gebhart/patrepeval huggingface dataset:
Improved electrochemical performance of Fe-N-C catalysts through ionic liquid modification in alkaline media (2017)

It is well known that Fe-N-C catalysts reach a significantly better ORR activity in alkaline compared to acidic electrolyte. This advantage makes the material of interest for application in alkaline fuel cells. Beside this, for Pt/C catalyst it is known that the performance in acid can be significantly enhanced through ionic liquid modification following the Solid Catalysts with Ionic Liquid Layer (SCILL) concept. In our current study we combine both advantages and investigate for two Fe-N-C catalysts prepared either with or without sulfur in the precursor mixture the effect of IL modification. The unmodified catalysts are characterized using X-ray induced photoelectron spectroscopy (XPS), 57Fe Mößbauer and Raman spectroscopy as well as N2 sorption. The electrochemical behavior of the unmodified catalyst and with different pore-filling degrees of ionic liquid (IL) is analysed with respect to double layer capacitance, ORR activity and stability in accelerated stress tests mimicking the load-cycle conditions.
Design of a sensor network based security system (2011)

In this paper a wireless distributed building safety and security framework will be introduced. The main design goals of the system are completely distributed operation, flexibility, robustness, fast response time, and energy efficiency. The framework uses low duty cycle TDMA-based communication scheme, where the scheduling is the result of optimization, based on network discovery measurements. The hardware and software architecture of a prototype system is introduced.
Face Recognition using Eigenvector and Principle Component Analysis (2012)

Face recognition is an important and challenging field in computer vision. This research present a system that is able to recognize a person's face by comparing facial structure to that of a known person which is achieved by using frontal view facing photographs of individuals to render a two-dimensional representation of a human head. Various symmetrization techniques are used for preprocessing the image in order to handle bad illumination and face alignment problem. We used Eigenface approach for face recognition. Eigenfaces are eigenvectors of covariance matrix, representing given image space. Any new face image can then be represented as a linear combination of these Eigenfaces. This makes it easier to match any two given images and thus face recognition process. The implemented eigenface-based technique classified the faces 95% correctly.
Tailoring iron complexes for ethylene oligomerization and/or polymerization (2012)

Recent progress in the use of iron-based complex pre-catalysts for ethylene reactivity is reviewed, illustrating the current state-of-the-art and the potential usefulness of such systems for delivering solely ethylene oligomerization or polymerization products. The problems associated with the industrial use of late transition metal complex pre-catalysts are generally regarded as catalyst deactivation and the formation of more products of lower molecular weight at elevated temperature. These problems have been addressed for iron-based complex pre-catalysts via the fine tuning of substituents of existing ligands and/or the design of new ligand sets. Results revealed that modified bis(imino)pyridyliron dichlorides were capable of operating at elevated temperatures, and were capable of delivering highly linear polyethylene. Other new models of iron complexes have achieved high activity for ethylene oligomerization and/or polymerization. Particularly successful has been the use of the 2-iminophenanthrolyliron pre-catalyst, which have now been utilized in a 500 tonne pilot plant.
Efficacy of sodium hypochlorite and chlorhexidine against Enterococcus faecalis: a systematic review (2008)

The efficacy of the sodium hypochlorite (NaOCl) and chlorhexidine (CHX) on Enterococcus faecalis was evaluated by systematic review and meta-analysis. The search strategies included search in electronic biomedical journal databases (MEDLINE, EMBASE, CENTRAL) and handsearching records, using different matches of keywords for NaOCl, CHX and Enterococcus faecalis. From 41 in vivo studies, 5 studies met the inclusion criteria. In a sample containing 159 teeth, E. faecalis was detected initially in 16 (10%) teeth by polymerase chain reaction (PCR) and 42 (26.4%) teeth by microbial culture techniques. After root canal disinfection, this species was observed in 11 (6.9%) teeth by PCR and 12 (7.5%) teeth by culture. Risk differences of included studies were combined as generic inverse variance data type (Review Manager Version 5.0 _ Cochrane Collaboration, http://www.cc-ims.net, accessed 15 May 2008), taking into account the separate tracking of positive and negative cultures/PCR. The level of statistical significance was set at p<0.05. In conclusion, NaOCl or CHX showed low ability to eliminate E. faecalis when evaluated by either PCR or culture techniques.
What If You Couldn’t Remember… (1999)

