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111.
This article proposes the forward only counter propagation network (FOCPN) for solving the contraceptive medical classification task. Contraceptive method choice (CMC) application is used for the medical classification and it is one of the challenging jobs in the field of the medicine. The experiments are performed on different radii of the neighbourhood and learning rate based on the size of the map. Experimental results show that FOCPN's convergence is faster and it gives the improved learning efficiency and reliable prediction performance. Also, the classification accuracy is much higher than the other models used for this purpose. 相似文献
112.
113.
Adam Erickson Syed Qamar Abbas Shah Ather Mahmood Pratyush Buragohain Ilja Fescenko Alexei Gruverman Christian Binek Abdelghani Laraoui 《Advanced functional materials》2024,34(48):2408542
Chromia (Cr2O3) is a magnetoelectric oxide that permits voltage-control of the antiferromagnetic (AFM) order, but it suffers technological constraints due to its low Néel Temperature (TN ≈307 K) and the need of a symmetry-breaking applied magnetic field to achieve reversal of the Néel vector. Recently, boron (B) doping of Cr2O3 films led to an increase TN >400 K and allowed the realization of voltage magnetic-field free controlled Néel vector rotation. Here, the impact of B doping is directly imaged on the formation of AFM domains in Cr2O3 thin films and elucidates the mechanism of voltage-controlled manipulation of the spin structure using nitrogen-vacancy (NV) scanning probe magnetometry. A stark reduction and thickness dependence of domain size in B-doped Cr2O3 (B:Cr2O3) films is found, explained by the increased germ density, likely associated with the B doping. By reconstructing the surface magnetization from the NV stray-field maps, a qualitative distinction between the undoped and B-doped Cr2O3 films is found, manifested by the histogram distribution of the AFM ordering, that is, 180 ° domains for pure films, and 90 ° domains for B:Cr2O3 films. Additionally, NV imaging of voltage-controlled B-doped Cr2O3 devices corroborates the 90 ° rotation of the AFM domains observed in magnetotransport measurement. 相似文献
114.
115.
The availability of a large amount of medical data leads to the need of intelligent disease prediction and analysis tools to extract hidden information. A large number of data mining and statistical analysis tools are used for disease prediction. Single data‐mining techniques show acceptable level of accuracy for heart disease diagnosis. This article focuses on prediction and analysis of heart disease using weighted vote‐based classifier ensemble technique. The proposed ensemble model overcomes the limitations of conventional data‐mining techniques by employing the ensemble of five heterogeneous classifiers: naive Bayes, decision tree based on Gini index, decision tree based on information gain, instance‐based learner, and support vector machines. We have used five benchmark heart disease data sets taken from UCI repository. Each data set contains different set of feature space that ultimately leads to the prediction of heart disease. The effectiveness of proposed ensemble classifier is investigated by comparing the performance with different researchers' techniques. Tenfold cross‐validation is used to handle the class imbalance problem. Moreover, confusion matrices and analysis of variance statistics are used to show the prediction results of all classifiers. The experimental results verify that the proposed ensemble classifier can deal with all types of attributes and it has achieved the high diagnosis accuracy of 87.37%, sensitivity of 93.75%, specificity of 92.86%, and F‐measure of 82.17%. The F‐ratio higher than the F‐critical and p‐value less than 0.01 for a 95% confidence interval indicate that the results are statistically significant for all the data sets. 相似文献
116.
Stephen A. Wilson Renaud P.J. Jourdain Qi Zhang Robert A. Dorey Chris R. Bowen Magnus Willander Qamar Ul Wahab Magnus Willander Safaa M. Al-hilli Omer Nur Eckhard Quandt Christer Johansson Emmanouel Pagounis Manfred Kohl Jovan Matovic Bjrn Samel Wouter van der Wijngaart Edwin W.H. Jager Daniel Carlsson Zoran Djinovic Michael Wegener Carmen Moldovan Rodica Iosub Estefania Abad Michael Wendlandt Cristina Rusu Katrin Persson 《Materials Science and Engineering: R: Reports》2007,56(1-6):1-129
This paper provides a detailed overview of developments in transducer materials technology relating to their current and future applications in micro-scale devices. Recent advances in piezoelectric, magnetostrictive and shape-memory alloy systems are discussed and emerging transducer materials such as magnetic nanoparticles, expandable micro-spheres and conductive polymers are introduced. Materials properties, transducer mechanisms and end applications are described and the potential for integration of the materials with ancillary systems components is viewed as an essential consideration. The review concludes with a short discussion of structural polymers that are extending the range of micro-fabrication techniques available to designers and production engineers beyond the limitations of silicon fabrication technology. 相似文献
117.
