Samples Selection for Artificial Neural Network Training in Preliminary Structural Design

An artificial neural network (ANN) is applied in the preliminary structural design of reticulated shells. Major efforts are made to enhance the generalization ability of networks through well-selected training samples. Number-theoretic methods (NTMs) are adopted to generate samples with low discrepancy, i.e.uniformly scattered in the domain, where discrepancy is a quantitative measurement of the uniformity. The discrepancy of the NTM-based sample set is 1/6-1/7 that of samples with equal spacing. In a case study,networks trained by NTM-based samples are compared with those trained by equal-spaced samples in generalizing performance. The results show that both the computational precision and stability of the former ANNs are more satisfactory than those of the latter. It is concluded that the flexibility of ANNs in generalizing can be effectively increased by use of uniformly distributed training samples rather than simply piling data.More reliable uniformity should be obtained, however, through NTMs instead of equal-spaced samples.     

中性磷萃淋树脂吸附铼的性能和机理研究ⅢCL－P＿（350）－KReO＿4－HNO＿3体系

本文报道四甲基膦酸二甲庚酸萃淋树脂（ＣＬ－Ｐ＿（３５０）从硝酸溶液中吸附鳞的性能和机理研究。实验结果表明，吸附平衡服从Ｌａｎｇｍｕｉｒ经验等温式。测得吸附物分子中Ｐ（３５０）与Ｒｅ（Ⅶ）的摩尔比为２：１。Ｒｅ（Ⅶ）是以形式被树脂吸附，其吸附机理属于综合反应：并测定了吸附过程的热力学函数。     

人工神经网络紫外分光光度法同时测定苯和甲苯

应用三层ANN_BP网络解析苯和甲苯的吸收光谱 ,不经分离 ,用紫外分光光度法同时测定苯和甲苯 .使用改进的BP算法 ,避免了神经网络学习过程中可能产生的麻痹现象 ,提出了目标向量的简单变换方法及便于网络参数选择的收敛评价函数 .实验验证了方法的有效性 ,同时表明 ,苯在 0 - 72 0mg/L和甲苯在 0 - 84 0mg/L范围内服从比尔定律     

氨基膦酸羧酸螯合树脂的合成及其对痕量镧系稀土富集分离性能的研究

简要叙述了氨基膦酸羧酸树脂的合成路线 ,用 ICP- AES对其富集分离痕量镧系稀土元素进行了研究 ,讨论了吸附酸度、洗脱、吸附流速以及共存离子干扰等的影响 ,并进行了实际样品的分析 ,获得了满意的结果 .     

聚丙烯酸接枝聚甲基丙烯酸甲酯共聚物的表面性质及粘度性质的研究

聚丙烯酸接枝聚甲基丙烯酸甲酯共聚物的表面有其特殊性质:水滴在其表面上形成的接触角基本上与其组成无关,而丙烯酸——甲基丙烯酸甲酯无规共聚物的表面接触角却与其组成有密切关系;接枝共聚物在DMF溶液中,其粘度表现出有趣的现象,说明了接枝共聚物在溶液中有微区现象和聚电解质性质     

Pathways for oxidative fuel provision to working muscles: Ecological consequences of maximal supply limitations

The study of metabolic fuel provision and its regulation has reached an exciting stage where specific molecular events can be correlated with parameters of the organism's ecology. This paper examines substrate supply pathways from storage sites to locomotory muscle mitochondria and discusses ecological implications of the limits for maximal flux through these pathways. The relative importance of the different oxidative fuels is shown to depend on aerobic capacity. Very aerobic, endurance-adapted animals such as long distance migrants favor the use of lipids and intramuscular fuels over carbohydrates and circulatory fuels. The hypothesis of functional co-adaptation between oxygen and metabolic fuel supply systems allows us to predict that the capacity of several biochemical processes should be scaled with maximal oxygen consumption. Key enzymes, transmembrane transporter proteins, glucose precursor supply and soluble fatty acid transport proteins must all be geared to support higher maximal glucose and fatty acid fluxes in aerobic than in sedentary species.     

乳清酸的2.5次微分示波极谱法测定

拟定了乳清酸的2.5次微分示波极谱测定新方法.结果表明在0.8 mol/L HCl介质中,乳清酸产生一灵敏的极谱还原波,峰电位Ep =-0.77 V(vs.SCE);其2.5次微分极谱峰峰电流ep″与乳清酸浓度在4.0×10-8～4.0×10-5 mol/L范围内呈良好线性关系(r=0.999 6,n=9),检测限为1.0×10-8 mol/L;13次平行测量4.0×10-7 mol/L乳清酸的峰电流,所得RSD为1.8%.该方法可直接用于测定牛奶中乳清酸的含量.     

北方铜业冶炼厂硫酸系统风机单机运行实践

详细介绍了S1200-16型鼓风机在北方铜业冶炼厂的使用情况，以及S1200-16型鼓风机的结构、技术参数，提出了为确保风机的正常运行所采取的处理措施。     

顺铂与DNA相互作用下的CD谱的测试

本文报导了ＤＮＡ与顺铂相互作用下的ＣＤ谱的测试过程及实验结果，并对作用机理做了初步分析．