On a balmy August morning in 1996, Frank Favaloro '96 was preparing for one of those days that marks a turning point in any student's life. With a Ryder van parked in front of his parents' Norfolk, Mass., home, he was ready to embark on a new academic adventure at the University of Pennsylvania. But then something went wrong. While attempting to lower a futon mattress from his attic, Favaloro lost his balance, fell down a flight of stairs and lost consciousness. After that fateful day in August, Favaloro's future would be forever altered.
Manufacturing Process for Hybrid Microcircuits Containing Vias (1976)

Hybrid microcircuits designed for use in radars require metallized vias to interconnect front-side tantalum-nitride chromium-gold thin-film networks with metallized back-side ground planes on 95 X 114-mm alumina substrates. Processes were developed for fabricating precision holes in alumina substrates, metallizing substrates on both sides and through the via, and dry-film lithographing 6- µm-thick gold to linewidths and spacings of 127 µm. Front- and back-side resistance measurements through the via were used to determine the surface finish and metallization thickness on the via wall. Hole fabrication methods investigated included ultrasonic drilling in already-fired alumina and punching or drilling holes in green alumina before the firing. Photolithography techniques were developed which protect both sides of the substrate and the vias from etchants and delineate a thin-film network consistent with critical hybrid-microelectronic-circuit (HMC) linewidth tolerances for RF circuits. A metallization technique was developed, using a planetary system, to evaporate chromium-gold on the front and back side (while simultaneously depositing the metallization on the via wall). Front-side-to-backside resistance measurements through the via showed that the manufacturing methods used were compatible with a stable low-resistance connection for RF circuitry in hybrid microcircuits.
A Survey of Technologies for Parsing and Indexing Digital Video1 (1996)

In the future we.envision systems that will provide video information delivery services to customers on a very large scale. These systems must provide customers with mechanisms to select programs of their choice from live broadcasts. Customers should also be provided with easy means of browsing and accessing prerecorded digital data (e.g., distributed digital multimedia libraries), and downloading data from other information sources. To be viable for such large information sets, these systems must understand customer preferences and tailor the available information to the customer's needs. To support this vision, a number of issues must be addressed and obstacles overcome. Intuitive interfaces, powerful query formulation and evaluation techniques, comprehensive data models, and flexible presentation functionalities must be developed. To realize these components, an effective query evaluation engine with the capabilities of query resolution in different content-specific formats (e.g., by graphics, by image, by sound) and in different domain-specific models (e.g., database of movies, database of newsclips) should be present. Additionally, the digital video database will require an efficient indexing system for easy access to the stored information. In this paper we discuss existing research trends in this area and requirements for future data delivery systems. An overview of video indexing is presented followed by a discussion on current indexing techniques.
iWinRNFL: A Simple, Interpretable & Well-Calibrated In-Game Win Probability Model for NFL (2017)

During the last few sports seasons a lot of discussion has been generated for the several, high-profile, "comebacks" that were observed in almost all sports. The Cavaliers won the championship after being down 3-1 in the 2016 NBA finals' series against the Golden State Warriors, which was exactly the case for Chicago Cubs and the World Series. The Patriots won the Super Bowl in 2016 even though they were trailing by 25 points late in the third quarter, while FC Barcelona in the top-16 round of the 2016-17 Champions League scored 3 goals during the last 7 minutes of the game (including stoppage time) against PSG to advance in the tournament. This has brought the robustness and accuracy of the various probabilistic prediction models under high scrutiny. Many of these models are proprietary, which makes it hard to evaluate. In this paper, we build a simple and open, yet robust and well-calibrated, in-game probability model for predicting the winner in an NFL (iWinRNFL) game. In particular, we build a logistic regression model that utilizes a set of 10 variables to predict the running win probability for the home team. We train our model using detailed play-by-play data from the last 7 NFL seasons obtained through the league's API. Our results indicate that in 75% of the cases iWinRNFL provides an accurate winner projection, as compared to a 63% accuracy of a baseline pre-game win probability model. Most importantly the probabilities that iWinRNFL provides are well-calibrated. Finally, we have also evaluated more complex, non-linear, models using the same set of features, without any significant improvement in performance.
A new method of accurate hand- and arm-tracking for small primates (2012)

