SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Geochronological and mineralogical constraints on mineralization of the Hetai goldfield in Guangdong Province, South China

Abstract The Hetai goldfield, located in the southern segment of the Qinzhou Bay-Hangzhou Bay Juncture Orogenic Belt (QHJB), is the largest concentration of gold deposits in Guangdong Province, South China. The gold mineralization is hosted within the late Neoproterozoic to early Paleozoic Yunkai Group and strictly confined to mylonite (ductile shear) zones. The nature of the structural control of mineralization, in particular the role of ductile versus brittle deformation and their ages, which remain unclear despite numerous previous studies, are examined in this paper through an integrated study of geochronology and mineralogy. Lamellar and filament structures shown by pyrite and pyrrhotite in the ores suggest that sulfidation took place during ductile deformation and syntectonic metamorphism, but the majority of the ores are associated with brittle deformation features. In combination with macroscopic and microscopy observations on shear fabrics, LA-ICP-MS U-Pb dating on zircons of hydrothermal origin from mylonites suggests that the Hetai goldfield was subjected to two shearing events: an early sinistral ductile shearing at ca. 240 Ma, and a late dextral ductile-brittle shearing at ca. 204 Ma (Indosinian). These ages are ca. 90–30 Ma older than the previously published gold mineralizing ages of ca. 175–152 Ma (Yanshanian), suggesting that the main gold mineralization and related brittle deformation significantly postdate the ductile deformation. This inference is supported by the mineralization temperatures estimated from geothermometers of arsenopyrite (ca. 350–290 °C), chlorite (ca. 260–230 °C), and sphalerite (ca. 230–170 °C) intergrown with native gold, which are considerably lower than that for the ductile deformation (500–300 °C or higher). Based on these data, we propose that the gold mineralization in the Hetai goldfield predominantly occurred during the Yanshanian event, and only minor gold mineralization and associated sulfidation took place during the earlier Indosinian ductile deformation.
Garantizar la transparencia e integridad en la toma de decisiones públicas y los procesos electorales en el Estado de México

Este informe emite recomendaciones para promover la integridad y la transparencia en la toma de decisiones públicas en el Estado de México, regulando el acceso y facilitando la participación de las partes interesadas, así como para mejorar la transparencia y la integridad del financiamiento a partidos y campañas políticas. El documento aborda los retos actuales relativos al financiamiento politico tales como las contribuciones en efectivo y el clientelismo, así como la necesidad de asegurar capacidades adecuadas de auditoria y sanciones efectivas para mejorar la rendición de cuentas. De igual forma, analiza la situación relativa a las interacciones entre partes interesadas, por un lado, y funcionarios públicos y legisladores, por el otro, proporcionando recomendaciones para prevenir la captura de políticas públicas, preservar la integridad y fortalecer la transparencia.
Exploring selected long non-coding rnas as diagnostics and therapeutic targets for heart failure

Despite clinical advances, diseases of the cardiovascular system are the most common cause of morbidity and mortality in the EU with currently 50 million people suffering from heart failure. These important challenges call for a better understanding of underlying mechanisms to enable development of innovative, effective diagnostic and therapeutic strategies for heart failure. Cardiac stress such as myocardial infarction or hypertension leads to cellular “remodeling” of the left ventricle resulting in heart failure. Protein-coding genes originate from only 1.5% of the genome, whereas the larger remaining portion is often transcribed to non-coding RNAs, of which functional importance is still ill understood. We pioneered a role of small microRNAs as diagnostics and therapeutic targets for heart failure (Nature, 2008; Nature Comm, 2012, J Clin Invest, 2014). We now will focus on the larger fraction of long non-coding RNAs (lncRNAs) and their functional roles, as well as diagnostic and therapeutic use in heart failure. The proposal has the following interconnected objectives: a) identify novel functional relevant cardiac remodeling-associated lncRNAs; b) characterise key lncRNA cardiac targetomes; c) investigate lncRNA-paracrine mechanisms and the diagnostic and prognostic potential of cardiac-derived extracellular lncRNAs using large clinical cohorts; and d) discover their therapeutic potential to prevent cardiac remodeling in clinically relevant animal models. Innovative molecular and cell-based methods, a unique lncRNA-shRNA library, genetic animal models and availability of large clinical biobanks will form the basis for a successful strategy. LONGHEART will lead to ground-breaking new insight into the role of lncRNAs in the heart. These findings will firmly establish lncRNA-based mechanisms to identify fundamentally novel diagnostic and therapeutic entry points for a most serious clinical important disorder in dire need for new diagnostic and therapeutic paradigms.
Temperature and excitation intensity tuned photoluminescence in Ga0.75In0.25Se crystals

