SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Quantum engineering for machine learning

We propose the radical vision of a new integrated circuit technology for machine learning where low-voltage field-effect transistors and non-volatile memories are integrated next to each other exploiting quantum engineering of heterostructures of two-dimensional materials (2DMs), i.e. the atom-by-atom design and fabrication of devices which combine vertical and lateral heterostructures (VH and LH, respectively) of 2DMs.

QUEFORMAL pursues a very risky and original proposed solution, with the extremely high potential gain of advancing a science-enabled technology for the fabrication of integrated circuits for machine learning, in a field in which Europe has a strong basic-science leadership, thanks to the pioneering breakthroughs on graphene and 2D materials.

The overall objective and targeted breakthrough of QUEFORMAL is to experimentally demonstrate the  fabrication and operation of devices based on LH and VH of 2DMs for logic-in-memory integrated circuits and to show the potential of this technology for the fabrication of integrated circuits for machine learning. Devices include i) lateral heterostructure FETs (LH-FETs) operating at low voltage (0.6 V) fabricated in close vicinity to ii) floating-gate non-volatile memories based on VHs for the gate stack and LHs for the channel (LVH-NVMs), that can be programmed at low voltage (<5 V) with retention time larger than 1 month.

The QUEFORMAL consortium consists of six partners and has unique advantages: Consortium members have proposed and patented the LH-FET concept and have experimentally demonstrated the floating gate non-volatile memory concept using 2D materials.
Bullwhip effect in a supply chain model with multiple delivery delays

Abstract We develop a model of differential equations for a supply chain with delivery time delays between every adjacent firms. Based on the supply chain model, we provide a new perspective of the bullwhip effect and show that the bullwhip effect is intrinsic in supply chains in the sense that the equilibrium state of each firm in the supply chain is a cumulative forward product of the ratios of order fulfillment and placement between adjacent firms toward the end customer demand. We also show that it is the multiple time delays instead of the constant end consumer demand that determine the stability of the equilibrium states. However, the consumer demand has impacts on the stability of the equilibrium states of the supply chain when the end retailer’s inventory decisions are linearly related to the end consumer demand.
REFRIGERANT CIRCUIT FOR THE THERMAL CONDITIONING OF A MOTOR VEHICLE

The invention relates to a refrigerant circuit for the thermal conditioning of a motor vehicle, comprising a first heat exchanger (1) able to form a boiler, a second heat exchanger (2) able to form a condenser, a third heat exchanger (3) able to form an evaporator, a fourth heat exchanger (4) able to form an evaporator, a compressor (Cp), a pump (P), a first expansion valve (D1), a second expansion valve (D2), a trithermal ejector (E) comprising a drive inlet (7), an induction inlet (8) and an outlet (9) and means (V1, V2) able to cause the refrigerant to circulate according to various different modes of operation.
Dealing with incomplete and uncertain context data in geographic information systems

There are currently a growing number of people using smartphones or tablets, thus being potentially online at every moment. There are many useful applications using people's context data, to provide services to mobile telephony/internet subscribers. Location data is particularly interesting. These applications use location data assuming it is correct, which is sometimes not the case. In this work we propose a methodology for using incomplete/uncertain information to answer questions which include uncertainty like: “Which is the probability of finding exactly N persons within the geographic area A from time Tl to time T2?”, or “Which is the probability of having a traffic jam on street S between times Tl and T2?”. We also consider some logical constraints on the data. For instance: “Exclude counting people on the subway or inside buildings because the advertising will be on screens at open air”. Our approach uses Dempster-Shafer theory combined with an ontological definition of variable types sharing similar probabilistic behavior. The whole process and the results are explained using an example case based in one of the busiest areas of the world (the Shibuya Station in Tokyo, Japan), consisting of underground train lines, surface transportation, large avenues and shopping centers. A language to describe the fuzzy scenarios is also introduced along with an application which allows users to generate and visualize 2D and 3D suitability maps using this language.
The Traversella Mining Site as Piemonte Geosite

