SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
ALCHEMY

Fully Homomorphic Encryption (FHE) is a cryptographic holy grail that allows a worker to perform arbitrary computations on client-encrypted data, without learning anything about the data itself. Since the first plausible construction in 2009, a variety of FHE implementations have been given and used for particular applications of interest. Unfortunately, using FHE is currently very complicated, and a great deal of expertise is required to properly implement nontrivial homomorphic computations. This work introduces ALCHEMY, a modular and extensible system that simplifies and accelerates the use of FHE. ALCHEMY compiles in-the-clear computations on plaintexts, written in a modular domain-specific language~(DSL), into corresponding homomorphic computations on ciphertexts---with no special knowledge of FHE required of the programmer. The compiler automatically chooses (most of the) parameters by statically inferring ciphertext noise rates, generates keys and key-switching hints, schedules appropriate ciphertext maintenance operations, and more. In addition, its components can be combined modularly to provide other useful functionality, such logging the empirical noise rates of ciphertexts throughout a computation, without requiring any changes to the original DSL code. As a testbed application, we demonstrate fast homomorphic evaluation of a pseudorandom function~(PRF) based on Ring-LWR, whose entire implementation is only a few dozen lines of simple DSL code. For a single (non-batched) evaluation, our unoptimized implementation takes only about 10 seconds on a commodity PC, which is more than an order of magnitude faster than state-of-the-art homomorphic evaluations of other PRFs, including some specifically designed for amenability to homomorphic evaluation.
ELECTRICAL INSULATION SYSTEM

1452337 Printed Circuits XEROX CORP 21 Dec 1973 59534/73 Heading H1R Substantially closed cell foam or microcellular material 14, inert to ozone, is mounted in close proximity to points of potential discharge such as at the ends of the connections I 1A, 12A of components 11 and 12 on the printed circuit board 10. The material 14 may be of neoprene, polyethylene, a polyvinyl chloride. Such material is said to be more efficient in suppressing corona discharge than the non-resilient and generally open-cell plastics material which has been previously suggested for reducing damage due to vibration, and also prevents egress of water vapour to the electrical connections.
Microstructural evolution of RPV steels under proton and ion irradiation studied by positron annihilation spectroscopy

Abstract The microstructural evolution of reactor pressure vessel (RPV) steels induced by proton and heavy ion irradiation at low temperature (∼373 K) has been investigated using positron annihilation spectroscopy (PAS), atom probe tomography (APT), transmission electron microscopy (TEM) and nanoindentation. The PAS results indicated that both proton and heavy ion irradiation produce a large number of matrix defects, which contain small-size defects such as vacancies, vacancy-solute complexes, dislocation loops, and large-size vacancy clusters. In proton irradiated RPV steels, the size and number density of vacancy cluster defects increased rapidly with increasing dose due to the migration and agglomeration of vacancies. In contrast, for Fe ion irradiated steels, high density, larger size vacancy clusters can be easily induced at low dose, showing saturation in PAS response with increasing dose. No clear precipitates, solute-enriched clusters or other forms of solute segregation were observed by APT. Furthermore, dislocation loops were observed by TEM after 1.0 dpa, 240 keV proton irradiation, and an increase of the average nanoindentation hardness was found. It is suggested that ion irradiation produces many point defects and vacancy cluster defects, which induce the formation of dislocation loops and the increase of nanoindentation hardness.
Catalytic reductive carboxylation of unactivated olefins with carbon dioxide