► The photoluminescence measurements on Ga 0.75 In 0.25 Se crystals have been carried out. ► Two peaks were observed at E A = 613 nm (2.02 eV) and E B = 623 nm (1.99 eV). ► Temperature and excitation intensity dependence of the PL spectra were analyzed. ► Activation energies of donor and acceptor levels were calculated. Photoluminescence (PL) spectra of Ga 0.75 In 0.25 Se layered single crystals have been studied in the wavelength range of 580–670 nm and temperature range of 7–59 K. Two PL emission bands centered at 613 nm (2.02 eV, A-band) and 623 nm (1.99 eV, B-band) were revealed at T = 7 K. The excitation laser intensity dependence of the emission bands have been studied in the 0.06–1.40 W cm −2 range. Radiative transitions from shallow donor levels located at E A = 0.11 and E B = 0.15 eV below the bottom of conduction band to single shallow acceptor level located at 0.01 eV above the valence band are suggested to be responsible for the observed A- and B-bands. A simple model was proposed to interpret the recombination processes in Ga 0.75 In 0.25 Se single crystals.
Cortical gradients of functional integration

Historically, cognitive neuroscience has focused on discrete, mutually exclusive modules or networks, however, current network-level descriptions of brain organization fail to account for integrated features of cognition. I recently described a principal gradient in cortical connectivity that reflects how activity from primary sensory/motor areas is integrated into transmodal regions of the default-mode network. This novel line of research led me to hypothesize that coherent aspects of cognition are an emergent property of a whole brain architecture consisting of multiple zones of integration. In particular, I hypothesize that each region of transmodal cortex is the apex of a zone of integration that is anchored by multiple unimodal cortical regions. To investigate the mechanism that allows abstract representations to form in transmodal systems, I first propose structural studies to investigate covariance in zone geometry across healthy adults, how zones have emerged through evolution and how they change across the lifespan. I will then explore the functional consequence of zones of integration for higher-order human cognition. I will examine if individual differences in cognition emerges from variation in the architecture of different zones, and how brain activity is altered when simple decisions depend on integrating information from multiple zones. Finally, I will examine how the absence of input from a sensory modality (through congenital deafness or blindness) alters the structure and function of transmodal regions in a zone-specific manner. By describing how the spatial layout of the cortex shapes its functions, this research provides a radically new framework for understanding the structural constraints that underpin the integrated nature of human cognition.
Research on Extraction of Natural Golden Cypress and Dyeing of Real Silk Fabrics

This paper extracts natural dyeing from golden cypress with water and uses it for dyeing of real silk fabrics;discusses the process of extracting natural dyeing from golden cypress;optimizes the process of dyeing real silk fabric with golden cypress extracting solution;evaluates the dyeing effect;and determines the appropriate process of golden cypress extraction,dyeing and fixation through orthogonal test and single factor analysis.The result shows that the optimal process of golden cypress pigment with water extraction method is: mass concentration of golden cypress 2.5 g/L,extraction temperature 100 ℃,extraction time 60 min and extraction once;the optimal process of direct dyeing of real silk fabric with golden cypress extracting solution is dye liquor pH value 7,dyeing at normal temperature and dyeing at constant temperature for 45 min after the temperature increases to 50 ℃.Dye-fixing agent can improve the color fastness of dyed real silk fabric appropriately.The optimal process of fixation is mass concentration of cross-linking agent 5 g/L,temperature 60 ℃ and dipping time 30 min.
Early pregnancy metabolite profiling discovers a potential biomarker for the subsequent development of gestational diabetes mellitus

