gebhart/patrepeval huggingface dataset:
An Analysis of the Flow and Sound Field of a Ducted Axial Fan (2000)

The present work describes the prediction method for the unsteady flow field and the acoustic pressure field of a ducted axial fan. The prediction method is comprised of time-marching free-wake method, acoustic analogy, and the Kirchhoff-Helmholtz BEM. The predicted sound signal of a rotor is similar to the experiment one. We assume that the rotor rotates with a constant angular velocity and the flow field around the rotor is incompressible and inviscid. Then, a time-marching free-wake method is used to model the fan and to calculate the flow field. The force of each element on the blade is calculated by the unsteady Bernoulli equation. Lowson's method is used to predict the acoustic source. The newly developed Helmholtz-Kirchhoff BEM lot thin body is used to calculate tile sound field of the ducted fan. The ducted fan with 6 blades is analysed and the sound field around the duct is calculated.
Single-Crystal Epitaxial Thin Films of the Isotropic Metallic Oxides Sr <sub> 1– <i>x</i> </sub> Ca <sub> <i>x</i> </sub> RuO <sub>3</sub> (0 ≤ × ≤ 1) (1992)

Single-crystal epitaxial thin films of the isotropic metallic oxides Sr1-xCaxRuO(3) (0 </= x </= 1) were grown on miscut SrTiO(3)(100) substrates in situ by 90 degrees off-axis sputtering. These thin films exhibit low isotropic resistivities, excellent chemical and thermal stability, good surface smoothness, and high crystalline quality. Furthermore, the lattice parameters and magnetic properties can be varied by simply changing the strontium/calcium ratio. These epitaxial thin films, and their multilayer structures with other oxide materials, can be used for the fabrication of superconducting, ferroelectric, magneto-optic, and electro-optic devices.
Abstract 2150: Alternative treatment strategies to overcome MAPK inhibitor resistance in melanoma (2016)

Abstract Inhibitors of the BRAF/MEK/ERK pathway have promise in the treatment of BRAF mutant melanoma and other MAPK activated cancers. Treatment of metastatic melanoma patients with the combination of RAF + MEK inhibitor has extended progression free survival over single agent therapy. However, in a large subset of patients, resistance invariably develops. Most clinical models show reactivation of the MAPK pathway in resistant samples, suggesting further downregulation of MAPK signaling might be beneficial. Therefore, we took BRAF mutant melanoma grown to resistance by continuous culture in dabrafenib plus trametinib (RAF + MEK inhibitor) or SCH772984 (ERK inhibitor), and treated them with a triple combination of RAF+MEK+ERK inhibitors. We found cells resistant to RAF+MEK inhibitors were cross-resistant to ERK inhibitor, but sensitive to RAF+MEK+ERK inhibitors. Conversely, cells resistant to the ERK inhibitor were cross-resistant to RAF+MEK inhibitor, but sensitive to the triple combination. However, given the possible deleterious side effects of a triple combination in patients, we explored whether alternative dosing and timing strategies could delay development of resistance. We compared chronic dosing of RAF+MEK or ERK inhibitors to weekly exposures alternating between RAF+MEK and ERK inhibitors. This alternative dosing strategy delayed development of resistance in vitro over chronic dosing, while also resulting in a slower proliferation rate in resistant cells. In addition, cells exposed to a higher dose of inhibitor for a shorter period of time was equivalent to chronic exposure. These studies suggest that alternative dosing strategies (other than chronic exposure) may prevent development of resistance, and allow for treatment of patients with higher order combinations and less side effects. Citation Format: Eva Goetz, Bokang Rabasha, Levi Garraway. Alternative treatment strategies to overcome MAPK inhibitor resistance in melanoma. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 2150.
Compress-Forward Coding With BPSK Modulation for the Half-Duplex Gaussian Relay Channel (2009)

<para xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> This paper studies compress-forward (CF) coding with BPSK modulation for the half-duplex Gaussian relay channel. In CF relaying, Wyner–Ziv coding is applied at the relay to exploit the joint statistics between signals at the relay and the destination. We propose Slepian–Wolf coded nested scalar quantization (SWCNSQ) for practical Wyner–Ziv coding at the relay. We first provide the achievable rate of SWCNSQ based CF relaying as a performance benchmark, and then present a practical code design using low-density parity-check (LDPC) codes for error protection at the source, and nested scalar quantization plus irregular-repeat accumulation (IRA) codes for CF coding at the relay. The degree distributions of the LDPC and IRA codes are optimized using extrinsic information transfer charts and Gaussian approximation. Under discretized density evolution for asymptotically large block lengths, our optimized code design operates 0.11–0.21 dB away from the SWCNSQ limit for CF relaying. Simulations with LDPC/IRA codes of length <formula formulatype="inline"><tex Notation="TeX">$2\times 10^{5}\ {\rm bits}$</tex></formula> show a performance gap of 0.27–0.38 dB from the achievable rate. </para>
Hilbert ID Considering Multi-Window Feature Extraction for Transformer Deep Vision Fault Positioning (2020)

