Reproducibility of High-Throughput Sample Properties Produced by a High-Temperature Molten Metal Droplet Generator

Metals ◽  
2020 ◽  
Vol 10 (3) ◽  
pp. 297 ◽  
Author(s):  
Saeedeh Imani Moqadam ◽  
Michael Baune ◽  
Ingmar Bösing ◽  
Carsten Heinzel ◽  
Daniel Meyer ◽  
...  

A high-throughput method for the discovery of structural materials requires a large number of samples with highly reproducible properties. We propose using spherical micro-samples, which can be quickly produced by molten metal single droplet processes with high geometrical reproducibility. However, geometrical reproducibility does not automatically yield in the reproducibility of specific properties that are governed by the microstructure and thermal history of the samples. This work evaluates the reproducibility of two different steels (AISI D3 and 5140) in their as-synthesized state without additional heat treatment. By determining a set of well-established high-throughput descriptors by electrochemical analysis, particle-oriented peening, and micro machining, we show that high reproducibility can be achieved. Additionally, the determined properties correlate well with their austenitic (AISI D3) and martensitic (AISI5140) state. The AISI D3 shows an improved corrosion resistance, increased cutting forces during machining, and a higher deformation during particle-oriented peening. The reproducibility of the sample synthesis indicates that this type of sample is well suited for high-throughput methods to find new structural materials.

Materials ◽  
2019 ◽  
Vol 12 (22) ◽  
pp. 3769 ◽  
Author(s):  
Moqadam ◽  
Mädler ◽  
Ellendt

: High-throughput methods for the development of structural materials require samples which are comparable in geometric dimensions and microstructure. Molten metal droplet generators produce thousands of droplets and microspheres from specific alloys with very good reproducibility. In this study, droplet generation experiments were conducted with two alloys and their microstructure was analyzed regarding secondary dendrite arm spacing (SDAS) in order to determine cooling rates during solidification. A droplet cooling model was developed, and predictions showed good agreement with the experimental data. Finally, a sensitivity study was conducted using the validated model to identify critical process parameters which have great impact on the resulting microstructure and need to be well-controlled to achieve the desired reproducibility in microstructure.


Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 3782-3782
Author(s):  
Osheiza Abdulmalik ◽  
Patrick Lec ◽  
Jisheng Yang ◽  
Toshio Asakura ◽  
Kwaku Ohene-Frempong ◽  
...  

Abstract The distortion of erythrocytes in sickle cell disease (SCD) is a direct consequence of self-assembly of deoxy-Hb S heterotetramers into low-solubility polymers. Despite the broad recognition that Hb S solubility can be used to predict the efficacy of potential antipolymerization (antisickling) therapies, currently available methods require significant time and effort that detract from their utility by limiting assay as well as the reliability of any relevant results. To this end, we have developed an uncomplicated, rapid, and highly reproducible high-throughput assay for measuring the solubility of deoxy-Hb S in vitro. In contrast to existing methods that remove insoluble deoxy-Hb S polymers by centrifugation, we utilize a highly efficient filtration approach. Briefly, the solubility of deoxy-Hb S is determined in a defined phosphate buffer by filtering insoluble polymers and determining the concentration of filtered Hb spectrophotometrically. We tested the utility of this method by assessing the effects of four parameters known to affect deoxy-Hb S polymerization in vitro, including the concentration of Hb S, the molarity of the phosphate buffer, and the presence of antipolymerization agents including Hb F and the previously reported anti-gelling agent INN 312. Eight different concentrations of Hb S (0.01 – 0.07 g/dL) were prepared in each of three phosphate buffers (1.60 M, 1.65 M, and 1.70 M; pH 7.4). Each reaction was prepared in quadruplicate to facilitate evaluation of assay reproducibility. Soluble oxy-Hbs were prepared in a 96-well 0.45 μm Multiscreen® Solvinert filter plate, sealed with oxygen-impervious optically inert mineral oil, then deoxygenated by supplementation with 30 mM sodium dithionite. The filter plate was incubated at 30°C for 60 min and then vacuum-filtered into a collection plate where the filtrate was maintained under deoxygenated conditions. The absorbances of the filtrates (corresponding to soluble heterotetrameric Hb) were determined at 556 nm. Parallel analyses were carried out using Hb S samples containing 5, 10, 15, or 20% Hb F; 10, 20, 30, or 40% Hb A; or 0.5, 1.0, or 2.0 mM of the known anti-gelling agent INN 312. We observed that the solubility of Hb S in the filtrate varied in direct proportion to the concentration of phosphate buffer, Hb F concentration, or the concentration of INN 312, consistent with the known effect of each parameter thus validating the utility of the method. In addition, the assay demonstrated high reproducibility with a standard deviation of ±3.2% for all samples. Consequently, the reliability, rapidity (< 2 h), and high reproducibility of this novel assay make it a suitable option for high-throughput screening of potential anti-polymerization agents. To further validate this assay, we tested hemolysates from eight de-identified blood samples obtained from patients with SCD or sickle trait. The solubility of the samples determined by our novel high-throughput method correlated exactly with the globin phenotypes of each sample determined by HPLC. These results confirm the potential utility of the microfilter assay as a tool for assessing the solubility of deoxy-Hb S under a variety of experimental and clinical conditions. We conclude that this simple, rapid, and highly reliable high-throughput method—, which may be adapted to automated systems—, may be highly valuable for the primary screening of sickle cell therapies that act by inhibiting the polymerization of deoxy-Hb S.


Planta Medica ◽  
2016 ◽  
Vol 82 (05) ◽  
Author(s):  
C Avonto ◽  
AG Chittiboyina ◽  
D Rua ◽  
IA Khan

Polymers ◽  
2021 ◽  
Vol 13 (8) ◽  
pp. 1313
Author(s):  
Andreas Hoffmann ◽  
Alexander J. C. Kuehne

Carbon nanofiber nonwovens are promising materials for electrode or filtration applications; however, their utilization is obviated by a lack of high throughput production methods. In this study, we utilize a highly effective high-throughput method for the fabrication of polyacrylonitrile (PAN) nanofibers as a nonwoven on a dedicated substrate. The method employs rotational-, air pressure- and electrostatic forces to produce fibers from the inner edge of a rotating bell towards a flat collector. We investigate the impact of all above-mentioned forces on the fiber diameter, morphology, and bundling of the carbon-precursor PAN fibers. The interplay of radial forces with collector-facing forces has an influence on the uniformity of fiber deposition. Finally, the obtained PAN nanofibers are converted to carbon nonwovens by thermal treatment.


Soft Matter ◽  
2021 ◽  
Author(s):  
Tao Lin ◽  
Zhen Wang ◽  
Wen Wang ◽  
Yi Sui

We have developed a high-throughput method, by combining a hybrid neural network with a mechanistic capsule model, to predict membrane elasticity and viscosity of microcapsules from their dynamic deformation in a branched microchannel.


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