Scientific Computing Research Environments for the Mathematical Sciences (SCREMS)

数学科学的科学计算研究环境 (SCREMS)

• 批准号: 0079430
• 负责人: Wolfgang Polonik
• 金额: $ 9.39万
• 依托单位: University of California-Davis
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2000
• 资助国家: 美国
• 起止时间: 2000-09-01 至 2003-08-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0079430&HistoricalAwards=false
• 关键词: Scientific; Computing; Research; Environments; Mathematical

The Division of Statistics at the University of California at Davis will purchase a 32 node Beowulf supercomputing cluster which will be dedicated to the support of research in the mathematical and statistical sciences. The equipment will be used for several research projects, including in particular: studying regression trees for correlated survival data, specifically prognostic classification of cancer and dental patients; Bayesian analyses for detection of climate change and attribution to specific anthropogenic causes such as increasing atmospheric carbon dioxide and sulfate aerosols; linkage analysis incorporating age of onset and clustering methods to study gene expressions; nonparametric prediction regions for multivariate, nonlinear stochastic processes; and analysis of functional or curve data in experimental aging research.

加州大学戴维斯分校统计系将购买一个 32 节点 Beowulf 超级计算集群，该集群将致力于支持数学和统计科学研究。 该设备将用于多个研究项目，特别包括：研究相关生存数据的回归树，特别是癌症和牙科患者的预后分类；用于检测气候变化和归因于特定人为原因（例如大气二氧化碳和硫酸盐气溶胶增加）的贝叶斯分析；连锁分析结合发病年龄和聚类方法来研究基因表达；多元非线性随机过程的非参数预测区域；以及实验老化研究中的功能或曲线数据分析。