SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
A reusable launch system of small payloads to suborbital space

Nano/microsatellites can make space industry more sustainable, environmental-friendly and efficient. However, development of these satellites evolves slowly, since scientific and technological research & test of the satellites and their separate components in relevant space environment is very limited and/or expensive. Microgravity is a perfect condition to test and qualify early technology readiness level (TRL5-6) technologies, turning into a business with great prospects. However, access to microgravity environment is not affordable for developers. 
Today, there are a very few solutions used to test and increase the level of technology maturity:  research at the International Space Station (ISS) and on military missiles based sounding rockets.  However, traveling to the ISS is something that only Space Agencies are allowed to do. On the other hand, heavy sounding rockets provides more opportunities, but bring several handicaps due to their military nature, such as high accelerations, high costs, lack of payload standardization as well as long integration processes.
PLD Space proposes, ARION, a reusable sounding rocket for scientific and technological payloads suborbital launch, enabling the industry to get over the “technological death valley”.  ARION uses kerosene and industrial liquid oxygen engine, which is safe to transport and launch. The rocket is cost-efficient, since it is assembled using commercial off-the shelf components and can be reused to up to 5 times. PLD is a pioneer of the space industry, who will facilitate research and scientific tests in microgravity in the safe, time & cost efficient way.
The Phase 1 project will allow PLD Space to define a minimum viable product, plan a feasible ARION optimization and suborbital mission, elaborate the business scale up and size the reachable market. Within the overall project, PLD Space aims to reduce the rocket COGS, shorten a duration of payload integration and and qualify ARION in a suborbital mission.
RAIL SYSTEM AND METHOD AND SYSTEM FOR MOUNTING A COMPONENT IN AN AIRCRAFT

The invention relates to a rail system (10) which can be used for mounting a component in an aircraft. Said rail system comprises a first rail element (12) provided with a securing device (22) in order to detachably secure the first rail element (12) in the region of the base of the aircraft fuselage element (28), one section (12b') of the first rail element (12) protruding above the edge of the base of the aircraft fuselage element (28) The first rail element (12) also comprising a guide device (32) to enable a mounting aid element (66) which is introduced into the aircraft fuselage element (28) to slide in a guided manner in relation to the rail system (10). Said rail system (10) also comprises a second rail element (14). Said rail system (10) also comprising a second rail element (14) comprising a securing device (44) in order to secure the second rail element (14) in a detachable manner in the region of the base of the aircraft fuselage element (28), one section (14b') of the second rail element (14) protruding over an edge of the base of the aircraft fuselage element (28) when said second rail element (14) is connected to said aircraft fuselage element (28). Said second rail element (14) also comprises a guide device (52) to enable the mounting aid (66) which is to be introduced into the aircraft fuselage element (28) to slide in a guided manner in relation to the rail system (10).
Innovating dialogue and problems appraisal for a safer africa

SaferAfrica project aims at establishing a Dialogue Platform between Africa and Europe focused on road safety and traffic management issues. It will represent a high-level body with the main objective of providing recommendations to update the African Road Safety Action Plan and the African Road Safety Charter, as well as fostering the adoption of specific initiatives, properly funded. The involvement of Development Banks will ensure the identification of available resources and the definition of suitable schemes of funding. The activity of the Platform will also focus on the reinforcement of the endogenous African capabilities through the dissemination of the EU know-how. Twinning Programs will be set up, besides the conduction of different training activities. Local contexts will be duly taken into account and studies on specific risk factors as well as transferability analysis of measures already tested elsewhere will be conducted. The project activities will be oriented to the “Safe System” approach and grouped in four pillars: Road Safety Knowledge and Data; Road Safety and Traffic management Capacity Review; Capacity Building and Training; Sharing of Good Practices. 
The platform will work at two levels. A decision making level, run by a Management Board basing its actions on information provided and activities carried out by a technical level, with established Working Groups addressing specific topics. The Management Board will be constituted by prominent institutions like EC, the African Union Commission, Financial Institutions, Regional Economic Communities (UN). The technical level will involve government and research institutions, international and stakeholders organizations (e.g. NGOs), with a fair balance between African and EU partners, even for what concerns responsibilities (e.g. Euro-African work package co-leadership). The Dialogue Platform is intended to constitute a stable body, able to orient road safety policies beyond the project end.
Porto: Literary Tourism in Pandemic Times