Most of the power transformer fault diagnostic researches so far focuses on its fault type diagnosis, but there are less related researches on fault positioning, and the diagnostic methods of which are still less intelligent. This paper proposes a two-dimensional Hilbert ID considering multi-window feature extraction for deep vision fault positioning of the transformer winding. Firstly, sweep frequency response data containing complex fault characteristics is obtained based on pspice simulation. Next, a multi-window feature extraction method with logarithmic constraints is introduced to process the original data to obtain feature sequences. Then the proposed Hilbert visualization is used to further highlight the graphic feature of the feature sequences, and obtain Hilbert ID (MAPE) dataset. Finally, it is used to conduct transfer learning on the convolutional neural network. Different intelligent positioning methods are compared, and the proposed deep vision fault positioning method is 6.51% higher than other methods on average. What's more, the positioning effects based on different data processing methods are also compared. The accuracy of the proposed Hibert ID (MAPE) dataset is 10.35% higher than the other data processing methods on average. Finally, the positioning accuracy of Hilbert ID (MAPE+CC) combining two feature sequences can reach 96.09%, having an increase of 2.50%.
KAMA: 3D Keypoint Aware Body Mesh Articulation (2021)

We present KAMA, a 3D Keypoint Aware Mesh Articulation approach that allows us to estimate a human body mesh from the positions of 3D body keypoints. To this end, we learn to estimate 3D positions of 26 body keypoints and propose an analytical solution to articulate a parametric body model, SMPL, via a set of straightforward geometric transformations. Since keypoint estimation directly relies on image clues, our approach offers significantly better alignment to image content when compared to state-of-the-art approaches. Our proposed approach does not require any paired mesh annotations and provides accurate mesh fittings through 3D keypoint regression only. Results on the challenging 3DPW and Human3.6M show that our approach yields state-of-the-art body mesh fittings.
TU-F-18A-04: Use of An Image-Based Material-Decomposition Algorithm for Multi-Energy CT to Determine Basis Material Densities (2014)

Purpose: Published methods for image-based material decomposition with multi-energy CT images have required the assumption of volume conservation or accurate knowledge of the x-ray spectra and detector response. The purpose of this work was to develop an image-based material-decomposition algorithm that can overcome these limitations. Methods: An image-based material decomposition algorithm was developed that requires only mass conservation (rather than volume conservation). With this method, using multi-energy CT measurements made with n=4 energy bins, the mass density of each basis material and of the mixture can be determined without knowledge of the tube spectra and detector response. A digital phantom containing 12 samples of mixtures from water, calcium, iron, and iodine was used in the simulation (Siemens DRASIM). The calibration was performed by using pure materials at each energy bin. The accuracy of the technique was evaluated in noise-free and noisy data under the assumption of an ideal photon-counting detector. Results: Basis material densities can be estimated accurately by either theoretic calculation or calibration with known pure materials. The calibration approach requires no prior information about the spectra and detector response. Regression analysis of theoretical values versus estimated values results in excellent agreement for both noise-free and noisy data. For the calibration approach, the R-square values are 0.9960+/−0.0025 and 0.9476+/−0.0363 for noise-free and noisy data, respectively. Conclusion: From multi-energy CT images with n=4 energy bins, the developed image-based material decomposition method accurately estimated 4 basis material density (3 without k-edge and 1 with in the range of the simulated energy bins) even without any prior information about spectra and detector response. This method is applicable to mixtures of solutions and dissolvable materials, where volume conservation assumptions do not apply. CHM receives research support from NIH and Siemens Healthcare.
1200 V, 150 A insulated-gate thyristors (2002)

A insulated-gate thyristor (IGTH) design for achieving high controllable current capability is described. A square-cellular design with high density of MOS-channels modulating the resistance of the base region of the NPN transistor of the thyristor structure is-used. The IGTH was fabricated using a double-diffused DMOS process and 1200 V devices with controllable currents in excess of 150 A were obtained.
Real-time detection and classification of traffic jams from probe data (2016)

In this paper we present our experience on detecting and classifying traffic jams in real time from probe data. We classify traffic jams at two levels. At a higher level, we classify traffic jams into recurring and non-recurring jams. Then at a lower level we identify accidents out of non-recurring jams based on features that characterize upstream and downstream traffic patterns. Accidents are highly unpredictable and usually create heavy and long lasting congestion, and therefore are particularly worth detecting. We discuss the challenges of detecting accidents in real time as well as our approaches and results.
Immune Response of Senegalese Sole against Betanodavirus Mutants with Modified Virulence (2021)

