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Empirical formulae for electric double-layer repulsion between two arbitrarily inclined clay particles 被引量:3
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作者 Xiangyu Shang Juming Lu +2 位作者 Lianfei Kuang Chen Yang Guoqing Zhou 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2018年第6期1183-1189,共7页
To understand the mesoscopic mechanism of clayey soil in view of macroscopic behavior, it is essential to quantitatively calculate the electric double-layer repulsion between arbitrarily inclined clay particles.Howeve... To understand the mesoscopic mechanism of clayey soil in view of macroscopic behavior, it is essential to quantitatively calculate the electric double-layer repulsion between arbitrarily inclined clay particles.However, suitable calculation methods with high efficiency and accuracy are still rare at present in literature. Based on a great number of numerical calculations of the repulsion between two inclined platy clay particles, explicit empirical formulae for estimating electric double-layer repulsion between clay particles are put forward. Comparison between the empirical solutions and corresponding numerical results shows that the proposed formulae have a reasonable accuracy, and application of the presented formula is easy and efficient. 展开更多
关键词 Clay particles Electric double-layer repulsion Numerical analysis empirical formula
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In-Tunnel Blast Pressure Empirical Formulas for Detonations External, Internal and at the Tunnel Entrance 被引量:1
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作者 LI Xiudi ZHENG Yingren 《Transactions of Tianjin University》 EI CAS 2006年第B09期177-181,共5页
In order to define the loading on protective doors of an underground tunnel, the exact knowledge of the blast propagation through tunnels is needed. Thirty-three scale high-explosive tests are conducted to obtain in-t... In order to define the loading on protective doors of an underground tunnel, the exact knowledge of the blast propagation through tunnels is needed. Thirty-three scale high-explosive tests are conducted to obtain in-tunnel blast pressure for detonations external, internal and at the tunnel entrance. The cross section of the concrete model tunnel is 0.67 m2. Explosive charges of TNT, ranging in mass from 400 g to 4 600 g, are detonated at various positions along the central axis of the model tunnel. Blast gages are flush-installed in the interior surface of the tunnel to record side-on blast pressure as it propagates down the tunnel. The engineering empirical formulas for predicting blast peak pressure are evaluated, and are found to be reasonably accurate for in-tunnel pressure prediction. 展开更多
关键词 mechanics of explosion empirical formulas scale tests airblast
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Research on Empirical Formula of Displacement Efficiency in Bohai Oilfield
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作者 Yu Duan Shaopeng Wang +2 位作者 Meinan Wang Jinyi Li Gang Wang 《Journal of Power and Energy Engineering》 2018年第9期27-31,共5页
