Appendix Data - Jason Matthew Lund - Dissertation, "Advanced Techniques for Carbon Nanotube Templated Microfabrication"
Contributors: Jason Lund
... This dataset consists of the publicly publishable data from which results were taken for the Dissertation of Jason Matthew Lund, "Advanded Techniques for Carbon Nanotube Templated Microfabrication". Chapter 2 AFM data: 100um x 100um and 2um x 2um scan areas. Chapter 4 Thermal barrier data: Thermal conductivity measurements and analysis code, Raman Spectra, Compression Test Data. Chapter 5 Porosity data: 20um x 20um and 5um x 5um raw SEM demo images along with processed versions of the images that show pore segmentation. Also included are the python scripts used to binarize images and run porosity, centroid, and second moment of area calculations. Misc. Useful Code: Various python scripts and latex snippets that were useful during the course of this work. BibTex bibliography is included. List of useful software is included.
Contributors: Meiyan Xu
... This data set is for the paper of Learning EEG Topographical Representation for Classification via Convolutional Neural Network, providing part of the experimental results and running procedures. To run the sample code provided, please unzip the zip file into a folder of the same name, and then run the code.
Dataset on tip vortex formation noise produced by wall-mounted finite airfoils with flat and rounded tip geometries
Contributors: Tingyi Zhang, Danielle Moreau, Thomas Geyer, Con Doolan
... This dataset consists of measurements of tip vortex formation noise produced by finite-length airfoils with flat and rounded tips. These data were obtained using the specialist aeroacoustic test facilities at the Brandenburg University of Technology (BTU) in Cottbus, Germany and a 47-channel planar microphone array. Over 1200 unique test cases with variations in airfoil profile shape, tip geometry, angle of attack and Reynolds number were measured during the experimental campaign. The dataset contains one-third-octave band tip noise spectra that have been processed using Acoular, a Python module for acoustic beamforming.
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Geosteering capability of the novel transient multicomponent electromagnetic logging while drilling method
Contributors: Xiyong Yuan
... We have proposed a novel transient multicomponent electromagnetic (EM) logging while drilling (LWD) method and studied its capability in geosteering. Instead of using the transient triaxial measured data directly, a detection mode is defined to sense the bed boundary. By setting a noise threshold, the depth of detection (DOD) of this time domain EM LWD method can reach tens of meters. Based on the polarity of the signal, the directional measurements can be achieved. In addition, linear relationship between the distance to the boundary (DTB) and the time we observe it is established to effectively determine the DTB. We also find that the cross component decays much faster than the coaxial or coplanar component in the formation coordinate system. Thus, an algebraic method is proposed to determine the relative dip angle without inversion. When the tool is located in an isotropic layer and the shoulder is anisotropic, the apparent dip angle yields 0° at early time. During the transition time, the apparent dip angle becomes very sharp and gradually approaches to the true value at late time. However, when the tool is placed at an anisotropic layer, the apparent dip yields the true value at early time. After a transition period, the apparent dip angle gradually approaches to the true dip at late time again.
A Novel Optimization-Based Tool to Automate Infeasible Cycle-Free Gapfilling of Genome-Scale Metabolic Models, Schroeder and Saha
Contributors: Wheaton Schroeder, Rajib Saha
... Dataset related to the paper of the same title submitted for publication in the journal iScience. The abstract is as follows.
Contributors: Marco Manzoni, Maddalena M Bolognesi, Asier Antoranz, Mario Faretta, Francesca M Bosisio, Giorgio Cattoretti
... Personalized immune intervention to release and redirect the T cells against a tumor has shown substantial progress in aggressive tumors such as melanoma and lung cancer, despite the fact that predictors of sustained response are still unclear. Data on less common histotypes are scanty. Among soft tissue sarcomas, uterine leiomyosarcomas (ULMS) have a dire prognosis, yet therapeutic advances are needed in order to improve the actual treatment. Immune checkpoint inhibitor therapy has been applied to exceptionally few cases, of which the immune cell composition was not examined in detail. We analyzed in situ the inflammatory infiltrate of 21 untreated ULMS in high-dimensional, single cell phenotyping on routinely processed tissue, directed at the characterization of lymphoid cells and macrophages. T-lymphoid cells displayed a composite phenotype common to all tumors, suggestive of antigen-exposure; in about half of the cases containing sufficient lymphocytes, we found evidence of exhaustion and a CD8+ TCF7+ phenotype, this latter associated with T-cell reactivation. To the contrary, myelomonocytic cells had case-specific individual combinations of phenotypes and subsets. We identified five distinct monocyte-macrophage cell types: histiocytes, phagocytes, tumor-associated macrophages, inflammatory monocytes and myelomonocytic cells of undefined phenotype. Immunosuppressive molecules (TIM3, B7H3, VISTA, PD1, PDL1) were heterogeneously expressed in inflammatory and endothelial cells. The heterogeneity and phenotype of the monocyte-macrophage population may represents a challenge for which we provide an initial understanding.
Contributors: Kai Zhang
... We report here the effect of fuel variability on high hydrogen syngas combustionphysicochemical properties at various equivalence ratios. The novel aspect here is the uncertainty effect of H2:CO ratio on fluctuation of some industrial relevant quantities such as flame temperature, flame speed, and NO emission. Unlike previous studies discussing the role of precise H2:CO ratio on those quantities, we consider here that the ratio is never precise, and is always coupled with small uncertainties described by probability density function (PDF). The final reported effect is, e.g. the fluctuation of flame speed (mean+variance) rather than flame speed (mean only). We used UQTk-3.0.4 for pre- and post-processing data obtained from 1D PREMIX module of CHEMKIN-PRO. The data structure is well-defined using relevant file name associated with respective descriptions. Note: the presented datasets are generated with one in-house script, hence the data structure are roughly the same. For some data which are not calculated from PREMIX such as CO emission level (NUI-Galway), out script does not allow empty or 0 number to be used for UQ, a fixed number such as 1.000000 is hence used. Because of that, when users see weird data such as a column of 1.00000 in a text file, it merely means that the data is not retried.
Contributors: Danilo Silva Lisboa
... This repository contains all model components (plotted as animated maps), files and Matlab codes used to construct, train and validate the Bayesian Networks model for coral bleaching forecast in the North Atlantic Ocean. In addition, we provide geographic locations maps of reef observations used by the model, broken down by the model's ability to predict them.
Contributors: hao jiang
... Three types of parasites: Babesia, Toxoplasma and Trypanosoma，together with their extreme points annotations in COCO format.