Nervous necrosis virus (NNV), genus <i>Betanodavirus</i>, the etiological agent of the viral encephalopathy and retinopathy (VER), presents a genome with two positive-sense single-stranded RNA segments. Striped jack nervous necrosis virus (SJNNV) and red-spotted grouper nervous necrosis virus (RGNNV), together with reassortants RGNNV/SJNNV, are the betanodaviruses predominantly isolated in Southern Europe. An RGNNV/SJNNV reassortant isolated from Senegalese sole (wt160) causes high mortalities in this fish species. This virus presents differences in the sequence of the 3' non-coding region (NCR) of both segments compared to RGNNV and SJNNV reference strains. Previously, it has been reported that the reversion of two of these differences (nucleotides 1408 and 1412) in the RNA2 3'NCR to the SJNNV-type (recombinant r1408-1412) resulted in a decrease in sole mortality. In the present study, we have applied an OpenArray<sup>®</sup> to analyse the involvement of sole immune response in the virulence of several recombinants: the r1408-1412 and two recombinants, developed in the present study, harbouring mutations at positions 3073 and 3093 of RNA1 3'NCR to revert them to RGNNV-type. According to the correlation values and to the number of expressed genes, the infection with the RNA2-mutant provoked the most different immune response compared to the immune response triggered after the infection with the rest of the viruses, and the exclusive and high upregulation of genes related to the complement system. The infection with the RNA1-mutants also provoked a decrease in mortality and their replication was delayed at least 24 h compared to the wt160 replication, which could provoke the lag observed in the immune response. Furthermore, the infection with the RNA1-mutants provoked the exclusive expression of <i>pkr</i> and the downregulation of <i>il17rc</i>.
[Synthesis and antidepressant activities of aryl alkanol piperidine derivatives]. (2010)

To explore novel monoamine reuptake inhibitor with antidepressant activity, a series of substituted aryl alkanol piperidine derivatives were designed and synthesized. All of them were new compounds, and their structures were confirmed with 1H NMR and HR-MS. The results showed that compounds 4, 5 and 8 displayed strong 5-HT, NA and DA reuptake inhibiting activities in vitro. Among the tested compounds, 4, 5 and 13 exhibited potent antidepressant activities in the mice forced swimming test. Compounds 4 and 5 have potent antidepressant activities and are worth further development.
Plasmonic Marangoni forces (2006)

Localized surface-tension-driven forces (microscale Marangoni effect) caused by a temperature inhomogeneity from the decay of optically excited surface plasmons into phonons have been engaged in the actuation of adsorbed and applied liquid on a thin metal film. Microfluidic operations of transport, separation, mixing, and sorting have been experimentally and theoretically demonstrated using this all-optical modulation scheme.
Diastolic function assessed from tagged MRI predicts heart failure and atrial fibrillation over an 8-year follow-up period: the multi-ethnic study of atherosclerosis (2013)

SRI predicts HF and AF over an 8-year follow-up period in a large population free of known CVD, independent of established risk factors and markers of subclinical CVD.
Preparation, characterization, and use of monoclonal antibodies to vitamin B6. (1983)

Monoclonal antibodies exhibiting various specificities for B6 vitamer forms have been prepared. The antigen preparation employed was a partially purified mixture of human placental proteins that had been derivatized by reaction with pyridoxal 5'-phosphate and sodium borohydride. Spleen cells obtained from mice immunized with the phosphopyridoxyl protein preparation were fused with the mouse myeloma cell line designated X63-Ag8.653. The resulting hybridomas were screened for production of antibodies to the haptenic phosphopyridoxyl group using an enzyme-linked immunosorbent assay. Clones producing such antibodies were isolated by limiting dilution methods. The monoclonal antibodies obtained in this fashion have been characterized with respect to their ability to interact with various forms of vitamin B6. In addition, these antibodies have been shown to be useful in the detection of cellular pyridoxal phosphate binding components using immunoblot techniques. Monoclonal antibodies to vitamin B6 derivatives are potentially powerful tools in the assessment of vitamin B6 nutritional status and in the study of the roles of pyridoxal phosphate binding components in relation to growth, differentiation, carcinogenesis, and steroid hormone action.
Accurate heart-rate estimation from face videos using quality-based fusion (2017)

Estimating heart rate (HR) accurately using face videos acquired from a low cost camera in contactless manner is of paramount importance for many real-world applications. Such existing systems perform spuriously due to change in camera parameters, respiration, facial expressions and environmental factors. This paper mitigates the issues for accurate HR estimation. The face video consisting of frontal, profile or multiple faces is divided into multiple overlapping fragments to determine HR estimates. The HR estimates are fused using quality-based fusion which aims to minimize illumination and face deformations. Experimental results demonstrate that the proposed system exhibit better performance than the state of the art systems and establishes the efficacy of the quality-based fusion in HR estimation.
Text line detection based on cost optimized local text line direction estimation (2015)