Displacement efficiency is an important index of water drive oilfield. This article takes water drive oilfield as the object to analyze the influence factors of displacement efficiency in limit water cut stage of wate... Displacement efficiency is an important index of water drive oilfield. This article takes water drive oilfield as the object to analyze the influence factors of displacement efficiency in limit water cut stage of water drive oilfield. The displacement efficiency experimental data of 99 cores which come from 65 development wells of 34 oilfields have been collected. The authors use the method of multiple linear regression analysis to establish a new empirical formula of displacement efficiency. The relative error of the empirical formula is less than 7% compared to the experimental data. 展开更多
关键词 Bohai OILFIELD WATER DRIVE DISPLACEMENT EFFICIENCY empirical formula
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A Simple Empirical Formula for Predicting the Ultimate Strength of Ship Plates with Elastically Restrained Edges in Axial Compression
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作者 LIU Cong ZHANG Shi-lian 《China Ocean Engineering》 SCIE EI CSCD 2020年第4期571-580,共10页
An investigation is conducted on the static ultimate limit state assessment of ship hull plates with elastically restrained edges subjected to axial compression.Both material and geometric non-linearities were conside... An investigation is conducted on the static ultimate limit state assessment of ship hull plates with elastically restrained edges subjected to axial compression.Both material and geometric non-linearities were considered in finite element(FE)analysis.The initial geometric imperfection of the plate was considered,while the residual stress introduced by welding was not considered.The ultimate strength of simply supported ship hull plates compared well with the existing empirical formula to validate the correctness of the applied boundary conditions,initial imperfection and mesh size.The extensive FE calculations on the ultimate strength of ship hull plates with elastically restrained edges are presented.Then a new simple empirical formula for plate ultimate strength is developed,which includes the effect of the rotational restraint stiffness,rotational restraint stiffness,and aspect ratios.By applying the new formula and FE method to ship hull plates in real ships,a good coincidence of the results between these two methods is obtained,which indicates that the new formula can accurately predict the ultimate strength of ship hull plates with elastically restrained edges. 展开更多
关键词 ship hull plate ultimate strength axial compression elastically restrained edges empirical formula
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Empirical Neutron Cross Section Formulae for (n, p) and (n, d) Reactions of He-3 Target
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作者 Amir M. Alramady 《Journal of Applied Mathematics and Physics》 2021年第7期1434-1441,共8页
In this work, new cross section formulae for (n, p) and (n, d) reactions of He-3 have been investigated as a function of incident neutron energy. The new Empirical formulae were produced by using the least squares met... In this work, new cross section formulae for (n, p) and (n, d) reactions of He-3 have been investigated as a function of incident neutron energy. The new Empirical formulae were produced by using the least squares method to the experimental cross sections data, which were taken from Experimental Nuclear Reaction Data EXFOR Database Version of 2021. Several functions were examined to choose the best one that fits the data. Statistical hypothesis testing was used to insure how well the suggested equations fit the set of data. Two statistical indicators were used for each case for goodness-of-fit. Very high compatibility was found between the empirical values and the experimental data for both reactions. 展开更多