Current early pregnancy screening tools to identify women at risk of developing gestational diabetes mellitus lack both specificity and sensitivity. As a result, the foetus and mother are often subjected to insult during disease progression, prior to diagnosis and treatment in later pregnancy. Metabolomics is an analytical approach, which allows for appraisal of small molecular mass compounds in a biofluid. The aim of this pilot study was to investigate the relationship between the early gestation serum metabolite profile and the subsequent development of gestational diabetes mellitus in the search for early pregnancy biomarkers and potential metabolic mechanisms. Our nested case-control study analysed maternal serum at 20 weeks' gestation, obtained from the New Zealand cohort of the Screening for Pregnancy Endpoints study. Metabolomic profiling was performed using gas chromatography coupled to mass spectrometry, and metabolites were identified using R software and an in-house mass spectral library. Statistical analysis was performed using SPSS version 21.0. Forty-eight metabolites were identified in the serum samples. Itaconic acid (P = 0.0003), with a false discovery rate of 0.012, was found to be significantly more abundant in women who subsequently developed gestational diabetes mellitus, when compared to controls with uncomplicated pregnancies. The current pilot study found that itaconic acid may have potential as a novel biomarker in early pregnancy to predict the subsequent development of gestational diabetes mellitus. However, the findings from this pilot study require validation with a larger, diverse population before translation into the clinical setting.
Numbers in the brain: the impact of brain lateralization on numerical abilities

Understanding the neural correlates of number cognition is of both intellectual and societal importance: number cognition gives fundamental insight into the evolution of cognitive processes and poor numeracy limits life chances and is a substantial cost to nations.
However, the neurological basis of number processing is poorly understood. Furthermore, despite brain lateralization being associated with dyscalculia, an arithmetic learning disorder, the exact impact of brain lateralization on numerical skills is unknown. NUMELAT aims to investigate the neural circuits underlying numerical competence and how these are affected by brain lateralization using zebrafish as a model system. Zebrafish are indeed able to assess numerical magnitude, show lateralized behaviours and it is possible to image neural activity in vivo in behaving larvae. The project will: 1) test whether laterality affects the development and extent of number cognition by: (i) determining the impact of laterality on zebrafish’ ability to assess numerical magnitude. The effect of brain lateralization will be determined by comparing the performance in wild-type and laterality mutant lines. (ii) determining the impact of laterality on developmental trajectories of numerical abilities in wild-type and laterality mutant larvae. 2) Identify neural circuits involved in number processing in wild-type and mutant lines using in-vivo neuroimaging in larvae while assessing numerosity. 
The use of a species whose genome is sequenced and whose nervous system has been extensively studied will introduce the zebrafish as a model for the study of neurobiology of numbers, with particular regard to the cognitive dysfunctions related to brain lateralization, such as dyscalculia. By combining behavioural analysis and in vivo imaging, NUMELAT provides an innovative approach to study numerical cognition and to address the challenging question about the link between anatomical, functional and behavioural asymmetries.
To reinforce the innovation capacities of savors and scents network on the Mediterranean territory

The MEDISS project aims at building an international network to promote the development of an innovative Mediterranean Scents and Flavours sector based on the principles of sustainable development. Considering its common characteristics on a MED area scale, the sector could benefit fully and rapidly from the networking of stakeholders, transfer of know-how and technical and scientific skills. This project will be a means of capitalizing on the strong values of the sector in the Mediterranean area (naturality, authenticity, identity) in order to encourage a dynamic development process throughout the productive chain. This development also depends both on an endogenous development using the best valorisation of local productions and know-how and en exogenous development using the transfer of know-how and skills from one sector to another (from scents to flavours and vice-versa) and from one territory to another. The actions led in the framework of the MEDISS will bear on both these aspects. Through joint operational efforts between the partners, the knowledge of the sector will be shared, the emergence and assistance of innovative projects will be encouraged and the mutualisation of tools and means for reinforcing innovation skills of businesses and stakeholders will be considered.
Working capital subsidy for the School of Sport Championship Białystok Company with Limited Liability

