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11.
S. Kar T. Searles E. Lee G. B. Viswanathan H. L. Fraser J. Tiley R. Banerjee 《Metallurgical and Materials Transactions A》2006,37(3):559-566
The development of a set of computational tools that permit microstructurally based predictions for the tensile properties
of commercially important titanium alloys, such as Ti-6Al-4V, is a valuable step toward the accelerated maturation of materials.
This paper will discuss the development of neural network models based on a Bayesian framework to predict the yield and ultimate
tensile strengths of Ti-6Al-4V at room temperature. The development of such rules-based model requires the population of extensive
databases, which in the present case are microstructurally based. The steps involved in database development include producing
controlled variations of the microstructure using novel approaches to heat treatments, the use of standardized stereology
protocols to characterize and quantify microstructural features rapidly, and mechanical testing of the heat-treated specimens.
These databases have been used to train and test neural network models for prediction of tensile properties. In addition,
these models have been used to identify the influence of individual microstructural features on the tensile properties, consequently
guiding the efforts toward development of more robust mechanistically based models. Based on the neural network model, it
is possible to investigate the influence of individual microstructural features on the tensile properties, and in certain
cases these dependencies can point toward unrecognized phenomena. For example, the apparently unexpected trend of increase
in tensile strength with increasing prior β-grain size has led to the determination of the pronounced role of the basketweave microstructure in strengthening these alloys,
especially in case of larger prior β grains.
This article is based on a presentation made in the symposium “Computational Aspects of Mechanical Properties of Materials,”
which occurred at the 2005 TMS Annual Meeting, February 13–17, 2005, in San Francisco, CA, under the auspices of the MPMD-Computational
Materials Science & Engineering (Jt. ASM-MSCTS) Committee. 相似文献
12.
Reviews the research on psychosocial aspects of classroom environment by outlining economical, hand-scorable classroom environment instruments (i.e., Classroom Environment Scale, Individualized Classroom Environment Questionnaire, a class inventory developed by the present author and colleagues [1982]) and describing their past uses. Studies on the effects of classroom environment on student outcomes, use of environment variables as process criteria in evaluating educational innovations, and teachers' practical attempts to use learning environment assessments to guide improvements in classrooms are discussed. (PsycINFO Database Record (c) 2010 APA, all rights reserved) 相似文献
13.
Voltage switching induced by long-wavelength infrared light from a CO2 laser was observed using a double-barrier resonant tunneling diode (RTD) biased in the bistable region and the intersubband transition (IT) between the quantum confined states. Possible optoelectronic and all-optical switching applications involving hysteresis are proposed and discussed 相似文献
14.
W.A. Baeslack III T.F. Broderick M. Juhas H.L. Fraser 《Materials Characterization》1994,33(4):357-367
Dissimilar-alloy welds have been produced between Ti---6Al---2Sn---Z4---2Mo---0.1Si (wt. %) and Ti---13.5Al---21.5 NB (wt.%) titanium aluminde using the three different solid-phase welding processes that create significantly different thermo-mechanical conditions at the weld interface. Exposure to supertransus temperatures, appreciable deformation and rapid cooling of the weld interface region during linear-friction welding promote dynamic recrystallization of beta grains and beta decomposition to fine martensitic products. In contrast, diffusion welding at temperatures below the base metal beta transus temperatures and at relatively low pressures minimizes deformation and microstructural variations in the weld interface region relative to the unaffected base metal. During capacitor-discharge resistance spot welding, extremely rapid heating of the weld interface region to near-solidus temperatures, and subsequent rapid cooling, result in the formation of a metastable, ordered-beta microstructure in the Ti---s13.5Al---21.6Nb and fine alpha-prime martensite in the Ti---6Al---2Sn---4Zr---2Mo-0.1Si. 相似文献
15.
16.