In 2020, the world faced an unimaginable pandemic that has caused devastation and suffering all over the world, affecting the global economy and imposing the suspension of almost all economic activities including tourism. Many studies evaluating the effects of the pandemic on tourism have emerged since then, but with this work we want to analyze the possibilities that became clear for a destination like Porto, in which the tourist flow had been experiencing a growing trend in a destination consecutively considered the best European destination. Literary itineraries serve as a starting point for the discussion about the possibility of inviting to Porto through literature. To invite, means to attract and, for such, we will show the importance of a literary tourism offer in the Porto destination brand. To evaluate the impact of the itineraries as proposals of literary tourism, we surveyed a sample of national and foreign tourists/visitors, who allowed us to ascertain the importance of tourist itineraries as an enhancing offer of the tourist activity in the city of Porto.
Spatial division multiplexing for cold-atom-based quantum memory

Optical quantum memory, a device that enables the storage and retrieval of photonic qubits, is an essential component for a wide range of applications in quantum information science. The host demonstrated state-of-the-art memory based on large ensembles of cold atoms, with a storage-and-retrieval efficiency close to 90% for single photons. With this milestone reached, a timely and crucial effort is to develop multiplexed memories. This, in turn, should lead to higher-capacity network channels, bringing quantum networks one step closer to reality. In this context, the proposed research will uniquely adapt and exploit Space Division Multiplexing, a booming approach in classical telecommunications, to create and harness parallelized quantum links. The fellow, with a strong background in atomic physics and light shaping, will use his expertise to develop the project efficiently while expanding his skill-set to quantum information networks and developing his independence and leadership during the fellowship.
Influence of Salinity on the Mechanism of Surface Icing: Implication to the Disappearing Freezing Singularity

The effect of salinity on surface icing has been investigated experimentally. Water droplets with a variable salinity are deposited on a cold polished copper substrate. Distinctive two-stage freezing, which can be seen in case of pure water, is not observed in heterogeneous freezing of saltwater droplets. Interestingly, the final freezing stage commences before the initial freezing front completely traverses the saline droplet. A considerable increase in delay for heterogeneous ice nucleation is observed with the increasing salinity. The reduction in the associated degree of metastability due to the depression in the freezing point of the bulk solution and the increase in the nucleation barrier due to the appearance of the solvation shells that are formed around the ions are two possible causes of this nucleation delay. Moreover, the solidification time associated with surface icing increases considerably with the increasing salinity. Because of the insolubility of salt in ice, the salt ions are rejected to the entrapped water in the ice scaffold locally and to the bulk unfrozen water explicitly. This collective implicit and explicit modes of brine rejection contributes to the overall slowdown of freezing of the saline water droplets. From the phase diagram, it can be found that the complete solidification of water within the saline droplet is not possible when the substrate temperature is in between the eutectic temperature and the equilibrium freezing temperature. As a result, the relative magnitude of tip singularity during freezing reduces considerably with the increasing salinity due to the increase in unfrozen water content within the droplet.
Neuronal mri: harnessing chemical exchange between n-acetylaspartate and water for functional imaging of neural activity

Functional MRI (fMRI) is currently the leading noninvasive modality to assess brain function in vivo. However, it relies on a surrogate marker for neural activity –the hemodynamic responses following activity– which makes fMRI nonspecific and difficult to interpret. Here, we propose to advance the state-of-the-art by developing and evaluating a methodology we term neuronal fMRI (nMRI) which would enable a direct measurement of neuronal activity and its fast dynamics.
Achieving this arduous goal calls for a truly interdisciplinary effort, borrowing concepts from Chemistry (Chemical Exchange Saturation Transfer (CEST) of a neuronal-selective metabolite to impart specificity, restricted diffusion to probe cell sizes), Physics and Engineering (advanced MRI and reconstruction methods). Our general approach consists of a development-validation-application design, thus our main objectives are:
1. Harnessing the hitherto unexplored downfield resonance of N-Acetylaspartate (NAA) –a metabolite confined solely to neurons– in CEST MRI experiments, thus imparting specificity towards the neuronal population; combining this specificity enhancement with diffusion MRI sequences that are extraordinarily sensitive to cellular sizes, and hence are able to sense subtle cell-swellings arising upon neuronal firing. This new method, which we term neuronal-MRI (nMRI) will thus report on neuronal swellings, and as such reflect activity directly.
2. Implementing ultra-fast imaging techniques based on data multiplexing and the latest compressed sensing frameworks to nMRI, such that the 50 ms timescale can be reached with full brain coverage. This will allow the measurement of fast neuronal activity dynamics in the brain.
3. Applying nMRI to study the auditory circuit as a model system in-vivo.
In summary, we posit that nMRI –upon successful implementation and rigorous testing– will be highly impactful in many disciplines, and pave the way to study the neuronal population in health and disease.
Mobile assistance for groups  individuals within the community - stroke rehabilitation