The Traversella mining area, nearly 60 km North of Torino, was, together with Brosso, a very important mining district for iron exploitation. The Traversella ore deposit was exploited from late Medieval Age up to the middle XX century. It is a typical skarn deposit at the contact between a dioritic body and preexisting metamorphic host rocks, which represents the only exploited skarn-type mineralization in the Alps. The iron ore mineral, exploited from different orebodies, was primarily magnetite. After the beginning of XX century, the extraction involved also pyrite and chalcopyrite, used mainly for the production of sulfuric acid. The mine, after some interruptions and re-openings, was officially closed in 1971, due to the high exploitation costs and the competition of the foreign iron ore deposits. The present research aims to emphasize the extraordinary importance of this mining site both from a scientific and a historical point of view, by also examining the exploitation and ore processing methods and the amount of production during the last three centuries, and highlighting how these activities contributed to the industrial development of the surrounding area and of the whole Piemonte Region. It aims also at illustrating the sociological and environmental impact of mining activities at regional level, highlighting the importance of the site from a geotouristic point of view, through the cultural exploitation of the mining site remains, the development and upgrade of the already existing mining museum, and the organization of geotouristic itineraries.
Mycenaean social bioarchaeology: deciphering the interplay of funerary treatment and social dynamics in the mycenaean period

MYSOBIO investigates the complex relationship between funerary treatment and wider social dynamics through a novel interpretive model based on the contextual analysis of human skeletal remains and associated mortuary data. The research focusses on the post-mortem treatment of the body in collective mortuary assemblages. The main aim is to reconstruct, to a new level of detail, development in Mycenaean mortuary practice in the Late Bronze Age Aegean (1700-1050 BC). MYSOBIO will unravel the diversity of social responses at death and their mutual relationship with wider socio-political developments, instrumental in the rise and fall of the Mycenaean palaces, one of the first complex societies in Europe. To achieve this, it employs, for the first time, a holistic bioarchaeological approach that integrates up-to-date theoretical reflection in mortuary archaeology with cutting-edge, interdisciplinary scientific advances in the study of collective skeletal assemblages. This methodology brings together traditional archaeology, current mortuary theory, biological anthropology, funerary taphonomy, forensic sciences and archaeo-thanatology, further enhanced by state-of-the-art technological innovations from other scientific fields (social geography, applied mathematics, geomatics and archaeogenetics). The Fellowship will offer to the Experienced Researcher (ER) the opportunity to receive advanced training in these fields and achieve the research objectives, creating a new methodological pathway to the social dimensions of prehistoric mortuary assemblages with world-wide implications for Social Bioarchaeology. At the same time, the ER will attain professional maturity and greatly advance her career perspectives. She will acquire significant transferable skills, establish lasting multidisciplinary research networks, motivate the youth and educate the public on the social significance of archaeological research and the benefits of science.
Elderly home CAre Residential Engagement (Social commitment and support for seniors at home and in care Living)

The goal of the ECARE project is to reduce the social isolation and the psychological, physical and relational difficulties of older people living in their own home or in a home provided by the public administration. The intervention model foreseen by ECARE is based on community involvement (neighbors, friends, relatives) and the creation of new relationships and common interests. Participating seniors will be accompanied on a path to improving their lifestyle from a risk assessment practitioner's assessment to areas of relevance to their social relationships and their health, particularly nutrition, Physical activity, cognitive stimulation, and sensory stimulation. The basis of the experimentation is the use of a digital application system to support different terminals, including a smartwatch that allows a smart link between the elder and the people of his community. Along with this link, the platform allows you to monitor the lifestyle improvement in its various components and, above all, the ability to pursue it continuously, identifying a path of continuous improvement. Validation of results will be based on specific quality of life indicators, on
cost-benefit analysis and on the effect of reducing spending on social and health services delivery.
(3953.10032018.116000006) INDUSTRY 4.0 IMPLEMENTATION PLAN IN PALAGINA