关键词 empirical Cross Section formula (n p) Reaction (n p) Reaction and Goodness-of-Fit
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Research and Experimental Application of Empirical Formulas to Calculate Riverbank Erosion in Tien River in the Mekong Delta
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作者 Can Thu Van Nguyen Thanh Son Ngo Chi Tuan 《Journal of Environmental Science and Engineering(A)》 2021年第3期116-123,共8页
In recent years,the problem of riverbank and coastal erosion in the MD(Mekong Delta)is very complicated;landslides occur in most of the inland and coastal provinces.Most riverbank landslides occur gradually,but in con... In recent years,the problem of riverbank and coastal erosion in the MD(Mekong Delta)is very complicated;landslides occur in most of the inland and coastal provinces.Most riverbank landslides occur gradually,but in contrast to sudden landslides that cause great damage,occur with increasing frequency.This shows that the trend of riverbank erosion will be more complicated and more frequent,especially in the context of extreme weather changes and changes in hydrological regime in the next time.Statistics from the authorities show that,if in 2010 the whole region had nearly 100 landslide points;by 2020 it had increased to more than 680 points;in which Dong Thap in the Tien River is one of the two localities with the most serious riverbank erosion.Currently,there are many methods used to assess and forecast the level of riverbank erosion in specific areas,such as:method of document analysis,measurement data;physical model;mathematical models and empirical formulas.In this study,the empirical formula is used to calculate the landslide level for the Tien River section in Cao Lanh,Dong Thap province.The calculation results according to the empirical formula have a certain agreement with the actual data,the correlation coefficient is 0.90 and the Nash coefficient is 0.78,the relative error of less than 15%is 80%of the cross-section.Such results have shown the possibility of applying empirical formulas to establish and calculate for other landslide areas along the banks of Hau River and MD. 展开更多
关键词 Riverbank erosion MD empirical formula for calculating bank erosion
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A semi-empirical formula for evaluating residual strain of soils under earthquake loading
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作者 袁晓铭 孟上九 孙锐 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2003年第2期307-313,共7页
A new semi-empirical formula for evaluating the residual strain of soils under earthquake loading is presented in this paper based on the incremental method and the increment model proposed by the authors.When the inc... A new semi-empirical formula for evaluating the residual strain of soils under earthquake loading is presented in this paper based on the incremental method and the increment model proposed by the authors.When the incident loading is uniform,the results calculated by the new formula are nearly the same as those by the existing formula.For excitation of the random earthquake loading,the results calculated by the new formula are compared to the results obtained by dynamic triaxial tests.The dynamic triaxial tests had been performed considering different seismic waves,confining stresses, consolidation ratios,and types of cohesive soils.The comparison between the calculated and tested results indicate that the presented formula can efficiently and practically describe the time-dependent process of the soil residual strains under actual seismic loads. 展开更多