MAGIC Post Stroke Project Team has united members from across Europe, dedicated to enable significant change in the delivery of health & social care (H&SC) services for patients post stroke. The consortium has recognised a significant gap in care associated with the recovery of such patients & we need a new way of meeting the needs of 508,000 new post stroke EU citizens/ year. Demographic changes are such that H&SC systems are failing to keep pace with demand & are not fit for purpose. By working in new ways & by reengineering systems with novel innovative technology & solutions we can think differently about our approach to care & improve the well-being for our patients; optimising the opportunity for recovery post stroke. Presently 1/3rd of all stroke patients are discharged from hospital with a significant change to life style, well-being, health status & independence. Community H&SC services do not enable patients to make a sufficient recovery post stroke. A search of state of the art technologies indicated much progress in the development of technologies to assist patients but no system is available to significantly affect rehabilitative improvement to scale; with no solution integration with H&SC services. Therefore, Public Procurers cannot go to open tender to deploy effective technology to solve system failures. The MAGIC Consortium recognised Pre-Commercial Procurement (PCP) as the only way to stimulate the market to find a solution to our common problem. MAGIC is an essential & strategically critical programme for the Team to optimise a patient’s recovery, to modernise H&SC systems to meet demand & to stimulate research, development & innovation. MAGIC will also stimulate European industry to become a global leader in this innovative field. Use of PCP is of particular interest to the consortium members & is new for many. Therefore, observer states will participate to contribute to the Pan-European improvement in care and to proactively share PCP knowledge.
Ocean energy era-net cofund

Abstract
OCEANERA-NET COFUND aims at coordinating the efforts of 8 agencies, in 4 Member states and 4 regions, in the ocean energy area. The joint action will focus on the demonstration and validation of innovative technologies for the generation of electricity from waves, tidal current, tidal range, salinity gradient and ocean thermal energy conversion, which will lead to improved performance, reliability and survivability of ocean energy conversion devices and arrays, and reduction in the levelised cost of energy (LCOE).   The project will comprise:
• A Co-funded Joint Call to support transnational, collaborative demonstration projects
• A second joint call to support transnational, collaborative research, development, demonstration and innovation  projects
• Joint activities to improve coordination between national / regional research programmes, coordinate with key stakeholders and promote knowledge transfer and exploitation of results
The project aims to build on European industrial leadership to help create a new industrial sector, which has potential to make a significant contribution to the decarbonisation of Europe’s energy system, economic growth, job creation, particularly in peripheral regions.
The consortium represents the leading countries and regions in the European ocean energy sector – Scotland (UK), Sweden, Spain, Basque Country (Spain), Ireland, Portugal and Bretagne and Pays de la Loire (France).
Distant entanglement protected through artificially increased local temperature

In composed quantum systems, the presence of local dissipative channels causes loss of coherence and entanglement at a rate that grows with the temperature of the reservoirs. However, here we show that if temperature is artificially added to the system, entanglement decay can be significantly slowed down or even suppressed conditioned on suitable local monitoring of the reservoirs. We propose a scheme to implement the joint reservoir monitoring applicable in different experimental setups like trapped ions, circuit and cavity QED or quantum dots coupled to nanowires and we analyze its general robustness against detection inefficiencies and non-zero temperature of the natural reservoir.
APPARATUS FOR EVALUATING CARBONATE SOLUBILITY

A method and apparatus of determining solubility of compounds at non-ambient conditions is disclosed. The compound of interest is placed in a reaction vessel which can withstand the non-ambient conditions, and is allowed to react with an acid at those conditions for a pre-determined time. The reaction is quickened thereby stopping the reaction, after which the conditions are permitted to return to ambient and the solubility of the compound is then determined gravimetrically.
Internationale Tourismusförderung von Alentejo – Valorisierung endogener Ressourcen als Differentiatorvermögen

Der Aktionsplan zur Unterstützung dieser Anwendung besteht aus folgenden Handlungsschwerpunkten (LA):-LA 1 – ONLINE COMMUNICATION -LA 2 – AKTIONEN MIT SOCIAL COMMUNICATION – CANAL B2C -LA 3 – AKTIONEN MIT Operadors/AGENTS OF setor -LA 4 – Feirs AND OTHER EVENTS -LA 5 – PUBLICITY CAMPANHES -LA 6 – Überwachung und ENTWICKLUNG DER ENTWICKLUNGEN -LA 7 – MANAGEMENT UND KOMMISSION DER OPERATION [TECHNICAL EQUIPMENT].
Circular AMDF Pitch Detection Algorithm Based on Short-Time Energy

