Journal Title:Journal Of Computational Science
Computational Science is a rapidly growing multi- and interdisciplinary field that uses advanced computing and data analysis to understand and solve complex problems. It has reached a level of predictive capability that now firmly complements the traditional pillars of experimentation and theory.
The recent advances in experimental techniques such as detectors, on-line sensor networks and high-resolution imaging techniques, have opened up new windows into physical and biological processes at many levels of detail. The resulting data explosion allows for detailed data driven modeling and simulation.
This new discipline in science combines computational thinking, modern computational methods, devices and collateral technologies to address problems far beyond the scope of traditional numerical methods.
Computational science typically unifies three distinct elements:
• Modeling, Algorithms and Simulations (e.g. numerical and non-numerical, discrete and continuous);
• Software developed to solve science (e.g., biological, physical, and social), engineering, medicine, and humanities problems;
• Computer and information science that develops and optimizes the advanced system hardware, software, networking, and data management components (e.g. problem solving environments).
计算科学是一个快速发展的多学科和跨学科领域,它使用先进的计算和数据分析来理解和解决复杂问题。它已经达到了一定程度的预测能力,现在牢固地补充了传统的实验和理论支柱。
检测器、在线传感器网络和高分辨率成像技术等实验技术的最新进展为深入了解物理和生物过程的许多细节打开了新窗口。由此产生的数据爆炸允许进行详细的数据驱动建模和仿真。
这门新的科学学科结合了计算思维、现代计算方法、设备和附属技术,以解决远远超出传统数值方法范围的问题。
计算科学通常统一三个不同的元素:
• 建模、算法和模拟(例如数值和非数值、离散和连续);
• 为解决科学(例如生物、物理和社会)、工程、医学和人文问题而开发的软件;
• 开发和优化高级系统硬件、软件、网络和数据管理组件(例如解决问题的环境)的计算机和信息科学。
大类学科 | 小类学科 | 分区 | Top期刊 | 综述期刊 |
计算机科学 | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS 计算机:跨学科应用 COMPUTER SCIENCE, THEORY & METHODS 计算机:理论方法 | 3区 | 是 | 是 |
大类学科 | 小类学科 | 分区 |
计算机科学 | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS 计算机:跨学科应用 COMPUTER SCIENCE, THEORY & METHODS 计算机:理论方法 | 3区 |
期刊名称 | 领域 | 中科院分区 | 影响因子 |
Cryptography And Communications-discrete-structures Boolean Functions And Sequen | 计算机科学 | 3区 | 1.291 |
User Modeling And User-adapted Interaction | 计算机科学 | 3区 | 3.600 |
Journal On Multimodal User Interfaces | 计算机科学 | 3区 | 2.900 |
Formal Aspects Of Computing | 计算机科学 | 3区 | 1.000 |
International Journal Of High Performance Computing Applications | 计算机科学 | 3区 | 3.100 |
International Journal Of High Performance Computing Applications | 计算机科学 | 3区 | 3.100 |