关键词 SOIL residual strain semi-empirical formula carthquake loading
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ON LINE COMPUTATION OF EMPIRICAL FORMULA BY MEANS OF ELEMENTAL ANALYSIS AND ITS PROGRAM DESIGN
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作者 钱朴 胡培荣 金正成 《苏州大学学报(自然科学版)》 CAS 1995年第2期90-94,共5页
On line determination of empirical formula for organic compounds with an automatic elemental analyzer and its program design method were investigated. The computational results shews that the reliability of computatio... On line determination of empirical formula for organic compounds with an automatic elemental analyzer and its program design method were investigated. The computational results shews that the reliability of computational results depends on the accuracy of the analytical data and the organic compound itself. 展开更多
关键词 在线估算 经验公式 元素分析 程序设计 有机化合物 分子量 分子式 原子比率
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Machine-learning-assisted discovery of empirical rule for inherent brittleness of full Heusler alloys 被引量:1
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作者 Hao-Xuan Liu Hai-Le Yan +8 位作者 Nan Jia Shuai Tang Daoyong Cong Bo Yang Zongbin Li Yudong Zhang Claude Esling Xiang Zhao Liang Zuo 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2022年第36期1-13,共13页
Brittleness is a critical issue hindering the potential application of the X_2YZ-type full Heusler alloys in several fields of state-of-the-art technologies.To realize optimization of brittleness or design a ductile H... Brittleness is a critical issue hindering the potential application of the X_2YZ-type full Heusler alloys in several fields of state-of-the-art technologies.To realize optimization of brittleness or design a ductile Heuser alloy,it is greatly urgent to identify the key materials factors deciding brittleness and establish an empirical rule to effectively evaluate ductility.For this purpose,by using a machine learning and human analysis cooperation approach,the brittleness of the X_2YZ-type Heusler alloys was systematically studied.Results showed that the ductility is majorly decided by 6 key materials factors in the studied alloys.Using these 6 factors,a machine learning model to predict the Pugh's ratio k was constructed.Further analyses showed that the crystal structure of the X component could be the most critical factor deciding the ductility.The X component has the face-centered cubic(FCC)structure for most of the alloys with superior ductility.To effectively estimate ductility and guide materials design,an empirical formula of k=mEWF_(m+n)G_(m)+k_(0)was established based on the known information of electron work function(EWF)and shear modulus(G)of the X,Y,and Z elements where the subscript m represents the weight-average value.The coefficients of m(negative)and n(positive)were confirmed to have opposite signs,which can be explained based on the relations between the ductility and the deformation/fracture resistance.This work is expected to deepen the understanding in ductility and promote the design of advanced ductile Heusler alloys. 展开更多