Pitch period is a key characteristic parameter of speech signal,but accurate extraction of the period is very difficult.It usually occurs that halving and doubling frequency errors appear in the estimated results during the pitch tracking of traditional algorithm like the auto correlation function(ACF) and the average magnitude difference function(AMDF).To solve this problem,a detection method of combining the short-time average energy with the circular average magnitude difference function(CAMDF) for pitch period is proposed.Experimental results indicate that,on the basis of effectively separating the voiced speech from the unvoiced speech,this method can increase the valley features of sampling point which indicates the voiced speech pitch period,reduce the halving,and doubling errors and improve the precision of estimated values.The performance of this method is better than that of the traditional algorithms.
VPS 45-associated primary infantile myelofibrosis - Successful treatment with hematopoietic stem cell transplantation

PMF of infancy is a recently described autosomal recessive disorder presenting with severe bone marrow failure, accelerated neutrophil apoptosis, and significant platelet dysfunction, caused by a mutation in the VPS45 gene. In this study, we update our group of patients with PMF, highlighting different aspects of this disease, and evaluating the effectiveness of HSCT for the treatment of this disorder. Update of clinical data, hematological features, molecular studies, treatment and final outcome of four children diagnosed with VPS 45-associated PMF of infancy. The patients described had clinical and hematological findings consistent with MF. Molecular studies showed that all patients were homozygous for the Thr224Asn mutation in the VPS 45 gene. HSCT was carried out in three patients and was successful in two. VPS 45-associated MF is a novel primary immune deficiency that can be successfully corrected by HSCT if applied early in the course of disease using appropriate conditioning. The diagnosis of VPS 45-associated PMF should be considered in all children presenting with SCN with subsequent development of pancytopenia. Long-term follow-up of these patients is necessary to identify extra-hematological manifestations of VPS45 deficiency.
Barriers, benefits and motivation factors for the implementation of food safety management system in the food sector in Harare Province, Zimbabwe

The food manufacturing sector in Zimbabwe is dominated by small scale companies and most of these companies do not have food safety management systems. The barriers and motivation factors towards the implementation of Food Safety Management Systems (FSMS) such as Hazards Analysis and Critical Control Points (HACCP) and ISO 22000 in the food manufacturing sector in Zimbabwe have not yet been explored. The aim of this survey was to determine factors that influence the implementation of FSMS by food manufacturing companies in Zimbabwe. Fifty five questionnaires were distributed to different food companies in Harare Province in Zimbabwe and thirty were fully completed and returned. The questionnaires elicited information on the barriers hindering implementation of FSMS and factors that motivate food manufacturing companies to implement an FSMS. The survey revealed that the main barriers for the implementation of an FSMS in Harare Province and Zimbabwe at large, include lack of financial resources, size of organisation, inadequate infrastructure and facilities, and lack of top management commitment. Results of the survey also showed that the main motivation factor for the implementation of an FSMS is to improve product quality and safety. Improved product quality and safety was identified as the major benefit of implementing an FSMS. Other benefits highlighted include increased employee skills, improved company image, increased product sales, increased market share, and access to new markets.
Exploring learner acceptance of the use of virtual reality in medical education: a case study of desktop and projection-based display systems

Advanced technologies have been widely applied in medical education, including human-patient simulators, immersive virtual reality Cave Automatic Virtual Environment systems, and video conferencing. Evaluating learner acceptance of such virtual reality (VR) learning environments is a critical issue for ensuring that such technologies are used to greatest effect. This research describes the use of high performance real-time interactive software (VR4MAX) to build a prototype 3D VR learning system. A questionnaire survey was distributed to 167 university students to investigate learner attitudes toward learning via VR applications. Experimental results show that immersion and imagination features of VR-mediated course contents have a positive impact on perceived usefulness, and can also predict perceived ease of use, both of which contributors to behavioral intention of learners to use VR learning systems. Overall, this research validates the relationship between three features of VR and learners' behavioral...
SYSTEM AND METHOD FOR DYNAMIC TRANSACTION MANAGEMENT AND COLLABORATIVE AUTHORING OF A NEGOTIABLE DOCUMENT

A system and method for enabling coordinated, collaborative, data-driven document negotiation among multiple, divergent parties, either internally or externally, in a virtual environment. A comprehensive, singular, transaction management platform that transforms documents from a manual, text-based and paper-laden business and legal process into a data-driven experience via a negotiable transaction environment. The system streamlines and automates coordination of the life cycle of a binding document from deal origination to collaborative negotiation to executed agreement to archival to system-generated analytics. A term-based engine replaces the manual business and legal processes, and streamlines management of communication, approvals, signatures, commenting, recordkeeping and documentation. It provides a collaborative process for authoring text-based terms, as an alternative to an iterative, sequential drafting process; and an online, real-time searchable history of all changes for later discovery and/or compliance. As the system gathers data from transaction activity and final agreement, it dynamically builds workflow deliverables as well as analyzes resultant data and creates actionable business intelligence.