The fatty acid compositions of total polar and total neutral lipids of Atlantic herring eggs and larvae were determined immediately
before fertilization, after fertilization and at various times during subsequent embryonic and early larval development. Within
3 hr after fertilization the percentage of total PUFA in neutral lipid decreased from 33% to 20%, with a reciprocal increase
in monoenes. Thereafter the percentage of PUFA in the neutral lipids increased progressively, attaining the original level
in ripe eggs by the time of yolk sac absorption. During the larval stages the percentage of PUFA continued to increase in
the neutral lipid, reaching almost 44% of the total by day 32 after fertilization, although it was reduced to 32% by day 36.
The percentage of monoenes in the neutral lipid displayed a progressive decrease during the whole period of development from
3 hr after fertilization. Throughout all the developmental periods the fatty acid composition of total polar lipids remained
essentially constant. The polar lipids of the yolk sac displayed virtually the same fatty acid composition as the larval bodies,
but the neutral lipids of the yolk sac were low in PUFA compared to the larval bodies. The results are discussed with reference
to changes in lipid class composition during development. The conservation of high levels of PUFA in lipids during embryogenesis
and early larval development reflects the importance of these fatty acids during development. 相似文献
17.
Fraser M.D. Kumar K. Vaishnavi V.K. 《IEEE transactions on pattern analysis and machine intelligence》1991,17(5):454-466
The differences between informal and formal requirements specification languages are noted, and the issue of bridging the gap between them is discussed. Using structured analysis (SA) and the Vienna development method (VDM) as surrogates for informal and formal languages, respectively, two approaches are presented for integrating the two. The first approach uses the SA model of a system to guide the analyst's understanding of the system and the development of the VDM specifications. The second approach proposes a rule-based method for generating VDM specifications from a set of corresponding SA specifications. The two approaches are illustrated through a simplified payroll system case. The issues that emerge from the use of the two approaches are reported 相似文献
18.
GR Buchanan 《Canadian Metallurgical Quarterly》1993,23(6):219-29; discussion 218
19.
1良好的管理有助于预防粉尘爆炸 引起粉尘爆炸需要4个要素:燃料来源,如谷物粉尘;着火来源,如来自设备故障或摩擦的火花;空气,它在设备中始终存在;以及上述3个要素在有限的空间同时存在,诸如提升机机筒或输送机机壳、立筒库工作塔、地道、下麦坑以及立筒库. 相似文献
20.
F. Kusmanto G. Walker Q. Gan P. Walsh F. Buchanan G. Dickson M. McCaigue C. Maggs M. Dring 《Chemical engineering journal (Lausanne, Switzerland : 1996)》2008,139(2):398-407
The aims of this work were to investigate the conversion of a marine alga into hydroxyapatite (HA), and furthermore to design a composite bone tissue engineering scaffold comprising the synthesised HA within a porous bioresorbable polymer. The marine alga, Phymatolithon calcareum, which exhibits a calcium carbonate honeycomb structure, with a natural architecture of interconnecting permeable pores (microporosity 4–11 μm), provided the initial raw material for this study. The objective was to convert the alga into hydroxyapatite while maintaining its porous morphology using a sequential pyrolysis and chemical synthesis processes. Semi-quantitative XRD analysis of the post-hydrothermal material (pyrolised at 700–750 °C), indicated that the calcium phosphate (CaP) ceramic most likely consisted of a calcium carbonate macroporous lattice, with hydroxyapatite crystals on the surface of the macropores. Cell visibility (cytotoxicity) investigations of osteogenic cells were conducted on the CaP ceramic (i.e., the material post-hydrothermal analysis) which was found to be non-cytotoxic and displayed good biocompatibility when seeded with MG63 cells. Furthermore, a hot press scaffold fabrication technique was developed to produce a composite scaffold of CaP (derived from the marine alga) in a polycaprolactone (PCL) matrix. A salt leaching technique was further explored to introduce macroporosity to the structure (50–200 μm). Analysis indicated that the scaffold contained both micro/macroporosity and mechanical strength, considered necessary for bone tissue engineering applications. 相似文献