PALAGINA SRL? ENGAGED FOR YEARS IN AN OPERATION OF INNOVATION OF BUSINESS PROCESSES, THANKS TO A HUGE INVESTMENT IN BOTH MACHINERY AND MACHINERY? EVOLVED, BOTH ON INFORMATION SYSTEMS, THAT MORE AND MORE? THEY WILL REPRESENT THE BACKBONE OF THE NEW INTELLIGENT FACTORY (REDUCTION OF INEFFICIENCIES, LINEARISATION OF FLOWS, SKILLS DEVELOPMENT, TOOLS AND WORK LOGIC INSPIRED BY THE “LEAN” MODEL). HAS THE COMPANY WELCOMED THE PROPOSALS OF THE INDUSTRY 4.0 PLAN AS AN IMPORTANT OPPORTUNITY? TO SUPPORT INNOVATION AND COMPETITIVENESS? ON NATIONAL AND INTERNATIONAL MARKETS.IN ORDER TO MAKE THE MOST OF THE NEW PRODUCTION FACILITIES AND THE IT INFRASTRUCTURE OF WHICH THE COMPANY? YEAH, YEAH? EQUIPPED AND TO PLAN WITH KNOWLEDGE OF THE FACTS THE NEXT STEPS TOWARDS THE DIGITISATION OF AZIONEDALI OPERATIONS, DID PALAGINA CHOOSE TO SEIZE THE OPPORTUNITY? OFFERED BY THE REGIONAL CALL TO CARRY OUT AN AUDIT THAT CAN PROVIDE INDICATIONS ON THE POSITIONING OF THE COMPANY AND DEFINE A ROADMA
Establishing the field of equilibrium line altitude of the glacier system in the Chiangtang Plateau based on geographic information system and its distribution characteristics

The Equilibrium Line Altitude(ELA h) could comprehensively show the development of glacier is influenced by topography,terrain,climate and so on,which acts as an important indicator of mass balance and environment in the glacier area.The change of ELA h can induce glacial fluctuation correspondingly,and lead to varies of glacial melt water and sea-level.ELA h of the Chiangtang Plateau,Tibet is highest in China,the high-low elevation generally between 5 700-6 000 meters.So the study of distribution and variation laws of Equilibrium Line Altitude of the glacier system the Chiangtang Plateau not only is of profound theoretical significance,but also provide basis for man-land relationship,resource utilization,ecology environment and social economy sustainable development in the cold and arid regions.According to the linear relationship between the Equilibrium Line Altitude(ELA h) and the mean height(H me) in the Glacier System of the Chiangtang Plateau,the calculated equilibrium line altitude(ELA hc) can be obtained.The calculated result indicates that the measured ELA h value and are close to the ELA hc value.Their difference value is only 0.16 m,which means that it is credible calculating equilibrium line altitude by this method.By comparison,it is found that the field of Equilibrium Line Altitude of the Glacier System established by group average is more beautiful and regular than the one without group average.The distribution characteristics of the Glacier System'EL hc Ain the Chiangtang Plateau are as follows: ELA hc gradually descend from the south to the north and ascend from east to west.In general,they are in a gradually decreasing process from southwest to northeast,which do not alter too much,and most of them are above 5 700 m.However,the highest value is not located in southern part of the highest temperature and northwestern part of the least precipitation,but situated in Longger Mountain.Even individual glaciers in Longger Mountain reach up to 6 000 m or more,which not only is highest in the study area and Qinghai-xizang Plateau Interior Area,but also in the northern hemisphere.Another three high value areas are around Bobogawufeng,Tuzegangri and Zangsegangri,and the minimum value lies in Jinyanggangri.The result is rationalized by combination of both decreases of precipitation from southeast to northwest and temperature from south to north,reflecting the vapor in the air coming from southwest monsoon through the path of southwestern Xizang(Tibet).
MARAKANDA

