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41.
K. H. Hamed 《The European physical journal. Special topics》2009,174(1):65-79
Although persistence in natural data is generally admitted, its effect on the significance of various statistical tests has
not been extensively studied and is sometimes overlooked or simply ignored in practice. In particular, modified tests that
are robust in the presence of persistence are still lacking. In many situations, need may arise to test the significance of
correlation between two observed natural time series. Although the estimation of the classical product-moment correlation
coefficient is a straightforward task, classical significance testing depends on two major assumptions. The first assumption
is that the data are Gaussian, which is violated by many natural time series. In this case, a distribution-free measure of
correlation, such as Kendall’s tau should be used. The second, and often overlooked assumption, is that the observations in
each time series are not autocorrelated, which is also violated by most natural time series. Similar to the case of trend
testing (e.g. Mann-Kendall trend test), which has received some attention recently, the existence of persistence increases
the chance of falsely detecting significant correlation when the two series are actually uncorrelated. In this paper, the
effect of both short- and long-term persistence (STP and LTP) on the distribution of Kendall’s tau as a distribution-free
measure of correlation between two time series is investigated, and an exact expression for its variance under persistence
is derived. The implications of these results for the analysis of natural data are illustrated through the study of spurious
correlation between a 133-year Nile flow time series from A.D. 1871 to A.D. 2003 and independent segments of a reconstruction
of the North Hemisphere temperature time series from A.D. 1000 to A.D. 1980, both of which exhibit LTP. It is shown that spurious
significant correlation between completely unrelated segments of the two time series is on average three times as common as
in random series of the same length at the 10% significance level, which is consistent with the theoretical results. It is
also shown that accounting for LTP by using the correct variance of the test statistic effectively reduces the probability
of false identification to near its expected nominal value of 10%. Similar results were obtained at other significance levels. 相似文献
42.
A nonlinear finite element model is provided to predict the static aero-thermal deflection and the vibration behavior of geometrically imperfect shape memory alloy hybrid composite panels under the combined effect of thermal and aerodynamic loads. The nonlinear governing equations are obtained using Marguerre curved plate theory and the principle of virtual work taking into account the temperature-dependence of material properties. The effect of large deflection is included in the formulation through the von Karman nonlinear strain-displacement relations. The thermal load is assumed to be a steady-state constant-temperature distribution, whereas the aerodynamic pressure is modeled using the quasi-steady first-order piston theory. The Newton-Raphson iteration method is employed to obtain the nonlinear aero-thermal deflections, while an eigenvalue problem is solved at each temperature step and static aerodynamic load to predict the free vibration frequencies about the deflected equilibrium position. Finally, the nonlinear deflection and free vibration characteristics of a composite panel are presented, illustrating the effects of geometric imperfection, temperature rise, aerodynamic pressure, boundary conditions and shape memory alloy fiber embeddings on the panel response. 相似文献
43.
The complexes formed between IE11 and Cd(II), Cr(III), Cu(II), Mn(II) and Pb(II) were identified and confirmed by IR, UV and pH-metric titration. The uptake behavior of porous silica modified with N-propylsalicylaldimine (IE11) and these metal ions were studied. Log k(d) was found to be within the range 2.19-5.16 depending on pH and time of stirring. IE11 was used in the separation and preconcentration of Cd(II), Cr(III, VI), Cu(II), Mn(II, VII) and Pb(II) from some natural water samples. Data were compared with those obtained by the solvent extraction method APDC/MIBK. The proposed methodology allows to verify an improvement in the water quality of Nile River probably attributed to high to moderate floods in the last few years. The method was found to be accurate and not subject to random error, i.e. precise. 相似文献
44.
45.
The pattern of freezing of two varieties of grapevine during spring bud burst was characterised using infrared thermography. All plants studied showed endogenous freezing of the stems and subsequent rapid ice spread (0.47 cm/s) analogous to ice spread in bulk water suggesting ice travel in the xylem. Barriers to ice spread were observed between stembranches and more importantly between the stem and buds. Buds froze after the stem and freezing appeared to be initiated from the stem. The lack of a fully functional xylem system is proposed as the barrier to ice spread. All buds which froze suffered complete frost kill whilst frozen stem recovered unharmed. Only 58% of the buds froze and those that did not freeze survived completely. 相似文献
46.
