Finding finer functions for partially characterized proteins by protein-protein interaction networks

Based on high-throughput data, numerous algorithms have been designed to find functions of novel proteins. However, the effectiveness of such algorithms is currently limited by some fundamental factors, including (1) the low a-priori probability of novel proteins participating in a detailed function; (2) the huge false data present in high-throughput datasets; (3) the incomplete data coverage of functional classes; (4) the abundant but heterogeneous negative samples for training the algorithms; and (5) the lack of detailed functional knowledge for training algorithms. Here, for partially characterized proteins, we suggest an approach to finding their finer functions based on protein interaction sub-networks or gene expression patterns, defined in function-specific subspaces. The proposed approach can lessen the above-mentioned problems by properly defining the prediction range and functionally filtering the noisy data, and thus can efficiently find proteins’ novel functions. For thousands of yeast and human proteins partially characterized, it is able to reliably find their finer functions (e.g., the translational functions) with more than 90% precision. The predicted finer functions are highly valuable both for guiding the follow-up wet-lab validation and for providing the necessary data for training algorithms to learn other proteins.     

The controlling factors and distribution prediction of H2S formation in marine carbonate gas reservoir, China

Generally, there are some anhydrites in carbonate reservoir, as H2S is also familiar in carbonate oil and gas reservoirs. Nowadays, natural gas with high H2S concentration is usually considered as TSR origin, so there is close relationship between H2S and anhydrite. On the contrary, some carbonate rocks with anhydrite do not contain H2S. Recently, researches show that H2S is only a necessary condition of H2S formation. The reservoir porosity, sulfate ion content within formation water, reservoir temperature, oil/gas and water interface, hydrocarbon and some elements of reservoir rock have great controlling effects on the TSR occurrence. TSR deoxidizes hydrocarbon into the acidic gas such as H2S and CO2, and the H2S formation is controlled by TSR occurrence, so the relationship among reaction room, the contact chance of sulfate ion and hydrocarbon, the reservoir temperature has great influence on the TSR reaction. H2S has relatively active chemical quality, so it is still controlled by the content of heavy metal ion. Good conditions of TSR reaction and H2S preservation are the prerequisite of H2S distribu- tion prediction. This paper builds a predictive model based on the characteristic of natural gas reservoir with high H2S-bearing. In the porosity reservoir with anhydrite, the formation water is rich in sulfate and poor in heavy metal ion. Oil and gas fill and accumulate in the gas reservoir with good preservation conditions, and they suffered high temperature later, which indicates the profitable area of natural gas with high H2S-bearing.     

基于模型的飞行控制系统一体化设计技术研究

飞行控制系统设计是一项复杂的系统工程,涉及众多的专业。为了提高系统开发效率,采用MATLAB软件构建了统一的设计平台,使得各专业能够借助平台开展相关设计工作。飞行控制系统一体化设计思路来源于基于模型的设计思想。采用基于模型的设计流程,能够快速完成设计迭代,缩短产品研制周期。作者从飞行控制系统设计的角度,对采用MATLAB软件构建的一体化设计平台及涉及的相关专业技术进行了研究,供广大工程设计人员借鉴。     

基于可能性理论的柴油机故障诊断方法

本文提出了基于可能性测度的柴油机故障诊断方法.与概率测度相比,可能性测度更为适合,计算更为简单,在故障诊断中有着广泛的适用性。     

外场与腔场非共振驱动Jaynes－Cummings系统的准能解

本文主要求出了Ｊ－Ｃ系统受与腔场非共振的外场驱动时的准能级及态的近似表达式，设外场与腔模的失谐量△_ｃ远小于耦合常数ｇ，并且腔模光子数较小，在计算中可略去。结果可知，失谐量△_ｃ存在使能级中心位置移动，但对能级分裂量没有影响。相应的光场态为两个位移福克态的叠加。     

泛Loeb可测集的S-饱和性

在 K-饱和的非标准模型中,研究了泛 Loeb 可测集 m(A),pns(~*X),cpt(~*X),fin(~*X),ns(~*X)的 S-饱和性.当 A 是紧致 Hausdorff 空间 X 的子集时,得到了 st~(-1)(A)是标准集的充分条件.     

掺杂离子导体的粒子交叠广义晶格模型及其电导的粒子尺度效应

提出了一种掺杂离子导体（ＤＩＣ）的粒子交叠广义晶格模型，由此模型，推导随机－电阻－网络（ＲＲＮ）理论中３种导电键各自组分的几率，并采用有效介质近似（ＥＭＡ）计算了ＤＩＣ系统的电导及其粒子尺度效应。     

模型优适度辨识含水层补给进口的原理、方法和应用

本文阐述了一种新的研究成果——用模型优适度寻找含水层主进水口位置的原理、方法和应用。模型优适度作为衡量地下水模型场势与原型(矿区)场势相似拟合程度的量度,它凭借含水层地下水场势对源点的响应差异,判别模型源点位置与原型源点位置是否一致、接近或偏离。本文给出了模型优适度的计算公式和用统计分析方法对动态矩阵施行标准化的公式推演过程。通过多次模拟试验,绘出优适度的等值线图,为华北某矿圈定含水层补给范围,进行注浆堵水,大大地降低了矿井涌水量,在实践应用中获得初步成功。     

液压管道中液-固耦合作用的模态综合法

针对液压管道的振动问题提出一种新的建模方法,即先采用左,右复模态分析方法建立管道结构模型和用频率相关摩擦模型建立液体模型,再引入模态综合理论综合结构模型和液体动态模型,在复数域中建立液-固耦合振动模型,且提出模态综合法的要点,由数值例子说明此方法是合理的。     

精密镗削头振动模态的实验研究

通过对国产与进Ｄ的同类型精密镗削头振动模态实验研究，找出了这两种精密镗削头的固有振动频率，给出了它们的各阶动画振型图．从这一侧面解释了国产精密镗削头回转精度偏低的原因。