3 resultados para Multilayer Perceptron

em ArchiMeD - Elektronische Publikationen der Universität Mainz - Alemanha


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Nanoscience aims at manipulating atoms, molecules and nano-size particles in a precise and controlled manner. Nano-scale control of the thin film structures of organic/polymeric materials is a prerequisite to the fabrication of sophisticated functional devices. The work presented in this thesis is a compilation of various polymer thin films with newly synthesized functional polymers. Cationic and anionic LC amphotropic polymers, p-type and n-type semiconducting polymers with triarylamine, oxadiazole, thiadiazole and triazine moieties are suitable materials to fabricate multilayers by layer-by-layer (LBL) self-assembly with a well defined internal structure. The LBL assembly is the ideal processing technique to prepare thin polymer film composites with fine control over morphology and composition at nano-scale thickness, which may have applications in photo-detectors, light-emitting diodes (LEDs), displays and sensors, as well as in solar cells. The multilayer build-up was investigated with amphotropic LC polymers individually by solution-dipping and spin-coating methods; they showed different internal orders with respect to layering and orientation of the mesogens, as a result of the liquid crystalline phase. The synthesized p-type and n-type semiconducting polymers were examined optically and electrochemically, suggesting that they are favorably promising as hole-(p-type) or electron-(n-type) transport materials in electronic and optoelectronic devices. In addition, we report a successful film deposition of polymers by the vacuum deposition method. The vapor deposition method provides a clean environment; it is solvent free and well suited to sequential depositions in hetero-structured multilayer system. As the potential applications, the fabricated polymer thin films were used as simple electrochromic films and also used as hole transporting layers in LEDs. Electrochemical and electrochromic characterizations of assembled films reveal that the newly synthesized polymers give rise to high contrast ratio and fast switching electrochromic films. The LEDs with vacuum deposited films show dramatic improvements in device characteristics, indicating that the films are promising as hole transporting layers. These are the result of not only the thin nano-scale film structures but also the combination with the high charge carrier mobility of synthesized semiconducting polymers.

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In dieser Arbeit wurden Oberflächenmodifizierungen entwickelt, die sowohl rnzelladhäsive als auch antimikrobielle Eigenschaften tragen. Rasche Zelladhäsion rnund Wundheilung ist gewünscht für Biomaterialien, da sonst das Material als rnFremdkörper erkannt werden würde und Infektionskeime in die Kavität zwischen rnMaterial und Gewebe eindringen könnten. Plasmapolymerisation dient hierbei als rnBeschichtungsverfahren, da es ein breites Spektrum an Materialien beschichten rnkann unabhängig von dessen Beschaffenheit. Als zelladhäsive Schicht wurde rnplasmapolymerisiertes Allylamin gewählt, da es zellfreundlich ist und dabei rnweitere nasschemische Modifikationen, wie die Anbindung von Fibronektin, rnzulässt. Dabei dient es zugleich als Barriereschicht für darunterliegende zink- und silberhaltige Filme, die der Beschichtung durch Freisetzung von Silber und Zink antimikrobielle Eigenschaften verleihen. Die Schichtsysteme wurden rnspektroskopisch und mikroskopisch untersucht sowie zelladhäsive und rnantimikrobielle Wirkung mit verschiedenen Zell- und Bakterientypen getestet.

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Numerical modelling was performed to study the dynamics of multilayer detachment folding and salt tectonics. In the case of multilayer detachment folding, analytically derived diagrams show several folding modes, half of which are applicable to crustal scale folding. 3D numerical simulations are in agreement with 2D predictions, yet fold interactions result in complex fold patterns. Pre-existing salt diapirs change folding patterns as they localize the initial deformation. If diapir spacing is much smaller than the dominant folding wavelength, diapirs appear in fold synclines or limbs.rnNumerical models of 3D down-building diapirism show that sedimentation rate controls whether diapirs will form and influences the overall patterns of diapirism. Numerical codes were used to retrodeform modelled salt diapirs. Reverse modelling can retrieve the initial geometries of a 2D Rayleigh-Taylor instability with non-linear rheologies. Although intermediate geometries of down-built diapirs are retrieved, forward and reverse modelling solutions deviate. rnFinally, the dynamics of fold-and-thrusts belts formed over a tilted viscous detachment is studied and it is demonstrated that mechanical stratigraphy has an impact on the deformation style, switching from thrust- to folding-dominated. The basal angle of the detachment controls the deformation sequence of the fold-and-thrust belt and results are consistent with critical wedge theory.rn