The investigation of grasping movements in cortical motor areas depends heavily on the measurement of hand kinematics. Currently used methods for small primates need either a large number of sensors or provide insufficient accuracy. Here, we present both a novel glove based on electromagnetic tracking sensors that can operate at a rate of 100 Hz and a new modeling method that allows to monitor 27 degrees of freedom (DOF) of the hand and arm using only seven sensors. A rhesus macaque was trained to wear the glove while performing precision and power grips during a delayed grasping task in the dark without noticeable hindrance. During five recording sessions all 27 joint angles and their positions could be tracked reliably. Furthermore, the field generator did not interfere with electrophysiological recordings below 1 kHz and did not affect single-cell separation. Measurements with the glove proved to be accurate during static and dynamic testing (mean absolute error below 2° and 3°, respectively). This makes the glove a suitable solution for characterizing electrophysiological signals with respect to hand grasping and in particular for brain-machine interface applications.
Large-scale evaluation of multimodal biometric authentication using state-of-the-art systems (2005)

We examine the performance of multimodal biometric authentication systems using state-of-the-art Commercial Off-the-Shelf (COTS) fingerprint and face biometric systems on a population approaching 1,000 individuals. The majority of prior studies of multimodal biometrics have been limited to relatively low accuracy non-COTS systems and populations of a few hundred users. Our work is the first to demonstrate that multimodal fingerprint and face biometric systems can achieve significant accuracy gains over either biometric alone, even when using highly accurate COTS systems on a relatively large-scale population. In addition to examining well-known multimodal methods, we introduce new methods of normalization and fusion that further improve the accuracy.
Vestibular activation by bone conducted sound (2003)

Bone conducted sound evokes p1n1 responses (bone conducted VEMP) which are a useful measure of vestibular function, especially in the presence of conductive hearing loss. For a given perceptual intensity, bone conducted sound activates the vestibular apparatus more effectively than air conducted sound.
Effects of oocyte maturation media on development of pig embryos produced by <i>in vitro</i> fertilization (1997)

Few embryos derived from pig oocytes matured and inseminated in vitro are able to develop to blastocyts in culture. The present study was conducted to examine the effects of oocyte maturation media on the developmental ability of pig oocytes matured and inseminated in vitro. Follicular oocytes collected from ovaries of prepubertal gilts were cultured in NCSU23 medium, tissue culture medium 199 or a modified Whitten's medium. All of the media were supplemented with 0.57 mmol cysteine l-1 and 10% pig follicular fluid. After maturation, some of the oocytes were used for examination of intracellular glutathione content, nuclear maturation and cortical granule distribution. The other oocytes were inseminated in vitro in a modified Tris-buffered medium with cryopreserved, ejaculated spermatozoa for examination of cortical reaction, sperm penetration, male pronuclear formation and blastocyst development. No differences (P > 0.05) were observed in nuclear maturation, cortical granule distribution, sperm penetration, male pronuclear formation, polyspermy and cleavage in oocytes matured in the three media. However, significant (P < 0.05) differences were observed in glutathione content, cortical granule exocytosis, blastocyst development and number of cells in blastocysts. NCSU23 medium gave the best results of the three media, resulting in 5.8 pmol glutathione per oocyte, 97% of cortical granule exocytosis, 30% blastocyst development and 36.8 +/- 17.0 cells per blastocyst. These results clearly indicate that cytoplasmic maturation of pig oocytes was significantly affected by oocyte maturation media even in the presence of cysteine and pig follicular fluid. In addition, it was demonstrated that a large proportion of pig oocytes can develop to blastocysts under in vitro conditions.
Signalling of Point to Multipoint Trees in Metro Ethernet and Core Networks (2011)

