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31.
Alastair J. S. McIntosh Stephen J. Barrington Hilary Bird Daniel Hurst Phillippa Spencer Suzanne H. Pelfrey Matthew J. Baker 《Analytical and bioanalytical chemistry》2012,404(8):2307-2315
The ability to distinguish bacteria from mixed samples is of great interest, especially in the medical and defence arenas. This paper reports a step towards the aim of differentiating pathogenic endospores in situ, to aid any required response for hazard management using infrared spectroscopy combined with multivariate analysis. We describe a proof-of-principle study aimed at discriminating biological warfare simulants from common environmental bacteria. We also report an evaluation of multiple pre-processing techniques and subsequent differences in cross-validation of two pattern recognition models (Support Vector Machines and Principal Component–Linear Discriminant Analysis) for a six-class classification (bacterial classification). These classifications were possible with an average sensitivity of 88.0 and 86.9?%, and an average specificity of 97.6 and 97.5?% for the SVM and the PC-LDA models, respectively. Most spectroscopic models are built upon spectra from bacteria that have been specifically prepared for analysis by a particular method; this paper will comment upon the differences in the bacterial spectrum that occur between specific preparations when the bacteria have spent 30?days in the simulated weather conditions of a hot dry climate. Figure
3D-PC-LDA score plot (left), for the six class bacterial identification, with the loading plot (right) for each of the three discriminant functions used 相似文献
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Using the integral form of a nonlinear corotational model, we derive explicit analytical expressions for the zeroth, second, and fourth harmonics of the second normal stress difference in large-amplitude oscillatory shear (LAOS). This model yields an arbitrary normal stress ratio (ANSR) in any simple shearing deformation, including LAOS. This corotational ANSR model adds one parameter to the corotational Maxwell model, a time constant ?? 0 controlling the ratio ??2/??1 for both the real and imaginary parts of each harmonic of the normal stress difference. The explicit analytical expressions for all harmonics of the alternating shear stress and first normal stress difference responses in LAOS match those obtained previously for the corotational Maxwell model. We evaluate the corotational ANSR model for the case of a single Maxwell relaxation time fluid. 相似文献
35.
A macromolecular solution is represented by the simple model of rigid dumbbells suspended in a Newtonian fluid with Brownian motion included. Hydrodynamic interaction is not taken into account. It is found that for this model there will be recoil after the cessation of steady shearing flow. The ultimate shear recovery S ∞ is developed as a power series in κ?, the shear rate prior to the cessation of the steady shear flow: $$S_\infty = (\theta _0 /2\eta _0 ) \kappa ^\user1{ - } + O(\kappa ^\user1{ - } )^3$$ where η0 and θ0 values of the viscosity and primary normal stress functions respectively at zero-shear rate. The coefficient of the term in (κ?)3 is calculated. In addition, the behavior of the normal stresses during the recoil process is found; during recoil τ22?τ33 has the opposite sign from τ11?τ22. 相似文献
36.
A perturbation analysis is presented for the steady-state radial flow of a third-order fluid between two parallel disks. The
results include previous perturbation analyses in which various other rheological models were used. The pressure drop needed
to maintain the radial flow is less than that for the Newtonian creeping-flow solution because of fluid inertia and shear-thinning
viscosity, whereas the normal stresses have the opposite effect. Possible use of the “radial flow viscometer” for experimental
evaluation of second-order constants is also discussed. Finally, molecular stretching in the flow system is examined using
the elastic dumbbell model for a polymer molecule. 相似文献
37.
The phase-space kinetic theory for polymeric liquid mixtures is used to obtain an expression for the polymer contribution to the thermal conductivity of a nonflowing, dilute solution of polymers, where the polymer molecules are modeled as Fraenkel dumbbells. This theory takes into account three mechanisms for the energy transport: diffusion of kinetic energy (including the Öttinger-Petrillo term), diffusion of intramolecular energy, and the work done against the intramolecular forces. This paper is an extension of previous developments for the Hookean dumbbell model and the finitely-extensible dumbbell model. A comparison among the dumbbell results suggests that the thermal conductivity increases with chain stiffness. In addition, the zero-shear-rate viscosity and first normal-stress coefficient are also given for the Fraenkel dumbbell model.Dedicated to Prof. John D. Ferry on the occasion of his 85th birthday. 相似文献
38.
Rotationally resolved electronic spectra of several low frequency vibrational bands that appear in the S(1) ← S(0) transition of 4-fluorobenzyl alcohol (4FBA) in the collision-free environment of a molecular beam have been observed and assigned. Each transition is split into two or more components by the tunneling motion of the attached -CH(2)OH group. A similar splitting is observed in the microwave spectrum of 4FBA. Analyses of these data show that 4FBA has a gauche structure in both electronic states, but that the ground state C(1)C(2)-C(7)O dihedral angle of ~60° changes by ~30° when the photon is absorbed. The barriers to the torsional motion of the attached -CH(2)OH group are also quite different in the two electronic states; V(2) ~ 300 cm(-1) high and ~60° wide in the S(0) state, and V(2) ~ 300 cm(-1) high and ~120° wide (or V(2) ~ 1200 cm(-1) high and ~60° wide) in the S(1) state. Possible reasons for these behaviors are discussed. 相似文献
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Albert F. Bird 《Journal of Terramechanics》1968,5(4):51-57
The paper discusses the problems associated with the operation of vehicles in and near waterways. The problem will be better understood when world-wide river survey data become available. However even in areas where such data is available amphibious and wading craft often encounter impassable banks. This indicates that dramatic improvements in vehicle egress capabilities are required. 相似文献