关键词 Heusler alloy Machine learning DUCTILITY empirical formula Pugh's ratio k
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SPAGINS:semiempirical parameterization for fragments in gamma-induced nuclear spallation
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作者 Hui‑Ling Wei Meng‑Die Zhou +8 位作者 Pu Jiao Yu‑Ting Wang Jie Pu Kai‑Xuan Cheng Ya‑Fei Guo Chun‑Yuan Qiao Gong‑Tao Fan Hong‑Wei Wang Chun‑Wang Ma 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2023年第12期112-122,共11页
From the empirical phenomena of fragment distributions in nuclear spallation reactions,semiempirical formulas named SPAGINS were constructed to predict fragment cross-sections in high-energyγ-induced nuclear spallati... From the empirical phenomena of fragment distributions in nuclear spallation reactions,semiempirical formulas named SPAGINS were constructed to predict fragment cross-sections in high-energyγ-induced nuclear spallation reactions(PNSR).In constructing the SPAGINS formulas,theoretical models,including the TALYS toolkit,SPACS,and Rudstam formulas,were employed to study the general phenomenon of fragment distributions in PNSR with incident energies ranging from 100 to 1000 MeV.Considering the primary characteristics of PNSR,the SPAGINS formulas modify the EPAX and SPACS formulas and efficiently reproduce the measured data.The SPAGINS formulas provide a new and effective tool for predicting fragment production in PNSR. 展开更多
关键词 High-energy gamma-rays Spallation reaction Fragment cross-section empirical formula EPAX SPACS TALYS
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Updating empirical results of wind loads on cooling towers for turbulence intensity effects
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作者 Cheng Xiaoxiang 《Journal of Southeast University(English Edition)》 EI CAS 2021年第4期413-420,共8页
Variations of wind effects on large cooling towers observed at different turbulence intensities for our previous full-scale measurements might be caused by the inherent uncertainties in our physical experiments.Accord... Variations of wind effects on large cooling towers observed at different turbulence intensities for our previous full-scale measurements might be caused by the inherent uncertainties in our physical experiments.Accordingly,the one-way analysis of variance(ANOVA)technique is employed for analyzing the data measured on the prototype Pengcheng cooling tower.Because ANOVA indicates that the variations of full-scale wind effects are basically the effects of turbulence intensity,the empirical results of wind loads on cooling towers obtained by generalizing physical experimental data without considering the turbulence intensity effects are updated using model test results obtained in multiple flow fields.The empirical fluctuating wind pressure distribution is updated based on the fact that the fluctuating wind pressure coefficient linearly increases with the increase in the turbulence intensity,and the empirical formulae of the spectra and the coherences is updated based on conservative assumptions.Comparisons of the empirical results and full-scale measurement data suggest that the original empirical results are either too conservative or unsafe for use.However,economic efficiency and conservativeness will be balanced if the updated empirical results are employed for the wind engineering design. 展开更多
