361 research outputs found
Ticklish Sensation : One Step - Two Step or Trot
https://digitalcommons.library.umaine.edu/mmb-ps/2633/thumbnail.jp
Assessing The Effects Of Biaxial Strain And Chemical Doping On The Magnetic And Electronic Properties Of Epitaxial Europium Monoxide Films
The ferromagnetic semiconductor EuO, which possesses several record properties relevant to devices, has been researched in an attempt to enhance and understand this novel material, i.e., raising its Curie temperature (TC) and developing it as a viable electronic material, by investigating three distinct research directions for EuO: chemical doping via trivalent rare-earth cations, biaxial strain via substrates with varying degrees of lattice mismatch, and preservation via application of a well-chosen capping layer. The use of Lu3+ as a chemical dopant for enhancing the TC of EuO up to 119 K was established. The spin-polarization for the Lu-doped EuO thin film was measured to be 96%, confirming its near-complete spin-polarization. The effect of biaxial strain on TC for EuO thin films that are commensurately strained to the substrate was explored. The use LuAlO3, which imparts an asymmetric tensile strain of +0.4% strain and +1.5% strain along the [110] and [110] EuO directions, respectively, resulted in the reduction of the TC for commensurate EuO / LuAlO3 thin films of varying thicknesses. The strain-dependence was confirmed by comparing the series to an identical series grown on the lattice-matched, i.e., unstrained, substrate yttria-stabilized zirconia (YSZ). Biaxial compressive strain was explored by growing EuO thin films on both singlecrystal diamonds and epitaxial diamond thin films grown on silicon. Diamond is 2.2% smaller than EuO, so epitaxial integration of EuO on diamond was attempted in hopes of achieving symmetric 2.2% compressive strain. Though the EuO was epitaxial and free of extraneous phases and orientations, demonstrating the first instance of a ferromagnet epitaxially integrated with diamond, the EuO was not compressively strained, and no change in TC was observed. Finally, the formation of a protective Eu2O3 capping layer by controlled oxidation of the surface of EuO in vacuum was studied. The Eu2O3 was effective at preventing the degradation of the underlying EuO, as determined by the scanning tunneling electron microscopy and electron energy loss spectroscopy analysis. The analysis, in conjunction with X-ray diffraction experiments, demonstrated that the oxygen diffusion during the capping layer formation is heavily influenced by the presence of defects in the film
Principal manifolds and graphs in practice: from molecular biology to dynamical systems
We present several applications of non-linear data modeling, using principal
manifolds and principal graphs constructed using the metaphor of elasticity
(elastic principal graph approach). These approaches are generalizations of the
Kohonen's self-organizing maps, a class of artificial neural networks. On
several examples we show advantages of using non-linear objects for data
approximation in comparison to the linear ones. We propose four numerical
criteria for comparing linear and non-linear mappings of datasets into the
spaces of lower dimension. The examples are taken from comparative political
science, from analysis of high-throughput data in molecular biology, from
analysis of dynamical systems.Comment: 12 pages, 9 figure
Hetero-epitaxial EuO Interfaces Studied by Analytic Electron Microscopy
With nearly complete spin polarization, the ferromagnetic semiconductor
europium monoxide could enable next-generation spintronic devices by providing
efficient ohmic spin injection into silicon. Spin injection is greatly affected
by the quality of the interface between the injector and silicon. Here, we use
atomic-resolution scanning transmission electron microscopy in conjunction with
electron energy loss spectroscopy to directly image and chemically characterize
a series of EuO|Si and EuO|YAlO3 interfaces fabricated using different growth
conditions. We identify the presence of europium silicides and regions of
disorder at the EuO|Si interfaces, imperfections that could significantly
reduce spin injection efficiencies via spin-flip scattering
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