S.Z. Qamar A.K. Sheikh A.F.M. Arif T. Pervez 《Materials Science and Engineering: A》2006,430(1-2):208-215
Dies and tools used in hot metal forming (extrusion, forging, rolling, etc.) are exposed to high pressures, elevated temperatures, and thermo-mechanical fatigue. The most common mode of in-service die failure is fatigue fracture (brittle failure through crack propagation). Reliable determination of fracture toughness of the die material is thus critically important. However, as die steels have a combination of high-hardness and high-strength, and are used at elevated temperatures, standard plane-strain fracture toughness (KIC) testing methods become impracticable. Alternate testing procedures such as the Charpy impact energy (CVN), together with empirical/semi-empirical correlations of KIC to other data, are then more viable and economical. Experimental data (values of KIC, CVN, and HRC) of H13 steels have been collected through an exhaustive literature search. This data set has been augmented through in-house experimentation: samples variously heat treated (different tempering temperatures and times, and both air-cooling and oil-quenching), and tested at different working temperatures. Linear and quadratic models are proposed for determination of fracture toughness, based on experimental (in-house) and published values of Charpy impact energy (CVN) and Rockwell hardness (HRC), both at room and at elevated temperatures. 相似文献
118.
Kuang Chenggang Tan Ping Bahadur Ali Iqbal Shahid Javed Mohsin Qamar Muhammad Azam Fayyaz Muhammad Liu Guocong Alzahrani Othman M. Alzahrani Eman Farouk Abd-ElAziem 《Journal of Materials Science: Materials in Electronics》2022,33(13):9930-9940
Journal of Materials Science: Materials in Electronics - In this study, Cu-doped ZnO NPs (xCZO) were formed by the coprecipitation route by changing the concentration of dopant Cu from 0 to 24%... 相似文献
119.
Qamar Khalid Ahmed Saeed Mirza A. Hameed Khan 《Journal of the American Oil Chemists' Society》1968,45(4):247-249
The body oils of 13 species of marine edible fishes found around the Karachi-Makran coast were studied by gas-liquid chromatography
(GLC) for their fatty acid composition. The analyses showed the presence of fatty acids with chain lengths from 10 to 24 carbon
atoms and with zero to six double bonds. The oils were found to be rich in polyunsaturated acids, particularly the penta-
and hexaenoic. Certain major fatty acids were found to vary widely among the species: myristic acid 2.3 to 13.7%; palmitic
11.6 to 41.2%; stearich 7.2 to 23.2%; oleic 6.9 to 29.6%; eicosapentaenoic 1.4 to 19.0%; docosapentaenoic zero to 10.2%; and
docosahexaenoic zero to 36.4%. The linoleic and linolenic acids were present in small amounts in some of the fish oils, and
arachidonic acid was present in all of them. 相似文献
120.
Majid Niaz Akhtar M. Babar Sabih Qamar Zia ur Rehman Muhammad Azhar Khan 《Ceramics International》2019,45(8):10187-10195
Pr doped spinel nanoferrites having following composition Cu Prx Fe2-xO4 (x?=?0, 0.25, 0.50, 0.75, 1.00) were synthesized using sol-gel route. Prosademium (Pr) which is a rare earth metal was doped to tailor the properties of the Cu spinel nanoferrites. Characterization tools such as FTIR, XRD, FESEM and VSM were employed to investigate the phase, absorption bands, structure, microstructure and magnetic properties. FTIR was used to see the absorption bands and force constants of the Pr doped Cu spinel nanoferrites. Crystallite size, lattice parameters, cell volume and micro strains were determined from XRD data. Bulk density, X-ray density and porosity of the Pr doped Cu spinel nanoferrites were also calculated. Rietveld refinement was applied to investigate the detailed structural parameters of the Pr doped Cu spinel nanoferrites. Unit cell software based on regression diagnostics was also used to determine the structural factors of the prepared nanoferrites. It was noticed that Cu nanoferrite showed the single-phase cubic structure whereas the Pr doped Cu ferrite depicted the orthorhombic structure respectively. FESEM show large amount of agglomerations at x?=?0.00 whereas irregular shape of the particles confirms the nanosized of ferrites as well. Magnetic properties were determined from VSM which elaborated the remanence, coercivity, saturation magnetization, anisotropy constant (K), initial permeability, Bohr magneton and YK (Yafet and Kittel) angles. Magnetic saturation, coercivity, remanence and anisotropy constant were decreased with Pr concentration in Cu spinel ferrite. However, YK angles were increased with Pr doping in Cu spinel nanoferrites. Microwave frequency response was evaluated which confirm the use of these Pr doped Cu spinel nanoferrites in the range of 5.2?Ghz–9.5?GHz respectively. The properties of these Pr doped Cu spinel nanoferrites suggested their used for microwave devices, memory devices and recording media applications. 相似文献