关键词 cooling tower empirical formula wind tunnel test full-scale measurement turbulence intensity
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C20~C120混凝土基本力学指标的相关关系
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作者 李翔宇 黄小坤 +2 位作者 徐福泉 李超 王雷 《土木工程学报》 北大核心 2026年第4期84-98,共15页
C80以上混凝土的工程应用逐渐增多,但其力学指标间的经验关系仍主要沿用C80以下混凝土,这可能会使设计结果不安全或过于保守。为给《混凝土结构设计规范》(GB 50010—2010)中混凝土材料性能指标的修订提供依据,通过构建C20~C120混凝土... C80以上混凝土的工程应用逐渐增多,但其力学指标间的经验关系仍主要沿用C80以下混凝土,这可能会使设计结果不安全或过于保守。为给《混凝土结构设计规范》(GB 50010—2010)中混凝土材料性能指标的修订提供依据,通过构建C20~C120混凝土基本材料性能试验数据库,系统地建立其各力学指标统一计算公式。提出不同试件尺寸抗压强度换算、弹性模量、峰值压/拉应变、轴心抗拉强度、劈裂强度、抗折强度及弹性泊松比等经验公式,给出变异范围,并与国内外已有公式进行对比;同时探究轴心抗拉、劈裂和抗折强度的尺寸效应。结果表明:各力学指标建议公式的拟合度较好,但脆性特征明显的力学指标的变异范围较大;轴心抗拉与劈裂、抗折强度之比与混凝土抗压强度成反比,均值近似为0.80、0.55;轴心抗拉、劈裂和抗折强度的尺寸效应明显,且随混凝土抗压强度的提高而加剧。 展开更多
关键词 C20~C120混凝土 力学指标 经验公式 尺寸效应
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蔡氏经验方联合鼻康复对肺脾气虚型儿童腺样体肥大患者的临床疗效
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作者 王慧敏 蔡纪堂 +2 位作者 陈文明 丁虹 方琼 《中成药》 北大核心 2026年第2期452-457,共6页
目的考察蔡氏经验方联合鼻康复对肺脾气虚型儿童腺样体肥大患者的临床疗效。方法88例患者随机分为2组,每组44例,对照组给予糠酸莫米松联合孟鲁司特钠,观察组给予蔡氏经验方联合鼻康复,疗程2周。检测临床疗效、复发率、临床症状评分、影... 目的考察蔡氏经验方联合鼻康复对肺脾气虚型儿童腺样体肥大患者的临床疗效。方法88例患者随机分为2组,每组44例,对照组给予糠酸莫米松联合孟鲁司特钠,观察组给予蔡氏经验方联合鼻康复,疗程2周。检测临床疗效、复发率、临床症状评分、影像学指标(AT、NCW、A/N)、炎性因子(CysLTs、LTC_(4)、LTD_(4)、EOS)、T细胞亚群(Th2、Th17、Treg、Th17/Treg)、不良反应发生率变化。结果观察组总有效率高于对照组(P<0.05),复发率、不良反应发生率更低(P<0.05)。治疗后,2组临床症状评分、影像学指标、炎性因子、Th2、Th17、Th17/Treg降低(P<0.05),Treg升高(P<0.05),以观察组更明显(P<0.05)。结论蔡氏经验方联合鼻康复可安全有效地缓解肺脾气虚型儿童腺样体肥大患者鼻塞、打鼾等临床症状,调节机体免疫炎性反应,降低复发率。 展开更多
关键词 蔡氏经验方 鼻康复 儿童腺样体肥大 肺脾气虚
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考虑粗糙度影响的土-岩接触面剪切力学模型研究
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作者 黄叶宁 邓华锋 +4 位作者 孔纲强 李建林 朱作祥 周书桓 李冠野 《岩土力学》 北大核心 2026年第2期731-742,共12页
土-岩石接触界面的剪切力学特性直接影响二元结构边坡的稳定性,其中,岩石结构面粗糙度(joint roughness coefficient,简称JRC)是影响土-岩接触面剪切力学性质的重要因素。采用室内直剪试验与数值模拟相结合的方法来研究不同JRC下土-岩... 土-岩石接触界面的剪切力学特性直接影响二元结构边坡的稳定性,其中,岩石结构面粗糙度(joint roughness coefficient,简称JRC)是影响土-岩接触面剪切力学性质的重要因素。采用室内直剪试验与数值模拟相结合的方法来研究不同JRC下土-岩接触面剪切力学特性,提出了考虑不同JRC的土-岩接触面抗剪强度经验公式。结果表明:(1)土-岩接触面抗剪强度随结构面粗糙度的增大逐渐增大,但法向应力的增大会弱化粗糙度对接触面剪切强度的提高作用。(2)土-岩接触面抗剪强度随结构面粗糙度的增大可分为两个阶段,较快增长阶段(JRC<13.42),此阶段表现为土-岩接触面剪切滑动带破坏;趋于平稳阶段(JRC≥13.42),此阶段表现为土体内部剪切破坏。验证分析表明,所提出的考虑结构面粗糙度影响的土-岩接触面抗剪强度经验公式计算结果与试验值吻合较好。相关分析方法和结果可为土-岩接触面的力学特性分析提供较好参考。 展开更多
关键词 土-岩接触面 粗糙度 等效岩壁强度 临界粗糙度 抗剪强度经验公式
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楚科奇海风关噪声经验预测公式
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作者 李志成 杨燕明 +3 位作者 文洪涛 周鸿涛 阮海林 张宇 《应用声学》 北大核心 2026年第2期467-474,共8页
通过剔除气枪噪声和冰致脉冲噪声等非风关噪声,从楚科奇海开阔水域噪声测量数据中获得30~6250 Hz频段的风关噪声谱级。剩余噪声谱级与风速的相关系数结果表明,在30~6250 Hz频段,两者高度相关。以风速和频率为自变量,建立了风关噪声谱级... 通过剔除气枪噪声和冰致脉冲噪声等非风关噪声,从楚科奇海开阔水域噪声测量数据中获得30~6250 Hz频段的风关噪声谱级。剩余噪声谱级与风速的相关系数结果表明,在30~6250 Hz频段,两者高度相关。以风速和频率为自变量,建立了风关噪声谱级适用范围为1~30 kn和30~6250 Hz的经验预测公式。采用楚科奇海不同深度测量数据对经验预测公式的准确性进行验证,结果显示预测值和测量值在不同频率下的差值平均在3 dB以内,且未随着频率的降低而增大。这表明可通过风速和频率有效预测楚科奇海风关噪声谱级,进而为该海域的水下目标检测、识别、跟踪和定位背景修正提供数据。 展开更多
关键词 风关噪声 经验预测公式 楚科奇海
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碳酸盐岩气藏高速湍流系数β的新经验公式与对比
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作者 蔡珺君 张连进 +3 位作者 刘微 胡怡 周芳芳 陈曦 《断块油气田》 北大核心 2026年第1期132-138,共7页