The Mediterranean area has a rich history of city markets which have for many centuries acted as focal points for social, commercial and cultural activities. Markets represent an important part of the Mediterranean heritage and are still catalysts for local development. However, the traditional functions of markets are currently being eroded raising concern over their future viability. MARAKANDA aims at preserving typical Mediterranean markets through the setting-up of a cross-border cluster to promote the integration of high quality agro-food/handicraft production chains and improve governance processes among private and public actors in city markets.
Ultrapure tetrahydrocannabinol-11-oic acids

This application is in the field of medicinal chemistry and relates to ultrapure ajulemic acid, its synthesis, pharmaceutical compositions and methods of use thereof for the treatment and/or prevention of inflammation, pain, and fibrotic diseases including scleroderma, systemic sclerosis, scleroderma-like disorders, sine scleroderma, liver cirrhosis, interstitial pulmonary fibrosis, idiopathic pulmonary fibrosis, Dupuytren's contracture, keloids, chronic kidney disease, chronic graft rejection, and other scarring-wound healing abnormalities, post-operative adhesions, and reactive fibrosis.
MACHINE DEVELOPED FOR THE PRODUCTION OF FLOCKED VELVET-LOOKING YARN AND FLOCKED VELVET-LOOKING YARN PRODUCED WITH THIS MACHINE

The present invention relates to a machine developed for the production of flocked velvet-looking yarn, especially used in the textile industry and also in the aircraft industry - automotive, shoe-bag, and clothing sectors, and the flocked velvet-looking yarn produced with this machine and the flocked velvet-looking yarn production method. There is adhesive dispensing cylinder group (5) positioned on the horizontal axis for 1-6 Nm yarns and adhesive dispensing cylinder group (S') positioned on the vertical axis for 1-10 mm diameter yarns for flock coating to ensure the application of adhesive on the yarns whose surface will be flocked. Yarns whose surface is coated with adhesive are flocked in the flocking unit.
The Journey towards “No Man's Land”: Interpreting the China-Korea Borderland within Imperial and Colonial Contexts

In the early twentieth century, the sovereignty of a territory north of the China-Korea Tumen River border was under severe dispute between China, Korea, and Japan. Based on a Jesuit memoir and map of Korea published in eighteenth-century Europe, a Japanese colonial bureaucrat and international law expert, Shinoda Jisaku, asserted that a vast region north of the China-Korea border should be regarded as a “no man's land.” Employing Chinese, Japanese, Korean, and European materials, this article traces the origin and evolution of such a definition. It demonstrates that the Jesuit map and description were based on false geographic information, which the Korean court deliberately provided to a Manchu official in 1713 in order to safeguard its interests. During prolonged intercommunication between diverse areas of the globe during the past three centuries, spatial and legal knowledge has been produced, reproduced, and transformed within imperial and colonial contexts.
Benford’s Law for coefficients of newforms

Let [Formula: see text] be a newform of even weight [Formula: see text] on [Formula: see text] without complex multiplication. Let [Formula: see text] denote the set of all primes. We prove that the sequence [Formula: see text] does not satisfy Benford’s Law in any integer base [Formula: see text]. However, given a base [Formula: see text] and a string of digits [Formula: see text] in base [Formula: see text], the set [Formula: see text] has logarithmic density equal to [Formula: see text]. Thus, [Formula: see text] follows Benford’s Law with respect to logarithmic density. Both results rely on the now-proven Sato–Tate Conjecture.
Evaluating the effectiveness of using printing equipment

The effectiveness of using printing equipment was studied and the calculations for the qualitative evaluation of the equipment effectiveness in the printing industries were made. The speed and quality of printing depends on the applied printing equipment, for correct using the full capacity of a printing machine, the parameters that affect the performance of the printing equipment were studied (circulation, number of color inks, order format, complexity of orders, number and qualifications of printers). Next, the main parameters (print time, production capacity) were determined that will speed up the printing process, make it more accurate and insure the production from the perpetual violations of order deadline, violations of printing equipment loading schedule. As a result, the printing process will be more organized.
Euromountains.net - 'La mise en réseau des régions de montagne européennes pour la promotion d'un développement territorial durable'