The project concerns support to the entrepreneur in providing liquidity and support to day-to-day activities due to the financial difficulties that have occurred to the entrepreneur as a result of the COVID-19 outbreak. Financial assistance under scheme SA.57015 (2020/N)
COMPOSITE LIMIT COLLAR

A tubular component includes a limit collar disposed about the tubular component, and the limit collar comprises a body portion comprising a plurality of upsets disposed on an inner surface of the body portion, wherein the plurality of upsets define a first ring, a second ring, and at least one rib, at least one chamber formed between the inner surface of the body portion, an outer surface of the tubular component, and one or more surfaces of the first ring, the second ring, or the at least one rib, and a binder portion disposed in the at least one chamber.
Indoor metallic pollution related to mining activity in the Bolivian Altiplano

The environmental pollution associated with mining and metallurgical activities reaches its greatest extent in several Andean cities and villages. Many locations in this area have accumulated through centuries a large amount of mining wastes, often disregarding the magnitude of this situation. However, in these naturally mineralized regions, there is little information available stating the exact role of mining and metallurgical industries in urban pollution. In this study, we demonstrated that the various metallic elements present in indoor dust (As, Cd, Cu, Pb, Sb, Sn, Zn) had a common origin and this contamination was increased by the proximity to the mines. Lead dust concentration was found at concerning levels for public health. In addition, wrong behaviors such as carrying mining workwear home contributed to this indoor dust pollution. Consequently, the constant exposure of the population could represent a potential health hazard for vulnerable groups, especially children.
Finding order in large-scale structures by quantum computing

Quantum computing is an emerging, interdisciplinary field of science in the intersection of computer science, mathematics and physics. Recent experimental advances in building a physical quantum computer show the urgency of finding possible applications. On the other hand to date we only have very small quantum computers, which are mostly useful for proof of concept demonstrations, thus for the time being one needs to focus on building and understanding the underlying mathematical theory. A particularly interesting aspect of quantum computing is quantum machine learning, which also needs a more firm theoretical understanding, because many of the recent developments are based on heuristic approaches which cannot be properly tested yet, due to the limitations of the available hardware.

This proposal outlines new approaches and ideas for quantum algorithm development, and attempts to improve some aspects of the theory of quantum machine learning, while also encompasses some fundamental theoretical questions. The described ideas are all related to the problem of finding large-scale structures in various objects. Since quantum computers tend to be quite efficient at recognizing patterns, it is a promising angle of approach. The relevant ideas are inspired by multiple related disciplines, and several of the proposed tools were recently co-developed by the applicant.

The supervisor has an outstanding track record in developing the mathematical theory of large-scale structures emerging in graphs, groups and networks, while the applicant has demonstrated strong problem solving skills and the ability of developing novel quantum algorithms, which promises a fruitful collaboration in the implementation of the proposed action.
Practical Guidelines for Setting up an Endoscopic/Skull Base Cadaver Laboratory

Adequate training based on cadaveric dissection is essential to acquire a practical knowledge of surgical anatomy and microsurgical/endoscopic dissection techniques. Endoscopic procedures for the treatment of pathologies of the skull base are becoming increasingly common. The endoscopic training curve for tool handling and a detailed knowledge of the topographic anatomy of the skull base require intensive training on cadavers before approaching living patients, which is why cadaver laboratory experience should be mandatory for every resident and surgeon preparing to use microsurgical and endoscopic techniques. We describe the basic principles of the philosophy of anatomic dissection and the equipment necessary to set up an endoscopic cadaver laboratory.
Promotion of ICTs usage by SMEs as an enabler of Value Networks

All around Europe regions have implemented different strategies to promote Information Society in SME’s convinced about the ICTs usage benefits to favour business sector. Those actions have contributed to the widely use of e-business as an opportunity for SME’s growth. 
 