高速湍流系数β是确定非Darcy流系数D和湍流表皮系数SD的关键参数,通常基于岩心实验数据的经验公式确定。然而,针对碳酸盐岩气藏,目前尚未有公开的经验公式,实践中常借用现有公式,但适用性有限。为研究碳酸盐岩气藏高速湍流系数的规律,... 高速湍流系数β是确定非Darcy流系数D和湍流表皮系数SD的关键参数,通常基于岩心实验数据的经验公式确定。然而,针对碳酸盐岩气藏,目前尚未有公开的经验公式,实践中常借用现有公式,但适用性有限。为研究碳酸盐岩气藏高速湍流系数的规律,文中系统收集了1959—2011年不同学者提供的岩心实验及砂岩气藏现场测试数据,建立了指数形式的β经验公式;同时,利用四川盆地碳酸盐岩气藏159口气井的产能试井和不稳定试井数据,新建立了β与试井解释渗透率K的经验关系式。研究结果表明:1)以已公开数据为基础的β经验公式与陈元千公式基本一致,验证了其可靠性;2)新建立的β与K的关系式表明,渗透率越低,高速湍流系数越高;3)针对碳酸盐岩气藏新建立的β经验公式与既有公式趋势一致但存在明显差异,更具适用性;4)碳酸盐岩气藏实测的lgβ-lg K数据点较分散,不完全符合线性规律。新建立的碳酸盐岩气藏高速湍流系数经验公式可有效应用于气井动态描述中的产能方程建立、校正与表皮系数分解,有助于深化动态分析认识,然而,β的变化机制尚不完全明确,仍需进一步深入研究。 展开更多
关键词 高速湍流系数 非Darcy流动 湍流表皮系数 经验公式 碳酸盐岩
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应森林教授应用萆丹化浊饮治疗痛风缓解期的经验解析
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作者 李仲正 姜楠 +2 位作者 辛昊洋 赵珺 王润莹 《首都食品与医药》 2026年第3期146-148,共3页
随着痛风发病率逐年上升,其预防与治疗方法日益受到重视。应森林教授针对痛风缓解期提出“脾肾亏虚为本,痰瘀伏毒为标”的病机理论,认为此阶段主要表现为尿酸持续升高、关节症状轻微但易反复。基于该理论,他研制出萆丹化浊饮经验方,倡... 随着痛风发病率逐年上升,其预防与治疗方法日益受到重视。应森林教授针对痛风缓解期提出“脾肾亏虚为本,痰瘀伏毒为标”的病机理论,认为此阶段主要表现为尿酸持续升高、关节症状轻微但易反复。基于该理论,他研制出萆丹化浊饮经验方,倡导“健脾益肾以绝毒源,化浊通络以清毒邪”为治疗原则。方中以萆薢、丹参为君药祛除络中伏毒,辅以太子参、土茯苓健脾益肾,佐使药物兼顾代谢调节与症状改善。通过代茶饮的创新剂型,便于患者长期调理。应用萆丹化浊饮治疗痛风缓解期,可调节尿酸代谢、改善脾肾功能,体现了中医整体调理的优势。 展开更多
关键词 痛风缓解期 双毒学说 经验方 代茶饮 应森林
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深厚卵石层超长灌注桩后压浆性能及参数研究
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作者 尤启源 张荣荣 龚维明 《建筑技术》 2026年第3期359-362,共4页
为揭示卵石层超长灌注桩后压浆的承载特性演化规律,依托湖北观音寺长江大桥工程,开展试桩压浆前后自平衡静载试验。结果表明,卵石层侧摩阻力-位移(τ-s)与荷载-位移(Q-s)关系符合双曲线模型,桩端阻力-位移(σ-s)关系符合指数模型;浆液... 为揭示卵石层超长灌注桩后压浆的承载特性演化规律,依托湖北观音寺长江大桥工程,开展试桩压浆前后自平衡静载试验。结果表明,卵石层侧摩阻力-位移(τ-s)与荷载-位移(Q-s)关系符合双曲线模型,桩端阻力-位移(σ-s)关系符合指数模型;浆液注入显著增强桩-土整体性并扩大接触面,极限荷载提升约2.2倍;在1.5%桩径位移条件下,桩侧与桩端阻力分别达压浆前的1.93倍和2.23倍。整合主桥6号、7号、引桥及关联项目共2911组无粘性土压浆口数据,建立注浆终止压力经验公式,量化揭示内摩擦角与注浆深度为核心控制参数,为卵石层压浆工程提供高压精准调控依据。 展开更多
关键词 卵石层 终止注浆压力 自平衡试验 内摩擦角 相对密实度 经验公式
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基于GA-EF-XGBoost的铣削表面粗糙度预测
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作者 于子涵 朱俊江 李子枭 《现代制造工程》 北大核心 2026年第2期111-116,共6页
针对传统预测方法中信息融合不足、模型参数依赖人工经验或粗略优化的问题,提出一种基于遗传算法(Genetic Algorithm,GA)、经验公式(Empirical Formula,EF)和极端梯度提升(eXtreme Gradient Boosting,XGBoost)融合的表面粗糙度预测方法(... 针对传统预测方法中信息融合不足、模型参数依赖人工经验或粗略优化的问题,提出一种基于遗传算法(Genetic Algorithm,GA)、经验公式(Empirical Formula,EF)和极端梯度提升(eXtreme Gradient Boosting,XGBoost)融合的表面粗糙度预测方法(GA-EF-XGBoost)。该方法利用经验公式对铣削参数计算,得到表面粗糙度第一分量,利用XGBoost算法对振动信号计算获取表面粗糙度第二分量;随后,基于遗传算法将两部分融合,得到表面粗糙度的综合预测结果。实验结果表明,GA-EF-XGBoost模型的预测精度达93.39%,显著优于传统机器学习模型和其他模型。所提方法融合了铣削三要素与实时采集的振动信号对表面粗糙度进行预测,是一种经验-数据相结合的方法,提升了表面粗糙度的预测精度,具有潜在的应用价值。 展开更多
关键词 铣削加工 经验公式 极端梯度提升 遗传算法
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中西医结合治疗糖尿病性黄斑水肿的效果
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作者 徐蔚 蒋英华 +2 位作者 张树胜 李晶晶 陈裔裔 《中国临床医学》 2026年第1期102-107,共6页
目的评估益气养阴经验方与抗血管内皮生长因子(vascular endothelial growth factor,VEGF)联合治疗糖尿病性黄斑水肿(diabetic macular edema,DME)的效果。方法回顾性分析2019年6月至2022年12月在同济大学附属同济医院或上海市嘉定区南... 目的评估益气养阴经验方与抗血管内皮生长因子(vascular endothelial growth factor,VEGF)联合治疗糖尿病性黄斑水肿(diabetic macular edema,DME)的效果。方法回顾性分析2019年6月至2022年12月在同济大学附属同济医院或上海市嘉定区南翔医院确诊为DME的59例患者的临床资料。其中,29例接受单纯玻璃体腔注射雷珠单抗治疗(抗VEGF组),30例接受玻璃体腔注射雷珠单抗联合口服益气养阴经验方治疗(联合治疗组)。比较两组患者在治疗前和治疗后4、8、12、16、20、24周的最佳矫正视力(best corrected visual acuity,BCVA)、黄斑中心凹视网膜厚度(central macular thickness,CMT)、中医证候评分等。结果与治疗前相比,两组DME患者治疗后不同时间点的BCVA明显提升(P<0.05)、CMT显著减小(P<0.05)。治疗后第16、20、24周,联合治疗组的BCVA优于抗VEGF组(P<0.01);治疗后第12、16、20、24周,联合治疗组的CMT小于抗VEGF组(P<0.01);治疗后第8周起,联合治疗组的中医证候评分低于抗VEGF组(P<0.01)。结论益气养阴经验方能提高抗VEGF治疗DME的效果,表明中西医结合治疗DME具有一定的临床应用价值。 展开更多
关键词 糖尿病性黄斑水肿 抗血管内皮生长因子 益气养阴经验方 最佳矫正视力 黄斑中心凹视网膜厚度
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