Mountain services (infrastructure, ITC, social/health services, cultural services): common criteria for drawing up inventories, definition of quality and quantity markers, situation in the 13 test areas, identification of transferable successes and innovative solutions; proposed political recommendations at local and European levels. • Role of territorial groups in promoting the quality of agrifood and artisan products and of natural mountain resources: transferable successes and proposed political recommendations at local and European levels. • Regular maintenance of natural resources: identification of innovative models based on existing examples (land management contracts); identification of successes and proposed political recommendations on a European level (rural development plans). Overall objective / Objectif général Cooperation between mountain areas and solutions to natural handicaps. The project will be based on partners’ experience and will aim to identify methods for resolving economic handicaps and for managing land in mountain areas as well as transferable factors for success linked to collaboration between different sectors (especially the public and private sectors). Identification and dissemination of such methods should provide additional tools for use by local groups to achieve sustainable development in mountain areas and/or to hold back the drift away from the land. Expected results / Résultats attendus The expected results are the identification of new strategies and tools for achieving sustainable development in mountain areas, especially regarding the three above-mentioned strategic topics, and the strengthening of exchanges between different mountain areas in Europe. The long-term impact will be a marked contribution to sustainable development of mountain regions and active participation by them in European development.
Eu-Merci - eu coordinated methods and procedures based on real cases for the effective implementation of policies and measures supporting energy efficiency in the industry

The overarching objective of EU-MERCI is to support, in a coordinated way, the growth of energy efficiency in industry processes. It will develop methods and tools for assisting EU industry in the effective implementation of energy efficiency improvements and in the monitoring of the energy savings, in application of the 2012/27/EU Directive.
The methodology will be based on the analysis of thousands real energy efficiency projects implemented according with the current energy policies and measures in different MSs and dealing with tenths of different industry sectors and processes. Energy efficiency solutions will be typified according with agreed criteria concerning applications, processes and technologies: best practices, algorithms and procedures of efficiency assessment will be derived, harmonized and standardized. The goal is to answer the questions:
what are the most effective actions improving the efficiency in a particular process or industry sector? How to specifically implement them? What are the most promising technologies?  What is the efficiency improvement attainable with each action? How to measure, monitor and report the savings? What are the associated costs?
EU-MERCI, with recommendation and specific dissemination actions, will also assist policy makers and public authorities in the assessment of the effectiveness and transparency of the mechanisms, giving them also a picture of the technologies and efficiency improvements to incentive. 
Lessons learned from countries with consolidated energy efficiency schemes in place will be transferred to countries less advanced.
The outputs of  EU-MERCI will be specifically validated for the agrifood industry at a pan-European level.
Finally, it is expected that, as a result of the assistance to industry, the number and effectiveness of energy efficiency improvements will greatly increase, thus contributing to the attainment of the EU and national energy goals.
ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI PENGUNGKAPAN SOSIAL DAN LINGKUNGAN

This research aims to analyze factors affecting the social and environmental disclosure. The factors are ownership concentration, creditor, size of public accounting firm, company size, financial performance, industry classification, and overseas listing. The disclosure of social and environmental as the dependent variable is measured by 82 items of disclosure index GRI G-4 (Global Reporting Initiatives).
Population of this research is the listed companies on Indonesian Stock Exchange for the year of 2013-2015. The selection of sample is conducted using purposive sampling method and give 85 observations as the result. This research analyzed annual and sustainability reports using content analysis method. In analyzing data, this study conduct classical assumption test, hypotheses test, and multiple regression analysis.
The result shows that size of public accounting firm and creditor have significant effect on social and environmental disclosure. The size of public accounting firm is shown to have positive impact to disclosure level. On the other side, creditor is affecting the disclosure level negatively. However, in this research, other variable show to give insignificant effects on social and environmental disclosures.