ICT-VN want to go one step further and introduce a new challenge on information society promotion policies for SMEs. Today’s business environment tend toward more networked forms of organization and ICT’s development is one of the main drivers to facilitate interactions and value networks creation.

The project relies on the cooperation among 10 partners, from 9 countries willing to increase the impact of regional strategies for the Information Society and ICT promotion and development in SMEs in order to promote networking and contribute to the improvement of their regional economic competitiveness. New strategies will focus on three key sectors: agrifood, commerce/services and tourism.

Partnership is composed by
public bodies mandated by their regional authorities complementary in the field of information society, regional development and business and innovation sector:  
LP: (Spain) Navarra Fundación Dedalo para la Sociedad de la Información. P2: (Greece) Regional Development Sector, R.A. Computer Technology Institute. P3  (Italy) Emilia Romagna ERVET Economic Development Agency L.t.d. P4: Malta Communications Authority.
P5: (Denmark) Agro Business Park. P6: (Belgium) TeleRegions Network. P7: (Slovenia) RDA of Northern Primorska Ltd Nova Gorica
P8: (Hungary) West-Transdanubian Regional Development Agency.
P9-P10: (Ireland) West business and Innovation Center and Border Regional Authority

The activities will develop in 36 months structured in 3 components:
Two transversal components C1:Management and coordination and C2: Communication and Dissemination.
C3 represents the core element of the project including seven phases:1. Identification of good Practices and experiences (10 per region)
on IS promotion in SME’s 2. Exchange of experiences among regions. 3.Selection and Description of Transferrable Good Practices ( 5 per region) 4. Best Practices selection, study and Evaluation (1 per region) following a common methodology. 5. Training sessions and study visits to the selected good practices 6. Development of 1 Regional Transfer Plan per region. 7. Development of practical guides: "Guide of good Practices" and "Transfer Handbook of Good Practices".The main expected results are 20 interregional events, 243 participants, 80 good practices identified, 8 ICT regional policies adressed and 20 staff members with increased capacity.
The future of aviation is electric

From both a cost & environmental standpoint, the future of aviation is electric. Although the traditional aircraft fuel still provides higher energy densities than the batteries, an electric-airplane movement has begun.
More than 50 companies have announced passenger carrying vertical take-off & landing (VTOL) projects & the sector has never received so much coverage from mainstream media. There is a global race to deliver aircraft that will be able to service the air transportation needs of modern congested cities.
Yet, most of this development is done from scratch, with little regard to the already proven technologies. Moreover, aviation history shows that disruption is extremely difficult (both technologically & from the certification point of view) & that the most adopted solutions are usually modern revisits of reliable designs. This is the approach we are taking with our novel aircraft.
aEro2 is built on the success of our aEro 1 electric conventional take off & landing aerobatic plane. The eVTOL aEro2 will use a modular hybrid-electric power system. Three key features differentiate it  from the competition. It is:
- built on proven aircraft designs;
- reuses all electric propulsion already validated on our TRL 9 aEro 1;
- Can take off/land both as a conventional fixed-wing aircraft & as a rotor craft.
Uniquely among the VTOL manufacturers, we chose a more reliable strategy to bringing an electric aircraft to reality. We built & tested aEro 1—a fully electric conventional airplane using a retrofitted Silence Twister. We validated that all systems work as expected in 60+ hours of flight time. Now we are building aEro 2—the proper VTOL. aEro 2 is a 500kg 2-seater aircraft that can travel at 320km/h up to 800km, land and take off vertically and produces very low noise. We are planning to address 3 market segments in aerobatics, pilot training & finally urban air transportation, reaching €15m in revenues & 50 FTEs by 2023.