Researchers can enhance their HPC simulations with AI to achieve faster and better results for various scientific workloads. Engineers can use AI to evaluate a variety of designs, including medical devices, manufacturing robots, and automotive components.

2024年4月5日 · Explore how the convergence of high performance computing (HPC) and artificial intelligence (AI) is driving industry breakthroughs. Learn about real-world use cases. Read the insight

在26日上午的开幕式暨“智创未来”科技前沿高峰论坛上，中国工程院院士、清华大学计算机科学与技术系教授 郑纬民 在线上分享了关于“ AI 和 HPC 融合的 高性能计算机体系结构 ”主题报告。 本文经整理及本人确认发布。 本文要点如下： 1、 AI有三驾马车，大数据、算力、算法，大数据我国不比美国差，智能算力跟美国还差很多，算法我们也在做跟踪，三架马车，两个美国占有优势。 2、 AI算力 正在改变基础科学与人工智能领域的创新模式，AI跟HPC加高性能物理计算加速数百 …

2024年11月13日 · Autonomous HPC is exactly what it sounds like—the ability of an HPC infrastructure to automate tasks and meet performance goals defined by its human administrators....

2024年12月15日 · 高性能计算（HPC）与人工智能（AI）超级计算机的关键区别主要体现在它们的设计目的、架构、应用领域及 性能优化 方面。 以下是对这些区别的详细展开： HPC: 高性能计算的主要目的是通过大规模并行处理技术，解决复杂的科学和工程计算问题。 它适用于需要处理大量数据和执行复杂算法的任务，比如气候建模、流体动力学、基因组测序等。 AI超级计算机: 这些系统专门设计用于优化机器学习和深度学习任务，主要侧重于数据分析、模式识别和模型训练。 …

High-performance computing (HPC) and Artificial Intelligence (AI) are two areas of computing that are seeing fast-paced growth. The HPC systems have evolved to incorporate the capability of running mid-level AI algorithms for C4I (Command, Control, Communications, Computers and Intelligence) networks. HPC solutions can be used at the edge or in the cloud. They are used to solve large-scale ...

2025年1月28日 · In a 2023 Intersect360 Research survey, HPC-AI users rated AMD ahead of both Nvidia and Intel for the price/performance of GPUs. But Nvidia crushed Intel and especially AMD in perceptions of software ecosystem. (See chart.) Nvidia also led all user ratings in “technology” and “future prospects.” HPC-AI User Ratings of Leading GPU Vendors

2024年6月20日 · This paper surveys the diverse and rapidly evolving field of AI-driven HPC and provides a common conceptual basis for understanding AI-driven HPC workflows. Specifically, we use insights from different modes of coupling AI into HPC workflows to propose six execution motifs most commonly found in scientific applications.

2025年3月18日 · The link between high performance computing (HPC) and artificial intelligence (AI) is becoming increasingly important. Training large AI models in particular requires immense computing capacities, which are provided by high-performance supercomputers. At the online seminar of the eco initiative ‘AI in Practice’ on 13 March 2025, experts from business and research highlighted specific use ...

2019年6月24日 · Recently, the integration of High-Performance Computing (HPC) and Artificial Intelligence (AI) has become an exciting innovative paradigm for industry and life. These two emerging technologies are rapidly growing field of research that cover powerful computation required for big data analysis.