Carboxylic acids are building blocks of utmost importance in our chemical industry, as these motifs are extensively used in the manufacture of soaps, detergents, pharmaceuticals, rubber, plastics, dyes, textile, perfumes, and animal feed, among many others. Current industrial protocols for their synthesis rely heavily on toxic reagents, lengthy-step pathways or waste-producing procedures such as hydrolysis of nitriles or two-step techniques based on hydroformylation of olefins with highly toxic carbon monoxide with expensive noble catalysts (Rh) followed by oxidation. Unlike hydroformylation methods, OLE-DIOX offers the opportunity of promoting a carboxylation event using unactivated olefins, products produced in bulk from petroleum processing, with abundant carbon dioxide as C1 source. The protocol is user-friendly, with components that are neither air- nor moisture sensitive, utilizes earth-abundant catalysts and operates under mild conditions. OLE-DIOX represents an important contribution for our circular economy by effectively recycling bulk materials into valuable products in one-step operation. These unique features makes OLE-DIOX technically and economically viable for its implementation at large-scale en route to industrially-valuable carboxylic acids, thus avoiding lengthy and waste-producing protocols in the established oil-to-carboxylic acid process chain.
A global platform for discovery and sharing of art

Introduction:
Smartify CIC’s mission is to help people make meaningful connections with art and to support the audience reach and financial resilience of art venues.
Using image recognition to instantly identify artworks, Smartify app then returns engaging text, audio and video commentary. Each scan can be added to the users’ personal digital art collection.
Named by ‘The New Scientist’ as “the Shazam and Spotify for art” we are on a journey to create a global platform that democratizes access to art across venues. Smartify is the only company creating a global platform for discovery, saving and sharing art. We bring positive disruption to art venues by offering audiences freedom to follow their own preferences. This is a significant change from the current state of art: traditional linear audio guides do not feature all works on display and must be returned (along with all information) at the end of a visit; paper leaflets and small wall labels; bespoke apps with low-download rates.
Smartify already has partnerships with European museums such as The National Portrait Gallery, Royal Academy of Arts, Reina Sofia and Rijksmuseum, as well as global institutions such as Smithsonian Museums and The Metropolitan Museum of Art. The app currently has 30,000 monthly active users.
As a Community Interest Company Smartify supports venue partners with data, new revenue streams and a portion of profits. Smartify’s business model includes in-app content purchases, branded content and data monetization.

Horizon2020 Project:
In order to increase user retention and monetize the platform, Smartify wishes to develop two new app features: user-generated content and art recommendations which will be offered as premium services. 
Having successfully won a grant from InnovateUK to carry out extensive user-centered design research with partners to validate our concepts, we are looking for the final funding amount to develop prototypes, pilot features and prove our business model.
Flexible atco endorsement and ldacs complement

The overall objective of PJ.33 is to increase (cost) efficiency of the air traffic management (ATM) in two different ways:

On one hand, the goal is to increase air traffic control (ATC) capacity by investigating and validating technical and procedural means based on the previous work done in PJ.10, enabling the re-organization of the endorsement of air traffic controllers working in lower and upper area control service (explicitly excluding approach control service), which will also lead to a reduction in personnel costs and an increase in ATC cost efficiency. This will be achieved by introducing new endorsement rules which are more based on traffic complexity, sector classes and the level of skills, experience and training a controller has received on a specific class of working environment and supporting system.

On the other hand, the efficiency of air-ground communication will be increased (e.g. maximum information throughput per minute) by investigating the technical enabler to broadly introduce the voice capability supported by L-Band Digital Aeronautical Communication System (LDACS) with the ultimate goal to replace analogue voice communication. Furthermore, the future air-ground terrestrial datalink (LDACS) will increase connectivity between air and ground that is essentially to support the future concepts, according to the Master Plan principles of service-orientation and scalability, and it will support also the resilience of aircraft navigation.
Integrated standard imager for earth observation microsatellites

