Special Issue on Uncertainty Quantification
Special Issue on Uncertainty Quantification
复制标题
不确定性量化特刊
DOI：
--
复制
发表时间：
2004
影响因子：
3.1
通讯作者：
S. Wojtkiewicz
中科院分区：
文献类型：
--
作者：
R. Ghanem;S. Wojtkiewicz
2003年2月10- 13日在圣地亚哥举行的第二届SIAM计算科学与工程会议上，人们对不确定性量化（UQ）会议产生了浓厚的兴趣，SIAM顾问委员会批准了组织一期SISC特刊的建议。论文通过各种渠道征求计算方面的UQ，和一个编辑委员会负责管理审查过程。作者、编辑团队和审稿人为这本优秀论文集的质量做出了贡献。在过去的几十年里，重要的研究已经扩展到将基于模型的预测发展为自然和物理现象实际行为的精确估计。计算实验与物理测试并行并预测物理测试结果的愿景已经成为科学计算未来的驱动力和公认模型。实现这一愿景的一个关键组成部分是准确和有意义的量化误差的测量。
Following the substantial interest in the uncertainty quantification (UQ) sessions at the Second SIAM Computational Science and Engineering Conference in San Diego on February 10--13, 2003, a proposal to organize a special issue of SISC was approved by the SIAM advisory board. Papers were solicited through various channels on computational aspects of UQ, and an editorial committee was charged with managing the review process. The authors, the editorial team, and the reviewers contributed to the quality of this excellent collection of papers. Significant research has been expanded over the past several decades to develop model-based predictions into sharp estimators of the actual behavior of natural and physical phenomena. The vision of computational experiments paralleling and predicting the outcomes of physical tests is already a driving force and an accepted model for the future of scientific computing. A key component in realizing this vision is the accurate and meaningful quantification of errors in m...