gebhart/patrepeval huggingface dataset:
Application of neural networks for sea ice classification in polarimetric SAR images (1995)

Several automatic methods have been developed to classify sea ice types from fully polarimetric synthetic aperture radar (SAR) images, and these techniques are generally grouped into supervised and unsupervised approaches. In previous work, supervised methods have been shown to yield higher accuracy than unsupervised techniques, but suffer from the need for human interaction to determine classes and training regions. In contrast, unsupervised methods determine classes automatically, but generally show limited ability to accurately divide terrain into natural classes. In this paper, a new classification technique is applied to determine sea ice types in polarimetric and multifrequency SAR images, utilizing an unsupervised neural network to provide automatic classification, and employing an iterative algorithm to improve the performance. The learning vector quantization (LVQ) is first applied to the unsupervised classification of SAR images, and the results are compared with those of a conventional technique, the migrating means method. Results show that LVQ outperforms the migrating means method, but performance is still poor. An iterative algorithm is then applied where the SAR image is reclassified using the maximum likelihood (ML) classifier. It is shown that this algorithm converges, and significantly improves classification accuracy. The new algorithm successfully identifies first-year and multiyear sea ice regions in the images at three frequencies. The results show that L- and P-band images have similar characteristics, while the C-band image is substantially different. Classification based on single features is also carried out using LVQ and the iterative ML method. It is found that the fully polarimetric classification provides a higher accuracy than those based on a single feature. The significance of multilook classification is demonstrated by comparing the results obtained using four-look and single-look classifications.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
Cloning and characterisation of GIRK1 variants resulting from alternative RNA editing of the KCNJ3 gene transcript in a human breast cancer cell line (2010)

The aim of this study was to investigate the impact of increased mRNA levels encoding GIRK1 in breast tumours on GIRK protein expression. mRNA levels encoding hGIRK1 and hGIRK4 in the MCF7, MCF10A and MDA-MB-453 breast cancer cell lines were assessed and the corresponding proteins detected using Western blots. cDNAs encoding for four hGIRK1 splice variants (hGIRK1a, 1c, 1d and 1e) were cloned from the MCF7 cell line. Subcellular localisation of fluorescence labelled hGIRK1a-e and hGIRK4 and of endogenous GIRK1 and GIRK4 subunits was monitored in the MCF7 cell line. All hGIRK1 splice variants and hGIRK4 were predominantly located within the endoplasmic reticulum. Heterologous expression in Xenopus laevis oocytes and two electrode voltage clamp experiments together with confocal microscopy were performed. Only the hGIRK1a subunit was able to form functional GIRK channels in connection with hGIRK4. The other splice variants are expressed, but exert a dominant negative effect on heterooligomeric channel function. Hence, alternative splicing of the KCNJ3 gene transcript in the MCF7 cell line leads to a family of mRNA's, encoding truncated versions of the hGIRK1 protein. The very high abundance of mRNA's encoding GIRK1 together with the presence of GIRK1 protein suggests a pathophysiological role in breast cancer.
Fundamentals of Plasma Polymerization (1976)

Abstract The plasma polymerization of ethylene is used as an example through which to discuss the elementary steps involved in forming a polymer in an electric discharge. The relationship of the experimentally controlled variables to the rate of formation of first generation active species is discussed. These species are related, in turn, to the overall rate of polymerization through a simple model. Two asymptotic conditions are discussed which correspond to minimal and total conversion of monomer to polymer. The dependence of polymer deposition rate on monomer flow rate predicted by the model is found to correspond very closely to that observed experimentally. The predicted effect of gas pressure on polymer deposition rate also agrees with that found experimentally.
Thermal Curing of Hydrogen Silsesquioxane (2000)

Thin film characterization techniques such as Fourier transform infrared spectroscopy and ellipsometry and thermal analysis techniques such as differential scanning calorimetry, thermogravimetric analysis, and dielectric thermal analysis were used to monitor the thermal curing of hydrogen silsesquioxane. This study gives evidence which support the notion that the redistribution of Si‒O and Si‒H bonds is the reaction mechanism responsible for the chemical changes induced by heating. Curing of hydrogen silsesquioxane is found to be accompanied by weight loss, dimension change, and change in dielectric properties. A three‐stage curing process has been postulated based on the data collected. © 2000 The Electrochemical Society. All rights reserved.
Absent Platelet Aggregation with Normal Fibrinogen Binding in Basset Hound Hereditary Thrombopathy (1989)