The project brings to the market iSIM: A compact high-performance camera for Earth Observation satellites that is at least 3 times smaller (8 Kg), more affordable, and with 3 times shorter delivery times (90 days) than equivalent solutions, combining a straightforward design (patents pending), with advanced electronics and software, and serial manufacturing standards from its conception.
ISIM, provides the best multispectral spatial resolution of the market (0,55 m GSD) in a small payload that fits in a microsatellite (10-100 kg) reducing in an order of magnitude the Earth Observation total mission costs. 
This innovative product has generated an outstanding interest among leading prime contractors, like Airbus Defence & Space, emerging Microsatellite Manufacturers, like Berlin Space Technologies and GomSpace, space systems integrators, like Deimos Space and Everis, and Earth Observation data users, like Telefonica. 
More than 2100 small Earth Observation satellites will be launched in the next decade, 8 times more than between 2006-2015. SATLANTIS aims to capture 28% of the 20-100 kg micro satellite segment in the next 8 years. To do so it will offer ISIM in two sizes (ISIM-90 and ISIM-170) tailored for two micro satellite market segments (20-50 and 50-100 kg mass). 
SATLANTIS is a young technology SME, promoted by a group of high calibre engineers and scientists, that connects the three vertices of the “triangle of knowledge” –universities, industries, and government– to become the leader in Earth Observation payloads for small satellites. 
The Spanish company, has recently closed a 2.35 M€ funding round with four industrial investors and venture capitalists. Combining this round with the SME-2 project, SATLANTIS can validate its product early in Space and achieve break-even point in year 4. In year 5 the company will reach a turnover of 5.6 M€ that will grow to 31.2 M€ by year 8. The company will increase its team of 10 to 42 full time employees by year 8.
Methods in research on research

Our aim is to create, in Europe, an innovative and ambitious multidisciplinary intersectoral joint doctoral training programme, dedicated to Methods in Research on Research (MIROR) in the field of clinical research. “Research on Research”, is an emerging new scientific discipline that aims to reduce waste in research and increase research value. Waste in research represents tens of billions of Euros spent each year on studies that are redundant, flawed in their design, never published or poorly reported. The public is the main victim of this waste and reducing waste and increasing value of research represents a major societal challenge. Our proposal involving 15 early-stage researchers, aims to 1) prepare students for envisioning the future challenges in clinical research and find innovative solutions to face them, 2) train students to go well beyond the state-of-the-art in their research, 3) help students think differently, taking advantage of the multidisciplinary expertise and intercultural diversity of the network, 4) teach students how to move from research to action and convert knowledge and idea into a product, and 5) help students develop skills to match the public and private sector needs and create new professional opportunities. 

MIROR will bring together 7 world-class research teams in various disciplines (computer sciences, applied mathematics, biostatistics, bioinformatics, clinical epidemiology, psychology, social sciences and translational medicine) from 6 different European countries; 6 non-academic partners involved in diverse sectors, and 4 major academic partners. We will tackle several steps of a clinical research project (planning, conduct, reporting and the peer-review); various study designs (observational studies, randomised trials, systematic reviews); various study questions (therapeutic, diagnostic, and prognostic evaluation) using various methods (meta-epidemiologic studies, qualitative studies, experimental studies, simulations etc).
Dinâmica do crescimento da produtividade do trabalho na indústria de transformação brasileira segundo o porte das empresas – 1997 a 2018

The main purpose of this paper is to analyze the dynamics of productivity evolution of the Brazilian manufacturing industry considering the size ranges of companies.For the analysis, data from the Annual Industrial Survey was used, through a special tabulation.A broad horizon of time was used, from 1997 to 2018, a period still little explored in the literature, and the shift-share method was used to decompose the growth of industrial labor productivity in the Brazilian industry, focusing on the size of the companies (between sizes and intra-size).The results showed that small companies showed a better dynamic of structural change both among other sizes and internally.Thus, there was a sign of improvement in productive performance in smaller sizes, that is, the results indicate a decrease, although subtle, in the productive gap on the part of small and medium-sized companies.
"L'affetto disordinato verso le patrie": i gesuiti tra ideale universalistico e prassi "nazionalista" nell’Europa del ‘600

