Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels

This paper presents and analyzes in detail an efficient search method based on evolutionary algorithms (EA) assisted by local Gaussian random field metamodels (GRFM). It is created for the use in optimization problems with one (or many) computationally expensive evaluation function(s). The role of GRFM is to predict objective function values for new candidate solutions by exploiting information recorded during previous evaluations. Moreover, GRFM are able to provide estimates of the confidence of their predictions. Predictions and their confidence intervals predicted by GRFM are used by the metamodel assisted EA. It selects the promising members in each generation and carries out exact, costly evaluations only for them. The extensive use of the uncertainty information of predictions for screening the candidate solutions makes it possible to significantly reduce the computational cost of singleand multiobjective EA. This is adequately demonstrated in this paper by means of mathematical test cases and a multipoint airfoil design in aerodynamics.     

Mechanical characterization of PEDOT:PSS thin films

By tensile testing the mechanical properties of thin films of the intrinsically conductive poly(3,4-ethylenedioxythiophene) poly(styrene sulfonate) (PEDOT:PSS) under different relative humidities are investigated. It can be shown that the fracture behaviour strongly depends on humidity and reaches from brittle to plastic. The fracture surfaces are first investigated by scanning electron microscopy (SEM). The surfaces change from smooth at 23% rH to rough with shear lips for samples tested at 55% rH. Atomic force microscopy then reveals the topography of fracture surfaces at the nanometer scale and thus gives insights into the morphology of PEDOT:PSS thin films. By combining the experimental findings of the tensile tests and the AFM scans a micromechanical model for the deformation behavior of PEDOT:PSS can then be derived.     

Self-report measures for the assessment of human–machine interfaces in automated driving

Cognition, Technology & Work - For a successful market introduction of Level 3 Automated Driving Systems (L3 ADS), a careful evaluation of human–machine interfaces (HMIs) is necessary....     

Charge patterns as templates for the assembly of layered biomolecular structures

Electric fields are used to guide the assembly of biomolecules in predefined geometric patterns on solid substrates. Local surface charges serve as templates to selectively position proteins on thin-film polymeric electret layers, thereby creating a basis for site-directed layered assembly of biomolecular structures. Charge patterns are created using the lithographic capabilities of an atomic force microscope, namely by applying voltage pulses between a conductive tip and the sample. Samples consist of a poly(methyl methacrylate) layer on a p-doped silicon support. Subsequently, the sample is developed in a water-in-oil emulsion, consisting of a dispersed aqueous phase containing biotin-modified immunoglobulinG molecules, and a continuous nonpolar, insulating oil phase. The electrostatic fields cause a net force of (di)electrophoretic nature on the droplet, thereby guiding the proteins to the predefined locations. Due to the functionalization of the immunoglobulinG molecules with biotin-groups, these patterns can now be used to initiate the localized layer-by-layer assembly of biomolecules based on the avidin-biotin mechanism. By binding 40 nm sized biotin-labelled beads to the predefined locations via a streptavidin linker, we verify the functionality of the previously deposited immunoglobulinG-biotin. All assembly steps following the initial deposition of the immunoglobulinG from emulsion can conveniently be conducted in aqueous solutions. Results show that pattern definition is maintained after immersion into aqueous solution.     

Die Stahlverbundkonstruktion der Bügelbauten des Berliner Hauptbahnhofs

Steel composite construction of the bow buildings at the Berlin Main station. Currently Berlin main station, Europe's largest crossway terminal, is under construction next to the government quarter. The east‐west glass roof intersects two buildings. These “bow‐buildings” highlight the underground north‐south track in a characteristic way. The north‐south glass roof, measuring 180 m, is hanging between these buildings. The “bow‐buildings” are office towers with 12 storeys. The steel composite structure is on the outside of the cladding. The buildings in form of a bridge are remarkable. They consist of 4 storeys an have a span of 87 m.     

Somatic gene therapy in squamous epithelial carcinomas of the head-neck area

Gene therapy is an important new approach to the treatment and prevention of human diseases. Somatic gene therapy involves the introduction of novel genetic material into somatic cells to express therapeutic gene products. Two main strategies in somatic gene therapy of cancer are applied: the genetic correction of the defect, or the elimination of cancer cells by cytotoxic drugs or the immuno system. Gene transfer can be accomplished by physical and chemical methods or nonreplicating viruses. The different transfer systems vary strongly in their efficiency of transfection, plasmid maintenance, and protein expression. The clinical application could be performed in two ways: Firstly, by in vivo application of genome modifying substances injected directly into the tumour; secondly, by ex vivo application of genetically modified tumour cells as a tumour vaccine. The following review will discuss some of the gene therapy strategies that could be effective in managing head and neck cancer.     

Hierdence of X-chromatin post partum

Determinations of the X-chromatin frequency in buccal smears were performed in 33 pregnant women at the day before delivery and daily for seven days thereafter. In 23 women with a spontaneous delivery there was a statistically significant drop in the X-chromatin frequency after delivery being lowest on the second day. On the fifth day the X-chromatin frequency had reached the predelivery level. In 10 women with operative delivery by cesarean section and hormonal suppression of lactation no such changes in the X-chromatin-frequency have been noted.     

Feed-forward compensation of surface potential in atomic force microscopy

We introduce a feed-forward technique for lift-mode Kelvin probe force microscopy to minimize electrostatically induced errors in topography scans. Such errors typically occur when a grounded tip is scanned over a heterogeneous sample with differences in local work function or areas of local surface charging. To minimize electrostatic forces during the topography scan we bias the tip with the surface potential recorded in the previous Kelvin probe scan line. With this method we achieve an error free topography on samples with large variations in local surface potential. Compared to conventional tapping mode, we further observe a significant reduction of tip-induced surface charge modifications on charge patterns written in electret films.