Text line detection is a critical step for applications in document image processing. In this paper, we propose a novel text line detection method. First, the connected components are extracted from the image as symbols. Then, we estimate the direction of the text line in multiple local regions. This estimation is, for the first time, to our knowledge, formulated in a cost optimization framework. We also propose an efficient way to solve this optimization problem. Afterwards, we consider symbols as nodes in a graph, and connect symbols based on the local text line direction estimation results. Last, we detect the text lines by separating the graph into subgraphs according to the nodes’ connectivities. Preliminary experimental results demonstrate that our proposed method is very robust to non-uniform skew within text lines, variability of font sizes, and complex structures of layout. Our new method works well for documents captured with flat-bed and sheet-fed scanners, mobile phone cameras, and with other general imaging assets.
Rectangle-efficient aggregation in spatial data streams (2012)

We consider the estimation of aggregates over a data stream of multidimensional axis-aligned rectangles. Rectangles are a basic primitive object in spatial databases, and efficient aggregation of rectangles is a fundamental task. The data stream model has emerged as a de facto model for processing massive databases in which the data resides in external memory or the cloud and is streamed through main memory. For a point p, let n(p) denote the sum of the weights of all rectangles in the stream that contain p. We give near-optimal solutions for basic problems, including (1) the k-th frequency moment Fk = ∑ points p|n(p)|k, (2)~the counting version of stabbing queries, which seeks an estimate of n(p) given p, and (3) identification of heavy-hitters, i.e., points p for which n(p) is large. An important special case of Fk is F0, which corresponds to the volume of the union of the rectangles. This is a celebrated problem in computational geometry known as "Klee's measure problem", and our work yields the first solution in the streaming model for dimensions greater than one.
Use of Nonblack Fillers in Tire Compounds (1996)

Abstract A variety of nonblack fillers are used in the rubber components of tires. Calcium carbonate, clay, precipitated silica, talc and titanium dioxide are used in white sidewall compounds to impart desired physical properties and appearance. Precipitated silica can be used in black sidewall compounds, including nonstaining EPDM black sidewalls, to significantly improve tear strength, cut-growth resistance and resistance to ozone aging. Precipitated silica is used extensively in wire coat compounds in conjunction with resorcinol and methylene donating resins, and can be used with organocobalt salts to improve adhesive properties, tear strength and cut-growth resistance. Calcium carbonate, clay, mica and talc are found in innerliner compounds, and precipitated silica can be used. Precipitated silica is used in the treads of off-the-road tires such as earthmover tires, in order to improve tear strength and cut-growth resistance. Clay and talc can be used in tire treads. Precipitated silica is also used in the treads of tires of vehicles used for highway driving, such as passenger cars and trucks, in order to reduce the rolling resistance and increase the wet traction of the tire. It is necessary to modify the surface of precipitated silica with a bifunctional organosilane coupling agent in order to maintain tire treadwear for highway vehicles. Figures 16 and 17 are pictorial summaries of the use of nonblack fillers and the benefits of using precipitated silica in the various components of tire compounds, respectively.
Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering (2020)

Differentiable rendering has paved the way to training neural networks to perform "inverse graphics" tasks such as predicting 3D geometry from monocular photographs. To train high performing models, most of the current approaches rely on multi-view imagery which are not readily available in practice. Recent Generative Adversarial Networks (GANs) that synthesize images, in contrast, seem to acquire 3D knowledge implicitly during training: object viewpoints can be manipulated by simply manipulating the latent codes. However, these latent codes often lack further physical interpretation and thus GANs cannot easily be inverted to perform explicit 3D reasoning. In this paper, we aim to extract and disentangle 3D knowledge learned by generative models by utilizing differentiable renderers. Key to our approach is to exploit GANs as a multi-view data generator to train an inverse graphics network using an off-the-shelf differentiable renderer, and the trained inverse graphics network as a teacher to disentangle the GAN's latent code into interpretable 3D properties. The entire architecture is trained iteratively using cycle consistency losses. We show that our approach significantly outperforms state-of-the-art inverse graphics networks trained on existing datasets, both quantitatively and via user studies. We further showcase the disentangled GAN as a controllable 3D "neural renderer", complementing traditional graphics renderers.
Familial Hypertrophic Cardiomyopathy in Maine Coon Cats (1999)

HCM in this family of Maine coon cats closely resembles the human form of FHCM and should prove a valuable tool for studying the gross, cellular, and molecular pathophysiology of the disease.