SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
LARGE SCALE CELL CULTURE VESSEL

A multilayered cell culture apparatus for the culturing of cells is disclosed. The cell culture apparatus is defined as an integral structure having a plurality of flexible cell culture compartments in combination with a spacer material maintaining air space(s). The expandable compartments of the cell culture apparatus have imparted therein gas permeable membranes in combination with air spaces that will allow the free flow of gases between the cell culture compartments and the external environment. Furthermore an interconnecting passageway is provided between each compartment and between the cell culturing vessel and the external environment. The expandable vessel promotes the growth of large numbers of adherent or suspension cells by providing the volumes of nutrient medium and gaseous exchange.
El relato transmedia Itaewon Class (JTBC, 2020) entre la plataforma SVOD Netflix y la plataforma webtoon Tapas Media

La plataforma SVOD Netflix acercó a la audiencia española a un abundante catálogo de títulos surcoreanos. Esta producción audiovisual de Hallyuwood forma parte de un fenómeno más amplio, la nueva ola surcoreana o hallyu, integrado también por el desarrollo particular de la industria del cómic en Corea del sur en webtoons que cuenta con sus propias plataformas de distribución transnacional de contenidos. Este artículo aborda el estudio de caso de la serie televisiva Itaewon Class (JTBC, Netflix, 2020) dirigida por Kim Sung Yoon a partir del webtoon homónimo distribuido por Tapas Media con la colaboración de su webtoonist, Kwan-Jin. El artículo contextualiza la evolución de la tira cómica al webtoon y su empleo como fuente de transmedia storytelling en la literatura existente. Ese contexto precede un análisis de contenido, intertexto y de los personajes transmedia principales según el modelo propuesto para identificar los cambios en sus identidades existenciales y ficcionales consecuencia de su transformación táctica de OSMU a transmedia storytelling.
Part-Up.Com - the open competence platform with high social impact

We are living in the Postnormal Era, where platforms like Uber, eBay, AirBnB are disrupting traditional business models and the nature of work is also rapidly changing as an ever increasing portion of workforce becomes freelancers. The rise of freelancer movement together with new ways of organizing work have dramatically changed the economic landscape. In this new environment the value creation happens in global talent networks, and the potential for disruptive innovations is embedded in the dispersed, decentralized organizations and teams. New challenges resulting from this development require effective tools to enable business environment and the entire society to adapt. As a result, platform thinking is gaining momentum in the innovation management field. Various platforms and especially so called competence platforms are anticipated to dramatically boost the global economy through improved productivity and higher degree of workforce utilization. According to a recent McKinsey’s foresight, online talent platforms can boost the global GDP by USD 2,7 trillion by 2025. And this is exactly the area where Part-up is going to have global impact!
In contrast to trading platforms, where a few global vendors have evidently gained huge market capitalization, the competence platform segment is still a battlefield open for emerging solutions. Part-up is one of the most potential challengers to fill the gap and become the global leader in this market. Part-up provides a platform-based service especially designed to help companies, freelancer communities and individuals to create teams with new combinations of competences. The platform supports crucial phases in team building, in organizing networked workflows, in generating value within decentralized organizations and in creation of new networked business models. Organizing the value creation in teams by a flexible, engaging and productive way is the core of Part-up’s business.
Cloud-Based rapid elastic manufacturing

Due to the proliferation of ICT Technologies, manufacturing industry is undergoing substantial transformation in terms of HW but also in terms of Cyber-Physical Production Systems and the SW and services used within production environments. In parallel, the manufacturing processes of the future are changing and need to be highly flexible and dynamic in order to satisfy customer demands for, e.g. large series production, mass customization, or changing orders.
To keep pace with the needs of the manufacturing industry of the future, in Manufacturing 4.0 companies need to flexibly react to these demands and be able to offer production capacities in a rapid way. Thus companies looking for manufacturing capacity need to be supported by the means to find these capacities, configure them, and integrate them into their own manufacturing processes.
To achieve this, one obvious approach is to port successful concepts from the field of Everything-as-a-Service (XaaS) and Cloud computing to manufacturing to mirror agile collaboration through flexible and scalable manufacturing processes: 
• Leasing and releasing manufacturing assets in an on-demand, utility-like fashion
• Rapid elasticity through scaling leased assets up and down if necessary
• Pay-per-use through metered service
Applying these principles, Cloud manufacturing can move manufacturing processes from production-oriented to service-oriented networks by modelling single manufacturing assets as services in a similar way as SaaS or PaaS solutions. By modelling all process steps and manufacturing assets as services it is possible to realize cross-organization manufacturing orchestrations and integrate distributed resources and ultimately manufacture products more efficiently.
While the theoretical foundations for Cloud manufacturing are manifest there are no proven tools and technologies exist in the market - CREMA aims to change this fact by providing Cloud-based Rapid Elastic Manufacturing based on SaaS and Cloud model
Long-Term Outcome After Drug-Eluting Versus Bare-Metal Stent Implantation in Patients With ST-Segment Elevation Myocardial Infarction