Platelets from dogs with Basset Hound Hereditary Thrombopathy (BHT) initially displayed a thrombasthenia-like aggregation defect but have been shown to have normal amounts of platelet membrane glycoproteins IIb and IIIa (GPIIb-IIIa), and therefore are more accurately described as thrombopathic. The presence of normal quantities of GPIIb-IIIa, however, did not rule out the possibility of a functionally abnormal glycoprotein complex which would be unable to bind radio-labeled fibrinogen. Therefore, fibrinogen binding in BHT platelets was evaluated. Platelets from BHT and normal dogs were activated with 1 x 10(-5) M ADP in the presence of 125I-fibrinogen and the surface-bound radioactivity was quantitated. The amount of fibrinogen bound by BHT dog platelets was not significantly different than that bound by normal dog platelets. Platelets from dogs with BHT bound 30,282 +/- 3,133 and normal dog platelets bound 31,664 +/- 2,772 molecules of fibrinogen per platelet. The quantitatively normal GPIIb-IIIa complex binds fibrinogen in normal amounts and does not seem to represent the abnormality responsible for the aggregation defect in BHT platelets. Therefore, other factors central to normal platelet function and related to platelet aggregation must be considered.
Biodistribution of Indocyanine Green in a Porcine Burn Model (1997)

The intensity of ICG fluorescence measured at the surface of the wound for burns of similar age was shown to decrease exponentially with the depth of the burn. The enhanced fluorescence of partial-thickness burns is attributable to increased permeability, and the decreased signal associated with deeper injuries is attributable to vascular occlusion. These results suggest that it is possible to differentiate burns that will heal spontaneously with minimal granulation from those that will not by measuring the intensity of ICG fluorescence.
Realistic modelling of observed seismic motion in compIex sedimentary basins (1994)

Three applications of a numerical technique are illustrated to model realistically the seismic ground motion for complex two-dimensional structures. First we consider a sedimentary basin in the Friuli region, and we model strong motion records from an aftershock of the 1976 earthquake. Then we simulate the ground motion caused in Rome by the 1915, Fucino (Italy) earthquake, and we compare our modelling with the damage distribution observed in the town. Finally we deal with the interpretation of ground motion recorded in Mexico City, as a consequence of earthquakes in the Mexican subduction zone. The synthetic signals explain the major characteristics (relative amplitudes, spectral amplification, frequency content) of the considered seismograms, and the space distribution of the available macroseismic data. For the sedimentary basin in the Friuli area, parametric studies demonstrate the relevant sensitivity of the computed ground motion to small changes in the subsurface topography of the sedimentary basin, and in the velocity and quality factor of the sediments. The relative Arias Intensity, determined from our numerical simulation in Rome, is in very good agreoment with the distribution of damage observed during the Fucino earthquake. For epicentral distances in the range 50 km-100 km, the source location and not only the local soil conditions control the local effects. For Mexico City, the observed ground motion can be explained as resonance effects and as excitation of local surface waves, and the theoretical and the observed maximum spectral amplifications are very similar. In general, our numerical simulations estimate the maximum and average spectral amplification for specific sites, i.e. they are a very powerful tool for accurate micro-zonation
Translation-Triggered Prefetching (2017)

We propose translation-enabled memory prefetching optimizations or TEMPO, a low-overhead hardware mechanism to boost memory performance by exploiting the operating system's (OS) virtual memory subsystem. We are the first to make the following observations: (1) a substantial fraction (20-40%) of DRAM references in modern big- data workloads are devoted to accessing page tables; and (2) when memory references require page table lookups in DRAM, the vast majority of them (98%+) also look up DRAM for the subsequent data access. TEMPO exploits these observations to enable DRAM row-buffer and on-chip cache prefetching of the data that page tables point to. TEMPO requires trivial changes to the memory controller (under 3% additional area), no OS or application changes, and improves performance by 10-30% and energy by 1-14%.
“Bare” Iron Methoxide Cation:  A Simple Model To Probe the Mechanism of β-Hydrogen Transfer in Organometallic Compounds (1996)