Il saggio intende affrontare il tema delle fedeltà plurime e “nazionali” che caratterizzano l’agire politico dei padri della Compagnia di Gesù nelle corti cattoliche del XVII secolo. In particolare analizza la crisi del rapporto con il re cattolico e le relazioni sempre più strette con la monarchia francese volute dal generale Claudio Acquaviva a partire dalla conversione di Enrico IV. La storia seicentesca dei gesuiti evidenza scelte coerenti con gli interessi nazionali perseguiti dai sovrani presso le cui corti operarono; direi anzi con i singoli partiti cortigiani. Ne esce così ridimensionata l’idea di una ordine religioso alle dipendenze del papa. L’indagine è condotta anche attraverso l’analisi dell’attività e degli scritti di alcuni docenti gesuiti di Milano e Venezia del secondo ‘600, interessati al confronto e al dibattito non solo coi loro studenti ma anche con esponenti dei ceti sociali impegnati in attività politiche, economiche e diplomatiche. Infine il saggio evidenzia l’acuirsi della contestazione verso la Compagnia di fine XVII secolo, da parte di altri ordini religiosi e della curia romana.
Binder compositions and methods for making and using same

Binder compositions and methods for making and using same are provided. The binder composition can include at least one polyamidoamine prepolymer and at least one copolymer. The copolymer can include one or more vinyl aromatic derived units, and one or more unsaturated carboxylic acids, one or more unsaturated carboxylic anhydrides, or a combination thereof. The copolymer can be modified by reaction with one or more base compounds.
Carbon nation: fossil fuels in the making of American culture

Fossil fuels power our cars, our food supply, our climate-controlled homes, our work, and our play. That much we know. What we understand less, and what this book makes clear, is how fossil fuels also condition Americans' sensory lives, erotic experiences, and aesthetics; how they structure what we assume to be normal and healthy; and how they prop up a distinctly modern bargain with nature that allows populations and economies to grow wildly beyond the previously understood limits of the organic economy. Carbon Nation ranges across film and literary studies, journalism, politics, art history, and ecology, to chart the course by which prehistoric carbon calories influenced--in both conscious and unconscious ways--the modern American economy and body. This includes our ways of being, sensing, and knowing as different classes, races, sexes, and conditions learned to embrace, absorb, and navigate the material manifestations, cultural potentialities, and myriad costs of fossil fuels. Combining historical ecology with cultural criticism, this book reveals the profound depths of our dependencies on carbon and the long repressed cultural history of our evasion and neglect of those dependencies. The ecological roots of modern America are introduced in the first half of the book with the revolution in material growth generated by the move from limited organic soil resources to subsoil energies. In the works of Eugene O'Neill, Upton Sinclair, Sherwood Anderson, and Stephen Crane, the author exposes how coal as a cultural object is used to suppress our dependencies, buried beneath modernist narratives of progress, consumption, and unbridled growth. In films like Charlie Chaplin's Modern Times and George Stevens's Giant we discover cinematic expressions of our deep-seated anxieties about living in a dizzying new world wrought by fossil fuels. Any discussion of fossil fuels must go beyond energy policy and technology. As Bob Johnson reminds us, in provocative and powerful ways, what we take to be natural in the modern world is, in fact, historical, and our history and our culture have risen from this relatively recent embrace of the coal mine, the stoke hole, and the oil derrick.
PROJEKTCODE: 17312 – POR MARKEN EFRE 2014/2020 Â¿AXIS 1 Â¿OS 1 – AKTION 1.3 – AKTION 4.0 1.3.1 „FÖRDERUNG DER INNOVATIONSPROZESSE NEUER DIGITALER TECHNOLOGIEN IN DEN MKMU VON MARKEN“

PROJEKTCODE: 17312 – POR MARKEN EFRE 2014/2020 Â¿AXIS 1 Â¿OS 1 – AKTION 1.3 – AKTION 4.0 1.3.1 „FÖRDERUNG DER INNOVATIONSPROZESSE NEUER DIGITALER TECHNOLOGIEN IN DEN MKMU VON MARKEN“
PROTEINS, DRUGGABLE REGIONS OF PROTEINS AND TARGET ANALYSIS FOR CHEMISTRY OF THERAPEUTICS