This study sought to compare the long-term effects of drug-eluting stent (DES) compared with bare-metal stent (BMS) implantation in patients with ST-segment elevation myocardial infarction (STEMI) undergoing primary percutaneous coronary intervention. The randomized DEDICATION (Drug Elution and Distal Protection in Acute Myocardial Infarction) trial evaluated the outcome after DES compared with BMS implantation in patients with STEMI undergoing primary percutaneous coronary intervention. Patients with a high-grade stenosis/occlusion of a native coronary artery presenting with symptoms <12 h and ST-segment elevation were enrolled after giving informed consent. Patients were randomly assigned to receive a DES or a BMS in the infarct-related lesion. Patients were followed for at least 5 years, and clinical endpoints were evaluated from population registries and hospital charts. The main endpoint was the occurrence of the first major adverse cardiac event (MACE), defined as cardiac death, nonfatal recurrent myocardial infarction, and target lesion revascularization. Complete clinical status was available in 623 patients (99.5%) at 5 years follow-up. The combined MACE rate was insignificantly lower in the DES group (16.9% vs. 23%), mainly driven by a lower need of repeat revascularization (p = 0.07). Whereas the number of deaths from all causes tended to be higher in the DES group (16.3% vs. 12.1%, p = 0.17), cardiac mortality was significantly higher (7.7% vs. 3.2%, p = 0.02). The 5-year stent thrombosis rates were generally low and similar between the DES and the BMS groups. No cardiac deaths occurring within 1 month could be clearly ascribed to stent thrombosis, whereas stent thrombosis was involved in 78% of later-occurring deaths. The 5-year MACE rate was insignificantly different, but the cardiac mortality was higher after DES versus BMS implantation in patients with STEMI. Stent thrombosis was the main cause of late cardiac deaths.
Algebraic analysis of aggregation-based multigrid

A convergence analysis of two-grid methods based on coarsening by (unsmoothed) aggregation is presented. For diagonally dominant symmetric (M-)matrices, it is shown that the analysis can be conducted locally; that is, the convergence factor can be bounded above by computing separately for each aggregate a parameter, which in some sense measures its quality. The procedure is purely algebraic and can be used to control a posteriori the quality of automatic coarsening algorithms. Assuming the aggregation pattern is sufficiently regular, it is further shown that the resulting bound is asymptotically sharp for a large class of elliptic boundary value problems, including problems with variable and discontinuous coefficients. In particular, the analysis of typical examples shows that the convergence rate is insensitive to discontinuities under some reasonable assumptions on the aggregation scheme. Copyright © 2010 John Wiley & Sons, Ltd.
Financial Statement Effects of Adopting New Accounting Standards Converging with International Practices

Utilizing comparison of accounting numbers prepared under two accounting standards for the same year,this paper examines the financial statement effects of adopting new accounting standards that converge with international practices in China.The value relevance of book value of equity and net income is smaller under new standards than under the old ones.New standards reduce persistence of net income.The incremental information analysis finds no evidence that new standard adjustments have incremental information contents.Including minority shareholders' interest into book value of equity and minority interest income into net income reduces value relevance of book value of equity and net income.The analysis does not find evidence that new accounting standards improve timeliness of accounting income,but finds that new standards improve conditional conservatism of operating income.
New graphene imager based on graphene-on-wafer

G-IMAGER’s goal is to create added value through the introduction of high performing Graphene-on-wafer at competitive cost, accelerating innovation for the advanced electronic industry and eventually creating a new product category. This new area of development will make it possible for the European industry to harness this high market potential, fostering competitiveness and creating growth throughout the EU. The consortium proposes this project after an internal Business Innovation Plan, in order to take the CVD Graphene-on-wafer technology a step closer to the market through a new Graphene Imager product. This project will allow GS and EMB to become the worldwide leader as Graphene related electronics producers with the necessary production capacity to supply the industry and the research laboratories. More specifically, the G-IMAGER objectives are: 
• To develop ready-to-integrate Graphene-on-wafers for the advanced electronic industry.
• To set up a customized rapid prototyping line and a new “foundry service”.
• To produce a new Graphene Imager product and validate it for industrial acceptance.
• Increase process yield and implement an automated and optimised quality control considering market requirements
• Scale production capacity to more than 10,000 wafers/year to demonstrate commercial feasibility and business growth 