Iron methoxide cation, Fe(OCH3)+ (1), and its tautomer, the formaldehyde complex of the iron hydride cation, HFe(OCH2)+ (2), have been examined in combined mass spectrometric and computational studies. Although the experimental methods used for ion generation yield two isomers, largely because intermolecular isomerization is facile, differentiation of them is straightforward. Fe(OCH3)+ corresponds to the global minimum of the [Fe,C,H3,O]+ potential-energy hypersurface with an experimentally determined bond-dissociation energy of 69 ± 2 kcal/mol for the Fe+−OCH3 bond. In the gas phase, Fe(OCH3)+ can isomerize via a β-hydrogen transfer to HFe(OCH2)+, which is experimentally found to be 15 ± 4 kcal/mol less stable than Fe(OCH3)+. The experiments suggest and the calculations predict that the two isomers are separated by a significant activation barrier. According to the calculations both species exhibit quintet ground states and the transition structure associated with their interconversion on the quintet potential-energy hypersurface is 37 kcal/mol above Fe(OCH3)+. Consideration of the excited triplet surface indicates that the barrier for the β-hydrogen transfer connecting both isomers may be lowered substantially by additional ligands. Moreover, in the complexes Fe(L)(OCH3)+ (L = C2H4, CH2O) direct H-transfer from the OCH3 ligand to L may occur without involving an iron hydride as an intermediate.
Platelet-Derived Growth Factor Receptor-Tyrosine Kinase Inhibitor, Imatinib, Is Effective for Treating Pulmonary Hypertension Induced by Pulmonary Tumor Thrombotic Microangiopathy (2015)

Pulmonary hypertension (PH) induced by pulmonary tumor thrombotic microangiopathy (PTTM) can be fatal because its rapid progression confounds diagnosis, and it is difficult to control with therapy. Here we describe a woman with symptomatic PTTM-PH accompanying gastric cancer that was suspected from perfusion scintigraphy. PTTM-PH was diagnosed by gastroesophageal endoscopy and lung biopsy after partial control of PH using the platelet-derived growth factor (PDGF) receptor (PDGFR) tyrosine kinase inhibitor, imatinib. Treatment with sildenafil and ambrisentan further decreased PH, and she underwent total gastrectomy followed by adjuvant TS-1 chemotherapy. PH did not recur before her death from metastasis. Postmortem histopathology showed recanalized pulmonary arteries where the embolized cancer masses disappeared. PDGF-A, -B, and PDGFR-α, β expression was detected in cancer cells and proliferating pulmonary vascular endothelial cells. Thus, PTTM-PH was successfully controlled using a combination of imatinib, drugs to treat pulmonary arterial hypertension, and cancer management.
Acne Treatment Based on Selective Photothermolysis of Sebaceous Follicles with Topically Delivered Light-Absorbing Gold Microparticles (2015)

The pathophysiology of acne vulgaris depends on active sebaceous glands, implying that selective destruction of sebaceous glands could be an effective treatment. We hypothesized that light-absorbing microparticles could be delivered into sebaceous glands, enabling local injury by optical pulses. A suspension of topically applied gold-coated silica microparticles exhibiting plasmon resonance with strong absorption at 800 nm was delivered into human pre-auricular and swine sebaceous glands in vivo, using mechanical vibration. After exposure to 10-50 J cm(-2), 30 milliseconds, 800 nm diode laser pulses, microscopy revealed preferential thermal injury to sebaceous follicles and glands, consistent with predictions from a computational model. Inflammation was mild; gold particles were not retained in swine skin 1 month after treatment, and uptake in other organs was negligible. Two independent prospective randomized controlled clinical trials were performed for treatment of moderate-to-severe facial acne, using unblinded and blinded assessments of disease severity. Each trial showed clinically and statistically significant improvement of inflammatory acne following three treatments given 1-2 weeks apart. In Trial 2, inflammatory lesions were significantly reduced at 12 weeks (P=0.015) and 16 weeks (P=0.04) compared with sham treatments. Optical microparticles enable selective photothermolysis of sebaceous glands. This appears to be a well-tolerated, effective treatment for acne vulgaris.
Growth and Properties of PbTiO<sub>3</sub> Thin Films by Photoenhanced Chemical Vapor Deposition (1991)

