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BP neural network is introduced to the fault location field of DWDM optical network in this paper. The alarm characteristics of the optical network equipments are discussed, and alarm vector and fault vector diagrams are generated by analyzing some typical instances. A 17 × 14 × 18 BP neural network structure is constructed and trained by using MATLAB. By comparing the training performances, the best training algorithm of fault location among the three training algorithms is chosen. Numerical simulation results indicate that the sum squared error (SSE) of fault location is less than 0.01, and the processing time is less than 100 ms. This method not only well deals with the missing alarms or false alarms, but also improves the fault location accuracy and real-time ability. 相似文献
84.
Mingzhi Dai Chao Gao Kinleong Yap Yi Shan Zigui Cao Kuangyang Liao Liang Wang Bo Cheng Shaohua Liu 《Electron Devices, IEEE Transactions on》2008,55(5):1255-1258
An improved hot-hole-involved interface-state generation model is proposed for hot-carrier injection (HCI) degradation in high-voltage (HV) nMOSFETs. This model is based on experiments over a wide range of temperatures, voltage conditions, simulation results, and the underlying physical mechanisms. The model provides a thorough picture of an HCI system in HV nMOSFETs, with hot-hole injection related to an additional maximum electric-field region. The hot-hole injection in HCI is assumed to introduce deeper localized hydrogen states in gate-oxide films than that in negative-bias temperature instabilities. This result facilitates the dispersive transport of hydrogen. Therefore, HCI degradation in HV transistors is explained within the framework of disorder-controlled hydrogen kinetics. The power-law model can successfully predict temperature dependences for HCI degradation. 相似文献
85.
A study on preparation of Cd0.96Zn0.04Te(211)B substrates for growth of Hg1−xCdxTe epitaxial layers by molecular beam epitaxy (MBE) was investigated. The objective was to investigate the impact of starting
substrate surface quality on surface defects such as voids and hillocks commonly observed on MBE Hg1−xCdxTe layers. The results of this study indicate that, when the Cd0.96Zn0.04Te(211)B substrates are properly prepared, surface defects on the resulting MBE Hg1−xCdxTe films are reduced to minimum (size, ∼0.1 m and density ∼500/cm2) so that these MBE Hg1−xCdx Te films have surface quality as good as that of liquid phase epitaxial (LPE) Hg1−xCdxTe films currently in production in this laboratory. 相似文献
86.
脉冲氙灯瞬态放电特性实时检测 总被引:3,自引:0,他引:3
随着惯性约束核聚变(ICF)的发展,对激光驱动器提出了很高的要求。本文研究了脉冲氙灯瞬态在线检测系统对脉冲氙灯放电电压、电流和发光强度进行实时监测的方法和系统的结构,结合氙灯的瞬态放电特征,利用光电隔离、光纤传输、高速A/D采样等技术,获取氙灯瞬态放电 数据。有效的实现了弱电系统对强电系统的远程测控,为大型激光驱动器能源系统的自动测控打下良好的基础。 相似文献
87.
Meneghini R. Liao L. Bidwell S.W. Heymsfield G.M. 《Geoscience and Remote Sensing, IEEE Transactions on》2001,39(10):2203-2216
Dual-frequency weather radar data can be gathered using a single broadband power amplifier and antenna for the purpose of estimating parameters of the hydrometeor size distribution. This is an attractive feature for observation platforms that are limited with respect to mass or available power. Whether useful properties of the scattering medium can be obtained from data of this type is the focus of the paper. Generally, as the center frequency or the bandwidth is decreased, the reflectivity factor difference falls below the level of the inherent signal fluctuations. Even if large numbers of independent samples can be gathered to permit estimates of the differential signals, the question remains as to whether the signal can be related unambiguously to properties of the rain or snow. Center frequencies at or near 35 GHz with bandwidths in excess of 5% give relatively strong differential signals. The signal, moreover, is directly related to the median mass diameter of the size distribution. The differential mean Doppler at frequencies where non-Rayleigh scattering effects are significant is also of use because the quantity depends only on the terminal velocity of the drops and is insensitive to the mean air and platform motion. In principle, the mean and differential mean Doppler velocities from a nadir-viewing radar can be used to estimate the mean vertical air motion and the median drop diameter of the size distribution 相似文献
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Yikun Su Weirui Yu Liming Liao Xinbo Xiong Huanwen Chen Lingzhi Hu Tongjia Lei Jinlai Zhao Dong Chen Wenjie Mai 《Advanced functional materials》2023,33(42):2303976
Photo-electrochemical (PEC) water splitting is a promising method for converting solar energy into clean energy, but the mechanism of improving PEC efficiency through the interfacial contact and defect strategy remains highly controversial. Herein, reduced graphene oxide (rGO) and oxygen vacancies are introduced into α-Fe2O3 nanorod (NR) arrays using a simple spin-coating method and acid treatment. The resultant oxygen vacancy–α-Fe2O3/rGO-integrated system exhibits a higher photocurrent, four times than the pristine α-Fe2O3. It is well evidenced that the electronic interface interaction between α-Fe2O3 and rGO is boosted with the oxygen vacancies, facilitating electron transfer from α-Fe2O3 to rGO. Moreover, the oxygen vacancies not only create interband states in α-Fe2O3 that can trap photogenerated holes and thus facilitate charge separation but significantly also strengthen the adsorption of oxidative intermediates and reduce the energy barrier of rate-determining step during oxygen evolution reaction (OER). This study demonstrates an rGO–oxygen vacancy synergistic interfacial contact and defect modification approach to design semiconducting photocatalysts for high-efficiency solar energy capture and conversion. The generated principle is expected to be extendable to another material system. 相似文献