GS has validated and patented a highly efficient Graphene-on-wafer production process and its application into electronic devices. The consortium will be able to introduce Graphene Imager products at an industrial scale positively impacting the SWIR camera market of $ 1,100 M. The consortium will become the worldwide leader in Graphene-based advanced electronics and generate a cumulative net income of at least €60 M in four years and +33 jobs.
Late Cenozoic tephrostratigraphy offshore the southern Central American Volcanic Arc: 1. Tephra ages and provenance

We studied the tephra inventory of 18 deep sea drill sites from six DSDP/ODP legs (Legs 84, 138, 170, 202, 205, 206) and two IODP legs (Legs 334 and 344) offshore the southern Central American Volcanic Arc (CAVA). Eight drill sites are located on the incoming Cocos plate and ten drill sites on the continental slope of the Caribbean plate. In total we examined ∼840 ash-bearing horizons and identified ∼650 of these as primary ash beds of which 430 originated from the CAVA. Correlations of ash beds were established between marine cores and with terrestrial tephra deposits, using major and trace element glass compositions with respect to relative stratigraphic order. As a prerequisite for marine-terrestrial correlations we present a new geochemical data set for significant Neogene and Quaternary Costa Rican tephras. Moreover, new Ar/Ar ages for marine tephras have been determined and marine ash beds are also dated using the pelagic sedimentation rates. The resulting correlations and provenance analyses build a tephrochronostratigraphic framework for Costa Rica and Nicaragua that covers the last >8 Myr. We define 39 correlations of marine ash beds to specific tephra formations in Costa Rica and Nicaragua; from the 4.15 Ma Lower Sandillal Ignimbrite to the 3.5 ka Rincon de la Vieja Tephra from Costa Rica, as well as another 32 widely distributed tephra layers for which their specific region of origin along Costa Rica and Nicaragua can be constrained. This article is protected by copyright. All rights reserved.
Where First-Order and Monadic Second-Order Logic Coincide

We study on which classes of graphs first-order logic (FO) and monadic second-order logic (MSO) have the same expressive power. We show that for each class of graphs that is closed under taking subgraphs, FO and MSO have the same expressive power on the class if, and only if, it has bounded tree depth. Tree depth is a graph invariant that measures the similarity of a graph to a star in a similar way that tree width measures the similarity of a graph to a tree. For classes just closed under taking induced subgraphs, we show an analogous result for guarded second-order logic (GSO), the variant of MSO that not only allows quantification over vertex sets but also over edge sets. A key tool in our proof is a Feferman-Vaught-type theorem that is constructive and still works for unbounded partitions.
METHOD AND DEVICE FOR COOLING BULK MATERIAL

The invention relates to a method and a device (1) for implementing said method to cool bulk material on a rotating support surface (4). A coolant can be introduced beneath the support surface (4) which is fed to a support layer (21) consisting of cooled bulk material that is permanently located on said support surface through corresponding openings in the support surface (4). Said coolant reaches the hot bulk material located on the support layer (21), a single layer being fed and evenly distributed along the entire width of the support surface (4) with the aid of a tangential guide (3) located at the inlet (2). After an almost complete rotation, the layer of bulk material is let out by a slasher. Due to the regular thickness of the layer (D) and by preventing the bulk material to mix with the following batch of hot bulk material, the effectiveness of the device (1) is substantially increased.
Aviation fuel tank with rigid wall for crash energy absorption

Embodiments of the present invention relate generally to fuel tanks for aviation, and particularly to construction of rigid tank walls that have been found useful in absorbing energy of a magnitude expected during a crash. In some aspects, the rigid tank wall construction includes particular materials, such as a thermoplastic resin matrix. In some aspects, the rigid tank wall construction includes a particular arrangement of reinforcing fibers, such as a twill weave pattern.
Monitoring built-up area from satellite

Survey Lab is a spin off company of Sapienza University devoted to scientific and technological knowledge-transfer in order to capture additional business opportunities in the field of civil and environmental engineering. The company core business is the development and commercialization of innovative geomatic monitoring systems based on advanced surveying and mapping technologies. A specific focus is on the assimilation of remote sensing data obtained by Earth Observation satellite sensors into ground-based monitoring and modelling procedures.  Survey lab has recently obtained a Grant from European Commission through the SME Instrument phase 2 in the topic Space with the project I.MODI. 
Presently, the main business strategy of the company is to develop innovative value added services and products with a particular focus on Copernicus Earth Observation Programme. To reach this goal the company needs to strengthen its expertise on the development of advanced geostatistics tools that will be tailored to services that are currently still under development.