Diplomityössä tutustuttiin IPTV-kanavien siirtoon Core-verkosta MetroEthernet-verkon asiakasta lähinnä olevalle laidalle. Tavoitteena oli kehittää nopeampi ratkaisu monilähetyspuiden konfigurointiin laitevalmistajan toteuttamilla protokollilla. Nykyinen ratkaisu, jossa käytetään Resource reSerVation Protocol:ia MultiProtocol Label Switching-tunneleiden signaloimiseen, Internet Group Management Protocol Snooping:ia halukkaiden vastaanottajien kartoittamiseen sekä Protocol Independent Multicast-Source Specific Multicast:ia runkoverkon monilähetykseen on liian työläs. Uudet ratkaisut, joissa yhdistellään RSVP:tä, point-to-multipoint RSVP:tä, Fast ReRoutea ja PIM-SSM:ia testataan TeliaSoneran tietoverkkolaboratoriossa. Tulosten perusteella ei voida sanoa paljoa varmasti, mutta FRR ME-verkossa vaikuttaa helppokäyttöiseltä ja toimivalta ratkaisulta. Lisäksi P2MP RSVP-TE herätti toiveita nopeammin vikatilanteista toipuvasta monilähetysratkaisusta runkoverkosta, kunhan ilmenneiden vikojen syyt saadaan selville.
Distinct populations of inflammatory fibroblasts and myofibroblasts in pancreatic cancer (2017)

Pancreatic stellate cells (PSCs) differentiate into cancer-associated fibroblasts (CAFs) that produce desmoplastic stroma, thereby modulating disease progression and therapeutic response in pancreatic ductal adenocarcinoma (PDA). However, it is unknown whether CAFs uniformly carry out these tasks or if subtypes of CAFs with distinct phenotypes in PDA exist. We identified a CAF subpopulation with elevated expression of α-smooth muscle actin (αSMA) located immediately adjacent to neoplastic cells in mouse and human PDA tissue. We recapitulated this finding in co-cultures of murine PSCs and PDA organoids, and demonstrated that organoid-activated CAFs produced desmoplastic stroma. The co-cultures showed cooperative interactions and revealed another distinct subpopulation of CAFs, located more distantly from neoplastic cells, which lacked elevated αSMA expression and instead secreted IL6 and additional inflammatory mediators. These findings were corroborated in mouse and human PDA tissue, providing direct evidence for CAF heterogeneity in PDA tumor biology with implications for disease etiology and therapeutic development.
A datapath synthesis system for the reconfigurable datapath architecture (1995)

A datapath synthesis system (DPSS) for the reconfigurable datapath architecture (rDPA) is presented. The DPSS allows automatic mapping of high level descriptions onto the rDPA without manual interaction. The required algorithms of this synthesis system are described in detail. Optimization techniques like loop folding or loop unrolling are sketched. The rDPA is scalable to arbitrarily large arrays and reconfigurable to be adaptable to the computational problem. Fine grained parallelism is achieved by using simple reconfigurable processing elements which are called datapath units (DPUs). The rDPA can be used as a reconfigurable ALU for bus oriented systems as well as for rapid prototyping of high speed datapaths.
Pseudomonas Bacteremia in a Community Teaching Hospital, 1980-1984 (1989)

The epidemiologic characteristics, clinical course, and outcome of 96 episodes of pseudomonas bacteremia occurring during 1980-1984 in a community teaching hospital are reviewed. The male-to-female ratio for the patients involved was 1.9:1. The mean age was 64 years, and 41 patients were greater than or equal to 70 years of age. Sixty-two episodes were nosocomially acquired; nine were acquired in nursing homes. Twenty episodes were polymicrobial. The respiratory and genitourinary tracts were the most common sources of bacteremia. Seven patients had splenectomies prior to the onset of bacteremia. The overall mortality was 61%; mortality attributable to pseudomonas bacteremia was 48%. Statistically significant differences in mortality were related to underlying conditions and portal of entry. Findings in this series were compared with those in published series from different institutions over a period of years. Pseudomonas bacteremia remains a major infection in patients with underlying diseases and continues to cause high mortality in the 1980s.
Self‐Assembly of Bidentate Ligands for Combinatorial Homogeneous Catalysis Based on an A–T Base‐Pair Model (2005)

