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Challenging, exciting, promising times

机译:充满挑战,激动人心,充满希望的时代

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摘要

Computational science is now commonly considered a third mode of science and engineering, complementing and adding to field/ experimentation/observation and theory. Computer models and computer simulations have become an important part of the research repertoire, supplementing (and in some cases replacing) experimentation. Scientific computing spans different disciplines such as computer science, applied mathematics and science/ engineering. It is a complex and diverse area, requiring domain expertise, mathematical modelling, numerical analysis, algorithm development, software implementation, program execution, analysis, validation, and visualisation of results. The fundamental technological enabler of scientific computing is high performance computing (HPC). The linkage between scientific computing and HPC exists at different levels: some scientific and engineering problems need to scale over large computational resources. Others are suited to thousands of simulations running in parallel. A third group deals with large amounts of data.
机译:现在,计算科学通常被认为是科学和工程学的第三种模式,是对领域/实验/观测和理论的补充和补充。计算机模型和计算机模拟已成为研究资料库的重要组成部分,是对实验的补充(在某些情况下替代了实验)。科学计算跨越不同学科,例如计算机科学,应用数学和科学/工程。这是一个复杂多样的领域,需要领域专业知识,数学建模,数值分析,算法开发,软件实现,程序执行,分析,验证和结果可视化。科学计算的基本技术推动力是高性能计算(HPC)。科学计算与HPC之间的联系存在于不同的层次:一些科学和工程问题需要扩展到大量的计算资源上。其他的则适合并行运行的数千个仿真。第三组处理大量数据。

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