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华为是一家自营业务广泛存在物理仿真需求并且在AI技术和计算产业全面布局的公司,当前AI辅助科学计算的技术潮流与我们高度契合。本报告中,我们将结合学术前沿和业务需求,从AI辅助偏微分方程求解、AI辅助第一性原理仿真、物理先验嵌入的机器学习模型等视角,梳理和分析AI辅助科学计算领域的前沿工作。之后,我们希望与老师同学们探讨我们将这些技术和思想运用在内部业务过程中面临的一些挑战和问题。
With the advantages of fast calculating speed and high precision, the physics-informed neural network method opens up a new approach for numerically solving nonlinear partial differential equations. B...
Networks arise in many areas of research and applications, which come in all shapes and sizes. The most studied and best understood are static network models. Many other network models are also in exi...
Map tile technology is widely used in web geographic information services. How to efficiently produce map tiles is key technology for rapid service of images on web. In this paper, a rapid producing s...
Combinatorial methods are a promising modern approach to software testing. In particular, pairwise testing, which requires testing all pairs of possible values for any pair of input parameters, has sh...
Welcome to the official website of the 2017 the 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA 2017), which will be held in North China University of Technolo...
The National Science Foundation (NSF) has long been a leader in supporting research that has formed the basis for smart and connected communities, pushing sensor and networking capabilities beyond tod...
In the recent years, deep learning methods have emerged as a powerful machine learning method for many fields. Deep learning methods are different from all traditional approaches. They automatically l...
Distributing applications and service applications among cloud systems offer many potential benefits. However, implementing robust, efficient, and flexible distributed applications is more complex tha...
The 1 International Conference on Next Generation Computing Applications, NextComp2017, will be held from July 19-21, 2017 in the Republic of Mauritius. The 2017 NextComp is the flagship confer...
With the advent of autonomous driving and augmented reality, the applications of visual odometry are significantly growing. The development of smart-phones and cameras is also making the visual odomet...
This workshop will focus on the role of computer vision and pattern recognition in forensic applications, with special emphasis on media forensics. There are a number of areas in the computer vision a...
Modern platforms, composed of multicore CPUs coupled with accelerators such as graphics processing units (GPUs) or Intel Xeon Phis, are now widely used in high performance computing to address the cha...
The role of Intelligent Systems in the context of the Information Technologies is clearly established. This kind of approach allows the inclusion, in computational systems, of human intelligence relat...
Cities are experiencing significant challenges in many aspects such as efficient energy management, economic growth and development, security and quality of life of their citizens. In the era of big d...

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