Mahdi Rabbani Yongli Wang Reza Khoshkangini Hamed Jelodar Ruxin Zhao Sajjad Bagheri Baba Ahmadi Seyedvalyallah Ayobi 《Entropy (Basel, Switzerland)》2021,23(5)
Network anomaly detection systems (NADSs) play a significant role in every network defense system as they detect and prevent malicious activities. Therefore, this paper offers an exhaustive overview of different aspects of anomaly-based network intrusion detection systems (NIDSs). Additionally, contemporary malicious activities in network systems and the important properties of intrusion detection systems are discussed as well. The present survey explains important phases of NADSs, such as pre-processing, feature extraction and malicious behavior detection and recognition. In addition, with regard to the detection and recognition phase, recent machine learning approaches including supervised, unsupervised, new deep and ensemble learning techniques have been comprehensively discussed; moreover, some details about currently available benchmark datasets for training and evaluating machine learning techniques are provided by the researchers. In the end, potential challenges together with some future directions for machine learning-based NADSs are specified. 相似文献
47.
Chiraz Youssef Hamed Ben Ammar Mohamed Belhouchet Kassem Beydoun Ridha Ben Salem Henri Doucet Pierre H. Dixneuf 《Journal of heterocyclic chemistry》2011,48(5):1126-1131
2‐(Arylidene)cyanomethylbenzoxazoles have been prepared in water from benzoxazole‐2‐ylacetonitriles. Using multi‐component reactions, a variety of heterocycles containing benzoxazole and nitrile functionality has been prepared. J. Heterocyclic Chem., (2011). 相似文献
48.
Chlorocarbenium salts
-
of the Vilsmeier-Arnold type react with the silylated isocyanuric acid
to give 1-oxa-3-azabutatrienium salts
under mild conditions. From reactions of diarylchloromethenium salts
-
with
and ketones or tertiary carboxamides high yields of 2-azaallenium salts
were obtained. A few chloro substituted 2-azaallenium salts
were prepared from
and carbonyl compounds. The mechanisms of the new reactions are discussed. 相似文献
49.
Farid Taherkhani Hadi Abroshan Hamed Akbarzadeh Alessandro Fortunelli 《Phase Transitions》2013,86(7):613-623
We investigate a one-dimensional (1-D) Ising model for finite-site systems. The finite-site free energy and the surface free energy are calculated via the transfer matrix method. We show that, at high magnetic fields, the surface free energy has an asymptotic limit. The absolute surface energy increases when the value of f (the ratio of magnetic field to nearest-neighbor interactions) increases, and for f?≥?10 approaches a constant value. For the values of f?≥?0.2, the finite-site free energy also increases, but slowly. The thermodynamic limit in which physical properties approach the bulk value is also explored. 相似文献
50.
Salah Abd El Wanees Sabry Hamed Seda 《Journal of Dispersion Science and Technology》2013,34(12):1813-1826
AbstractThe kinetics of H2 production during Zn corrosion in 0.5?M HCl without and with various additives of N,N'-bis-(1-hydroxyphenylimine)-2,5-thiophenedicarboxaldehyde (HPTD) was studied using gasometry and electrochemical techniques. The surface of the corroded Zn samples was investigated using SEM and Optical Profilometry. The rate of H2 production (RHP) increased with the immersion time and temperature. Presence of HPTD mitigated RHP due to an adsorption process. The electrochemical impedance spectroscopy showed that HPTD had a good inhibitive effect. Polarization data proved that HPTD acted as a surface-active mixed-type inhibitor. Some thermodynamic parameters were deduced and discussed. Theoretical calculations were also conducted to corroborate the capability of HPTD to protect Zn surface from corrosion process. 相似文献