The photoenhanced chemical vapor deposition (CVD) of PbTiO 3 thin films was carried out using tetraethyl lead, titanium tetraisopropoxide and nitrogen dioxide. The use of NO 2 and UV light irradiation during the growth run affected the crystalline quality and dielectric properties of films. The photodeposited films with a perovskite structure were obtained on sapphire at substrate temperatures above 530°C. In this study, it was found that the photodissociation of NO 2 played an important role in decreasing the growth temperature. The step coverage characteristics of films were also investigated.
Performance of microstrip antennas in the presence of EBG in an indoor localization system (2011)

Indoor localization systems in nowadays is a huge area of interest not only at academic but also at industry and commercial level. The correct location in these systems is strongly influenced by antennas performance which can provide several gains, bandwidths, polarizations and radiation patterns, due to large variety of antennas types and formats. This paper presents the design, manufacture and measurement of a compact microstrip antenna, for a 2.4 GHZ frequency band, enhanced with the use of Electromagnetic Band-Gap (EBG) structures, which improve the electromagnetic behavior of the conventional antennas. The microstrip antenna with an EBG structure integrated allows an improvement of the location system performance in about 25% to 30% relatively to a conventional microstrip antenna.
Characterization of the Rous sarcoma virus transforming gene product. (1983)

This report describes quantitative results of in vitro phosphorylation of the Rous sarcoma virus transforming gene product, pp60src, using ATP or GTP as phosphate donors. The Km values for the phosphorylation of pp60src by ATP and GTP were similar (10-36 and 25-36 microM, respectively) and the Vmax values were different (5-7 and 1.5-1.7 nmol min-1 mg-1 of pp60src, respectively). The radiolabeling of pp60src by [gamma-32P] ATP was inhibited by ADP and dATP at 20-fold higher concentrations by 75 and 83%, respectively. Other nucleotides served as weaker inhibitors under the same conditions. The radiolabeling of pp60src by [gamma-32P]GTP had lower specificity for this nucleotide, since ATP, dATP, ADP, dGTP, GDP, and TTP had at least a 50% inhibitory effect. The phosphorylated products of approximate Mr = 60,000 that were produced with ATP or GTP were shown to be the same protein molecule since they both could be immunoprecipitated with antibody raised against p60src produced by bacterial recombinants. Structural analysis revealed that the use of GTP resulted in phosphorylation of a tyrosine residue on the COOH-terminal region of pp60src, apparently the same site which contains the tyrosine phosphorylated in infected cells. In contrast, the use of ATP resulted in phosphorylation of several additional tyrosine residues on the NH2-terminal region of the molecule. In thermolability studies, the t1/2 values for the phosphorylation of pp66src in preparations from wild type virus-infected chicken cells were 5.1 min for both ATP and GTP, whereas the t1/2 values for the phosphorylation of pp60src in preparations from temperature-sensitive transformation mutant-infected cells were 1.1 min for both phosphate donors. Similar observations were found with alpha-casein as substrate.
The V Protein of Canine Distemper Virus Is Required for Virus Replication in Human Epithelial Cells (2013)

Canine distemper virus (CDV) becomes able to use human receptors through a single amino acid substitution in the H protein. In addition, CDV strains possessing an intact C protein replicate well in human epithelial H358 cells. The present study showed that CDV strain 007Lm, which was isolated from lymph node tissue of a dog with distemper, failed to replicate in H358 cells, although it possessed an intact C protein. Sequence analyses suggested that a cysteine-to-tyrosine substitution at position 267 of the V protein caused this growth defect. Analyses using H358 cells constitutively expressing the CDV V protein showed that the V protein with a cysteine, but not that with a tyrosine, at this position effectively blocked the interferon-stimulated signal transduction pathway, and supported virus replication of 007Lm in H358 cells. Thus, the V protein as well as the C protein appears to be functional and essential for CDV replication in human epithelial cells.
The universality of LDPC codes on wireless channels (2004)