Therefore, a specialist with a solid background in geospatial data analysis and experience in software development is needed. To this day, Survey Lab hasn’t be able to the recruit a highly qualified specialist on Italian national job market, due to the lack of University Courses in this specific field. On the contrary there are many post-graduate, masters and phd courses active in other EU countries with solid experience in statistic and programming language (such as Geo-Information Science and Earth Observation University of Twente, Delft University of Technology, etc.). 

We believe that the required expertise could lead to a significant growth of Survey Lab capability in the implementation of advanced numerical tools, necessary to improve the data analyses procedures.
Understanding emotional actions

Emotions shape our personal lives and society at large. In Europe emotional disorders affect one in five people; it is the most chronic and second to most disabling health condition. The stakes to better understand our emotional behaviour are high; however there is still a lot to gain. Traditionally, emotions are thought to guide our behaviour either through fast instincts or deliberately selected actions. Current explanations of emotional health and disease frequently focus on one of these single components in isolation (or regard them as exclusive antagonists), but likely underestimate our emotional behaviour’s complexity and diversity.
Here I will investigate a complementary account: I suggest that in humans optimal emotional behaviour arises not from these instinctual and deliberate action selection systems individually, but from their interaction, mediated in our brain by a likely uniquely human prefrontal control system. First, using an innovative task, behavioural profiling, and formal computational modelling I will determine the influence and interaction of these systems in emotional behaviour. Second, I will use concurrent neuroimaging (fMRI) and neurostimulation (tDCS), geared at the prefrontal control system and its connectivity with amygdala and parietal cortex, to investigate their causal mechanisms during emotional situations.
This ambitious project combines my extensive experience in emotional behaviour with the world-leading expertise of University College London in computational neuroimaging and neurostimulation. These investigations are deliberately designed to both further our understanding of emotional behaviour and to initiate a path for improved treatment of emotional disorders in Europe. The computational modelling approach will elucidate hidden mechanisms and promote personalized diagnosis, while the modulatory neurostimulation approach will provide new avenues for targeted treatment ready to be developed in collaboration with the clinic.
Direct and transgenerational consequences of divergent reproductive strategies on ageing trajectories of parents and their offspring

Understanding why we age and die, and why individuals differ in their ageing trajectories remains one of the big challenges for science. REPRODAGEING uses a combination of complementary approaches and cutting-edge techniques from evolutionary biology, behavioural ecology and ecophysiology and an innovative avian life history model – Japanese quail (Coturnix japonica) artificial selection lines that differ genetically in their pace of life – to quantify how divergent reproductive strategies influence individual, sex-specific and transgenerational ageing trajectories. I will use biomarkers of oxidative stress and ageing to quantify within-individual mosaics of physiological damage accumulation across somatic and reproductive tissues and test if these within-body mosaics of ageing are shaped by an individual’s life history strategy. Furthermore, I will quantify how parental physiological states at conception affect the next generation and if these transgenerational effects are shaped by the quality of the early life environment. I will be hosted at the Centre for Ecology & Conservation, University of Exeter, UK, which is one of the leading departments for evolutionary whole-organism research in Europe. The host complements my own research strengths in an ideal way, ensuring a successful implementation of the project, and allowing me to develop my research profile. At the same time, I will enhance the host’s expertise and capacity in ecophysiological research. Thus, this fellowship will enhance my skills and career prospects through a two-way transfer of knowledge. REPRODAGEING is highly relevant for fundamental evolutionary biology, but has also implications for biomedicine, assisted reproduction, animal breeding and wildlife conservation, and it will contribute to enhance the European science excellence and competitiveness.
Social Sustainability Considerations during Planning and Design: Framework of Processes for Construction Projects

This research identifies 50 processes and categorizes them into a framework for integrating and evaluating social considerations in construction projects. These processes focus on the planning and design phases because they offer the greatest potential for influencing project performance. The concept mapping research method was applied to develop this framework on the basis of input from 25 experts in academia, industry, and government. Multidimensional scaling and hierarchical cluster analyses were used to organize the experts' input into six categories defining social sustainability in construction projects: stakeholder engagement, user considerations, team formation, man- agement considerations, impact assessment, and place context. Although previous research has recognized social sustainability as a series of processes, this study is the first to integrate them into a comprehensive framework. Practitioners can benefit from this framework, which will enhance existing sustainability assessment methods and help address the challenge of developing truly sustainable projects. This framework also provides academics with a tool for introducing students to social sustainability in construction projects. Future research could use this framework as a baseline, developing metrics using the processes included in the framework. DOI: 10.1061/(ASCE)CO.1943-7862.0000566. © 2013 American Society of Civil Engineers. CE Database subject headings: Sustainable development; Social factors; Design; Planning; Construction; Safety. Author keywords: Sustainable development; Social factors; Design; Planning; Construction; Safety.