The odd couple: Inspired by the principle of DNA base pairing a conceptually new approach for the generation of a heterobidentate-ligand library based on self-assembly through hydrogen-bonding is realized. From a 4×4 library a catalyst that shows outstanding activity and excellent regioselectivity could be identified (see scheme; FGR=functional group, Do=donor group).
A Survey on Machine Learning from Few Samples (2020)

Few sample learning (FSL) is significant and challenging in the field of machine learning. The capability of learning and generalizing from very few samples successfully is a noticeable demarcation separating artificial intelligence and human intelligence since humans can readily establish their cognition to novelty from just a single or a handful of examples whereas machine learning algorithms typically entail hundreds or thousands of supervised samples to guarantee generalization ability. Despite the long history dated back to the early 2000s and the widespread attention in recent years with booming deep learning technologies, little surveys or reviews for FSL are available until now. In this context, we extensively review 300+ papers of FSL spanning from the 2000s to 2019 and provide a timely and comprehensive survey for FSL. In this survey, we review the evolution history as well as the current progress on FSL, categorize FSL approaches into the generative model based and discriminative model based kinds in principle, and emphasize particularly on the meta learning based FSL approaches. We also summarize several recently emerging extensional topics of FSL and review the latest advances on these topics. Furthermore, we highlight the important FSL applications covering many research hotspots in computer vision, natural language processing, audio and speech, reinforcement learning and robotic, data analysis, etc. Finally, we conclude the survey with a discussion on promising trends in the hope of providing guidance and insights to follow-up researches.
Scaling Multi-Domain Dialogue State Tracking via Query Reformulation (2019)

Pushpendre Rastogi, Arpit Gupta, Tongfei Chen, Mathias Lambert. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Industry Papers). 2019.
A Calixarene-Based Fluorogenic Reagent for Selective Mercury(II) Recognition (1999)

The first calixarene-based fluorogenic Hg(II)-selective extractant, 5,11,17,23-tetrakis(1,1-dimethylethyl)-25,27-bis(N-(5-dimethylaminonaphthalene-1-sulfonyl)carbamoylmethoxy)-26,28-dimethoxycalix[4]arene (2), is reported. In solvent extraction from aqueous acidic solutions (HNO(3)), 2 exhibits excellent selectivity for Hg(II) over a wide range of transition, alkali, and alkaline earth metal cations. Quenching of its fluorescence due to Hg(II) coordination is unaffected by the presence of 100-fold excesses of alkali metal cations, alkaline earth metal cations, Ag(I), Tl(I), Cd(II), Co(II), Cu(II), Ni(II), Pb(II), Pd(II), Zn(II), or Fe(III).
Multifrequency singular spectrum analysis (2009)

Singular spectrum analysis (SSA) is a method utilized for the analysis of time series arising from dynamical systems. The method is used to capture oscillations from a given time series via the analysis of the eigen‐spectra of the Hankel matrix of the data. The Hankel matrix is composed of multiple data views. The singular value decomposition (SVD) of the Hankel matrix can be used for rank reduction and noise elimination. We apply SSA in the f ‐ x domain and present a comparison with classical f ‐ x deconvolution. In addition, we propose a multifrequency version of Singular Spectrum Analysis (MF‐SSA) where a band of adjacent frequencies is utilized to construct the block Hankel matrix of the problem.
DLS 5.0 - The Biomechanical Effects of Dynamic Locking Screws (2014)

The DLS may ultimately be an improvement over the angular stable plate osteosynthesis. The advantages of the angular stability are not only preserved but even supplemented by a dynamic element which leads to homogenous fracture movement and to a potentially uniform callus distribution.