Root and Variaya proved the existence of codes that can communicate reliably over any linear Gaussian channel for which the mutual information exceeds the information rate of the code. In this paper we demonstrate that properly designed low-density parity-check (LDPC) codes are such codes and that their performance lies in close proximity to the Root and Variaya capacity for the linear Gaussian vector channels (a.k.a. space-time channels). We also demonstrate the robustness of the codes on the partial-band jamming channel and in fast Rayleigh fading.
Status of the Dielectric Wall Accelerator (2010)

The dielectric wall accelerator (DWA) system being developed at the Lawrence Livermore National Laboratory (LLNL) uses fast switched high voltage transmission lines to generate pulsed electric fields on the inside of a high gradient insulating (HGI) acceleration tube. High electric field gradients are achieved by the use of alternating insulators and conductors and short pulse times. The system is capable of accelerating any charge to mass ratio particle. Applications of high gradient proton and electron versions of this accelerator will be discussed. The status of the developmental new technologies that make the compact system possible will be reviewed. These include, high gradient vacuum insulators, solid dielectric materials, photoconductive switches and compact proton sources.
Beyond broadcast (2003)

This research discusses a method for delivering just-in-time information to television viewers to provide more depth and more breadth to television broadcasts. A novel aspect of this research is that it uses broadcast news as a starting point for gathering information regarding specific stories, as opposed to considering the broadcast version to be the end of the viewers exploration. This work is implemented in Cronkite, a system that provides viewers with expanded coverage of broadcast news stories.
TROPIX power system architecture (1995)

This document contains results obtained in the process of performing a power system definition study of the TROPIX power management and distribution system (PMAD). Requirements derived from the PMADs interaction with other spacecraft systems are discussed first. Since the design is dependent on the performance of the photovoltaics, there is a comprehensive discussion of the appropriate models for cells and arrays. A trade study of the array operating voltage and its effect on array bus mass is also presented. A system architecture is developed which makes use of a combination of high efficiency switching power convertors and analog regulators. Mass and volume estimates are presented for all subsystems.
Respuesta productiva y fermentación ruminal en borregos alimentados con grano de sorgo tratado con amilasas (2002)

Resumen es: Algunas enzimas amiloliticas industriales pueden incrementar la digestibilidad in vitro del almidon y es posible usarlas como aditivos en dietas con un...
Parallel I/O prefetching using MPI file caching and I/O signatures (2008)

Parallel I/O prefetching is considered to be effective in improving I/O performance. However, the effectiveness depends on determining patterns among future I/O accesses swiftly and fetching data in time, which is difficult to achieve in general. In this study, we propose an I/O signature-based prefetching strategy. The idea is to use a predetermined I/O signature of an application to guide prefetching. To put this idea to work, we first derived a classification of patterns and introduced a simple and effective signature notation to represent patterns. We then developed a toolkit to trace and generate I/O signatures automatically. Finally, we designed and implemented a thread-based client-side collective prefetching cache layer for MPI-IO library to support prefetching. A prefetching thread reads I/O signatures of an application and adjusts them by observing I/O accesses at runtime. Experimental results show that the proposed prefetching method improves I/O performance significantly for applications with complex patterns.
Transparent and Superamphiphobic Surfaces from Mushroom-Like Micropillar Arrays (2015)

Transparent, superamphiphobic surfaces that repel both water and oils are prepared from mushroom-like micropillar arrays consisting of nanoparticles only at the top of the pillars by controlled compartment filling of silica nanoparticles into the bottom of the poly(dimethylsiloxane) (PDMS) mold, followed by infiltration of epoxy and UV curing. Because silica nanoparticle decorated pillar heads are more resistant to O2 plasma than the polymer pillars, we can precisely control the head size of micropillars and nanoroughness on top of the pillar heads by varying the O2 plasma time. The combination of nanoroughness and mushroom-like micropillars leads to superhydrophobicity and oil repellency to different organic solvents. High transparency is achieved by increasing the spacing ratio of micropillars. Last, we demonstrate anisotropic wetting on the hierarchical surface can be achieved by combining photolithography, replica molding, and self-assembly techniques.