 服务的高新技术企业。公司董事长李小福表示，姑苏区载体空间标准高、硬件配套完善、交通网络便 捷、企业服务无微不至，产业链上下游资源聚合，契合企业在技术研发、市场拓展、产学研合作等方面 发展需求，企业对未来发展充满期待。 为抢抓人工智能发展机遇，姑苏区深度对接中国人工智能学会优质资源，引入最前沿的全国人工智 能应用场景赛事，构建"以赛引才、以赛促产、以产留才"的AI创新生态圈。昨天，第三届全国人工智能 应用场景创新挑战赛总决赛正式启动，长三角赛区组委会秘书处揭牌。该平台将系统挖掘"人工智能 +"产业潜力，为长三角地区人工智能应用场景提供全链条服务与支撑。 据悉，今年12月，姑苏区还将举办全国人工智能应用场景创新挑战赛姑苏专项晋级赛，聚焦机器 人、低空经济、检验检测、智能制造等细分赛道，精准对接区域发展需求，吸引更多优质项目与高端人 才汇聚姑苏。 昨天（11月22日），姑苏区创新产业发展对接会举行，18个重点项目集中签约，总投资额28.4 ...

Core Viewpoint - The article discusses the public announcement of key research and development projects in Henan Province for the year 2026, focusing on various advanced technology projects in the instrumentation sector, including high-resolution spectral imaging and non-destructive testing [2][3]. Group 1: Key R&D Projects - The announced projects include significant research in the instrumentation industry, covering areas such as spectral imaging, non-destructive testing, and gas analysis [2]. - Specific projects highlighted are: - Research and demonstration of key technologies for short-wave infrared computational spectral imaging chips [2]. - Development and industrial demonstration of intelligent high-resolution snapshot imaging spectral technology based on micro-lens arrays [2]. - R&D and application of high-resolution multi-spectral infrared imaging gas intelligent detection systems [2]. - Research and application of X-ray non-destructive testing technology in complex scenarios of power systems [2]. - Development of a composite functional micro-CT system for detecting complex structural systems [2]. - Intelligent non-destructive testing technology and instruments for the health status of ancient wooden structures using ultrasonic guided waves [2]. - Development of a laser online coal quality element analyzer [2]. - Key technology and application research for online monitoring systems of dissolved gases in transformer oil using photothermal spectral degassing [2]. - R&D and industrialization of key technologies for Coriolis mass flow meters [2]. - Development of a new portable mass spectrometer "digital microfluidic chip-ion source" [2]. - Key technology R&D and application for high-performance multi-component toxic gas analysis [2]. - R&D and industrialization of underground intelligent steel-plastic gas detectors [3]. - Development of infrared spectral intelligent perception key technologies and equipment for mine gas cloud distribution [3]. Group 2: Broader Technological Initiatives - The article notes that various technology plans in Henan Province are being actively promoted, including the completion of the public announcement for the 2026 provincial technology tackling projects on October 29 [3]. - The implementation of these technology plans is expected to significantly enhance the technological innovation capabilities of Henan Province, providing technical support for industrial transformation and upgrading [3].

Core Insights - The article focuses on high-paying job opportunities in the instrument research and development sector during the National Day holiday period, encouraging job seekers to update their resumes and explore new positions [2]. Job Opportunities - **Tianmei**: R&D Project Supervisor in Shanghai with a salary range of 25k-35k, requiring a bachelor's degree in electronics or related fields, proficiency in digital and analog circuits, and experience in firmware development [2]. - **Shanghai Kailai**: R&D Project Manager (LIBS direction) in Shanghai with a salary range of 20k-30k, requiring a master's degree in analytical chemistry or related fields, with over 5 years of experience in LIBS technology [3][4]. - **Shenghan**: Senior Liquid Phase System Engineer in Qingdao with a salary range of 15k-30k, requiring a bachelor's degree in precision instruments or related fields, with experience in product development [7][8]. - **Dongxi Analysis**: Mechanical Design Engineer in Beijing with a salary range of 13k-20k, requiring over 5 years of experience in structural design for analytical instruments [9][10]. - **Shanghai Bang'an**: MCU Development Engineer in Shanghai with a salary range of 7k-10k, requiring experience in MCU programming and circuit design [11][12]. - **Zhonghang Shijinshi**: Structural Strength Engineer in Langfang, salary negotiable, responsible for structural design and strength analysis of products [13][14]. - **Zhipu**: Senior Software Engineer in Beijing with a salary range of 10k-20k, requiring experience in software development for medical or scientific instruments [16]. - **Gangyan Nake**: Algorithm Engineer in Beijing, salary negotiable, requiring proficiency in programming and experience in deep learning frameworks [18]. - **COFCO Engineering Testing**: R&D Engineer in Zhengzhou, salary negotiable, requiring a bachelor's degree in electrical or mechanical engineering [19].