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981.
982.
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984.
以电子市场智能定价问题为研究背景,提出基于模糊推理的多智能体强化学习算法(FI-MARL).在马尔科夫博弈学习框架下,将领域知识初始化为一个模糊规则集合,智能体基于模糊规则选择动作,并采用强化学习来强化模糊规则.该方法有效融合应用背景的领域知识,充分利用样本信息并降低学习空间维数,从而增强在线学习性能.在电子市场定价的... 相似文献
985.
986.
Solubility isotherms of the ternary system (NH4Cl+CaCl2+H2O) were elaborately determined at T= (273.15 and 298.15) K by using the isothermal method. In the equilibrium phase diagram, there are two solubility branches corresponding to the solid phases CaCl2⋅6H2O and NH4Cl. Invariant point compositions are 36.32 wt% CaCl2 and 3.4 wt% NH4Cl at 273.15 K, and 45.86 wt% CaCl2 and 5.22 wt% NH4Cl at 298.15 K. A Pitzer-Simonson-Clegg thermodynamic model was applied to represent the thermodynamic properties of this ternary system and to construct a partial phase diagram of the ternary system at temperatures between (273.15 and 323.15) K. It was found in the predicted solubility phase diagram that the double salt 2NH4Cl⋅CaCl2⋅3H2O, found by other authors at (323.1 and 348.1) K, will disappear at temperatures below 298.15 K. Besides, it was found that there are two peritectic points in the ternary system with peritectic temperatures at 299.65 K and 298.15 K, and the former peritectic point falls just on the line between the composition points of NH4Cl and CaCl2⋅6H2O. According to phase rule, a solution made of this point will begin to crystallize at 299.65 K and end at 298 K and therefore can be acted as a “pseudo eutectic” phase change material (PCM). A heat storing and releasing experiment of 50 grams of the PCM was carried out, obtaining a satisfying result. 相似文献
987.
Han M. Shih 《Computers & Industrial Engineering》2011,61(3):608-628
In geometry, two configurations are called similar if they can be brought to a complete match by rigid motions and dilations. In the simplest case, product designs X and Y have the same dimensionality and same number of points which can be brought into a one to one correspondence by substantive considerations. Under orthogonal transformations, product design Y can only be rotated and reflected in order to approximate product design X. As for the “as close as possible” or “relatively close” criterion, a reasonable definition would be to measure the distances between corresponding points, square these values, and add them to obtain the sum-of-squares criterion L. In this paper, a product structure (BOM)-based product similarity measures using orthogonal procrustes approach is proposed. A structural product is first transformed into bill of materials (BOM), the structural similarity measurement between a product query and target product is calculated and evaluated using orthogonal procrustes approach. The results show that the proposed product structure similarity measure method can help companies find desired product information based on BOM feature. 相似文献
988.
The purpose of this study was to investigate the effectiveness of a haptic augmented simulation in learning physics. The results indicate that haptic augmented simulations, both the force and kinesthetic and the purely kinesthetic simulations, were more effective than the equivalent non-haptic simulation in providing perceptual experiences and helping elementary students create multimodal representations of the movements of gears. However, in most cases, force feedback was needed to construct a fully loaded multimodal representation that helps students to comprehend later instruction with less sensory modalities. In addition, the force and kinesthetic simulation was effective in helping to transfer knowledge to new learning situations. These findings suggest that it is important to help elementary students make a solid cognitive grounding with the use of a perceptual anchor. 相似文献
989.
Multicore architectures are evolving with the promise of extreme performance for the classes of applications that require
high performance and large bandwidth of memory. Irregular reduction is one of important computation patterns for many complex
scientific applications, and it typically requires high performance and large bandwidth of memory. In this article, we propose
region-based parallelization techniques for irregular reductions on multicore architectures with explicitly managed memory
hierarchies. Managing memory hierarchy in software requires a lot of programming efforts and tends to be error-prone. The
difficulties are even worse for applications with irregular data access patterns. To relieve the burden of memory management
from programmers, we develop abstractions, particularly targeted to irregular reduction, for structuring parallel tasks, mapping
the parallel tasks to processing units and scheduling data transfers between the memory hierarchies. Our framework employs
iteration reordering based on regions of data along with dynamic scheduling of parallel tasks. We experimentally evaluate
the effectiveness of our techniques for irregular reduction kernels on the Cell processor embedded in a Sony PlayStation3.
Experimental results show the speedups of 8 to 14 on the six available SPEs. 相似文献
990.
The task of geolocating targets from airborne video is required for many applications in surveillance, law enforcement, reconnaissance,
etc. The usual approaches to target geolocation involve terrain data, single target tracking, gimbal control of camera heads,
altimeters, etc. The main goal of this research is to eliminate those requirements and still develop an accurate, efficient,
and robust vision-based method for geolocation that can be carried out for multiple targets simultaneously. In that sense,
our main contributions to the state-of-the-art in geolocation are fourfold: 1) to eliminate the requirement for gimbal control
of the cameras or any particular path planning control for the UAV; 2) to perform instaneous geolocation of multiple targets;
3) to eliminate the requirements for geo-referenced terrain database (elevation maps) or for an altimeter that provides the
UAV’s and target’s altitudes; and 4) to use one single camera while still maintaining good overall accuracy. In order to achieve
that, the only requirements for our proposed method are: that the intrinsic parameters of the camera be known; that the on
board camera be equipped with global positioning system (GPS) and inertial measurement unit (IMU); and that the height of
the vehicle can be calculated using feature points extracted from the ground surrounding the image of the targets. To satisfy
the first two requirements, we developed and tested a robust calibration procedure that can estimate not only the intrinsic
parameters of the camera, but also the IMU-camera parameters (also know in the robotic circles as the hand-eye calibration). The last requirement was addressed using a pseudo-stereo vision technique that maximizes the distance between stereo pairs
(baseline) while keeping large the number of common feature points extracted by the algorithm. The result is a method that
can reach approximately 25 m of accuracy for an UAV flying at 155 m away from the target. Such performance is demonstrated
by computer simulation, in-scale data using a model city, and real airborne video with ground truth. 相似文献