The present invention relates to methods for learning structural information about a molecule or molecular complex. The invention also provides methods for identifying a compound that binds to a molecule or molecular complex. The invention also provides methods for identifying a compound that binds to one molecule or molecular complex and not to one or more other molecules or molecular complexes. Other methods that are provided can be used to identify a compound that binds to at least two molecules or molecular complexes.
Strengthening the position of the Webchefs brand as a result of increasing the scale of operations on foreign markets

SA 42799(2015/X) This project concerns industry program IV. — promotion of the IT/ICT industry. The project activities will focus on markets: Canada (America’s Perspective Market), Hong Kong (BRIC Prospective Market — China), Israel (Middle East Perspective Market), Portugal and Switzerland (European Market). As part of the project, 1st participation in fair events is planned: 09.2020 DLD Tel-Aviv, Israel 11.2020 Web Summit, Lisbon, Portugal 06.2021 Collision Toronto, Canada 03.2022 Hong Kong Rise, Hong Kong, China. 06.2022 Collision Toronto, Canada 2nd business mission to Zurich and Montreal, Lisbon (3 missions) 3. benefit from advice on the internationalisation of the company — effective entry into selected prospective markets (Hong Kong, Canada, Switzerland). 4. Complementary actions: — production and distribution of information and promotion materials: gdgets, company folders and business cards — production of multimedia materials: 4 promotional spots, — production of foreign press advertising, Internet advertising, advertising in trade and fair catalogues, — production and use of the promotional panel of the Polish Economy Brand in accordance with the requirements and guidelines of the Programme The indicated promotional materials will be used throughout the project implementation period as part of participation in the fair and outgoing business mission. The project will be co-financed by the Applicant’s own resources
Effect of Thermal/Gravity Modulation on the Onset of Convection in a Maxwell Fluid Saturated Porous Layer

The effect of thermal/gravity modulation on the onset of convection in a Maxwell fluid saturated porous layer is investigated by a linear stability analysis. Modified Darcy–Maxwell model is used to describe the fluid motion. The regular perturbation method based on the small amplitude of modulation is employed to compute the critical Rayleigh number and the corresponding wavenumber. The stability of the system characterized by a correction Rayleigh number is calculated as a function of the viscoelastic parameter, Darcy–Prandtl number, normalized porosity, and the frequency of modulation. It is found that the low frequency symmetric thermal modulation is destabilizing while moderate and high frequency symmetric modulation is always stabilizing. The asymmetric modulation and lower wall temperature modulations are, in general, stabilizing while the system becomes unstable for large values of Darcy–Prandtl number and for small frequencies. It is shown that in general the gravity modulation produces a stabilizing effect on the onset of convection for moderate and high frequency. The small frequency gravity modulation is found to have destabilizing effect on the stability of the system.
Diabetes prevalence based on health insurance claims: large differences between companies

We investigated if there are substantial differences in the prevalence of diabetes between members of different health insurance funds in Germany and, if so, which variables might explain these differences.Ten representative surveys (conducted between 2004 and 2008) of the Bertelsmann Healthcare Monitor, comprising 15 089 participants aged 18-79 years, were analysed. Our main independent variable was membership in one of eight health insurance funds. We first estimated the crude prevalence of diabetes stratified by these funds. We further fitted logistic regression models and stepwise adjusted for age and sex, further co-morbidities and anthropometric measures and factors influencing health awareness and lifestyle.The overall prevalence of diabetes was 6.9%. Stratified by health insurance funds, prevalences ranged between 3.9% within the Innungskrankenkassen to 11.4% within the Allgemeine Ortskrankenkassen. Adjusting for age and sex only led to minor changes. After controlling for all mentioned variables, these differences remained. Compared with those who were privately insured, persons within the Allgemeine Ortskrankenkassen (OR 1.73; 95% CI 1.30-2.29), the Betriebskrankenkassen (OR 1.54; 95% CI 1.15-2.07) and the Barmer (OR 1.39; 95% CI 1.01-1.91) had a higher prevalence.We found considerable differences in diabetes prevalence between German health insurance funds that remained after controlling for several relevant variables.