SIRIS-Lab/unlabelled-sti-corpus huggingface dataset:
Direct drive tidal turbine (d2t2) accelerator project

Nova Innovation is a leading designer and manufacturer of tidal turbines. We have designed, built and deployed two grid-connected tidal turbines at our consented tidal energy site in Scotland. In 2016 we will deploy one of the world's first tidal arrays.

The problem addressed in this project is that existing technologies for exploiting tidal stream energy are
(a) relatively unproven, 
(b) expensive and 
(c) have yet to gain the confidence of the market. 

In this project we will address these three barriers by demonstrating a prototype turbine incorporating our novel Direct Drive generator at a real-world tidal site.

Our goal in this project is to reduce the lifetime cost of tidal energy by 20%. Outputs will be independently verified, and will demonstrate improved efficiency, improved reliability and lower maintenance costs. The results will be disseminated to raise investor and market confidence in the emerging tidal energy industry.

This Direct Drive Tidal Turbine (D2T2) Accelerator Project is at the core of Nova Innovation's business strategy. Innovation to cut costs and improve performance is essential to the future of the tidal energy industry. This project builds on five years of research and development, including the successful completion of a Phase 1 SME Instrument feasibility study into the Direct Drive Turbine. Demonstrating a full-scale device in an operational environment will bring the product from TRL6 to TRL8.

Potential customers are tidal energy project developers seeking to generate predictable, reliable energy from the tides at minimum lifetime cost. The market for tidal power is global, but Europe is taking the lead with potential clients in the UK, France and Ireland. Once proven in Europe the technology can be exported worldwide, with a potential global market of 800 TWh per annum (IEA-OES), or annual electricity sales of over €40 billion.
Observation of beauty and quarkonia with the upgraded alice at the lhc

Quantum Chromodynamics (QCD) predicts that at very high temperature and densities, ordinary matter undergoes a phase transition leading to a state of matter known as Quark-Gluon Plasma (QGP). The Properties of QGP can be investigated by heavy-ion collisions provided by the Large Hadron Collider (LHC) at CERN. The A Large Ion Collider Experiment (ALICE), the devoted experiment to investigate heavy-ion collisions at the LHC, is going through a substantial upgrade in 2019 and 2020 which is crucial to elucidate the properties of QGP by allowing the measurement of challenging probes like low pT heavy-flavor particles and quarkonium states and their coupling with the medium. HeavyQGP has the following scientific objectives: 1) perform analysis of ALICE data for quarkonia and beauty production; 2) ensure the quality of RUN3 ALICE data at forward geometries; 3) explore novel applications for the ALPIDE sensor; 4) operate the Muon Forward Tracker; 5) apply Open Science concepts at ALICE. HeavyQGP explores an innovative combination of expertise provided by the fellow (CPU architecture, computational physics, and nuclear instrumentation) and by the hosting institution (central involvement in ALICE Experiment and its upgrade) which improves the career prospects of the researcher while also supplying the host institution with key competences to initiate a high performance computing group on its premises and to fulfill its commitment to the ALICE upgrade program. A relevant secondment at CERN will offer the opportunity to the researcher to hold an active and prominent role in the ALICE experiment: System Run Coordinator for the MFT. This secondment will allow the high level implementation of the developments performed at the hosting institution, ensuring the continuity and dissemination of the action results. HeavyQGP will offer a set of training activities that will enable a consistent implementation of the project while reinforcing the leadership abilities of the fellow.
Cooling loop with a supercritical fluid system using compressed refrigerant fluid flow with a positive Joule Thomson coefficient

Provided is a chiller and system that may be utilized in a supercritical fluid chromatography method, wherein a non-polar solvent may replace a portion or all of a polar solvent for the purpose of separating or extracting desired sample molecules from a combined sample/solvent stream. The system may reduce the amount of polar solvent necessary for chromatographic separation and/or extraction of desired samples. The system may incorporate a supercritical fluid chiller, a supercritical fluid pressure-equalizing vessel and a supercritical fluid cyclonic separator. The supercritical fluid chiller allows for efficient and consistent pumping of liquid-phase gases employing off-the-shelf HPLC pumps. The pressure equalizing vessel allows the use of off-the-shelf HPLC column cartridges. The system may further incorporate the use of one or more disposable cartridges containing silica gel or other suitable medium. The system may also utilize an open loop cooling circuit using fluids with a positive Joule-Thomson coefficient.
Singularities and compactness in nonlinear pdes

The emergence of singularities, such as oscillations and concentrations, is at the heart of some of the most intriguing problems in the theory of nonlinear PDEs. Rich sources of these phenomena can be found for instance in the equations of mathematical material science and hyperbolic conservation laws.

Building on recent pioneering work of the PI, The SINGULARITY project will investigate singularities through innovative strategies and tools that combine geometric measure theory with harmonic analysis. The potential of this approach is far-reaching and has already led to the resolution of several long-standing conjectures as well as opened up new avenues to understand the fine structure of singularities.

The project comprises three inter-connected themes:

Theme I investigates condensated singularities, i.e. singular parts of (vector) measures solving a PDE. A powerful structure theorem was recently established by the PI and De Philippis, which will be developed into a fine structure theory for PDE-constrained measures.

Theme II is concerned with the development of a compensated compactness theory for sequences of solutions to a PDE, which is capable of dealing with concentrations. The central aim is to study in detail the (non-)compactness properties of such sequences in the presence of asymptotic singularities, for instance in relation to the Bouchitt ́e Conjecture in shape optimization.

Theme III investigates higher-order microstructure, i.e. nested periodic oscillations in sequences, such as laminates. The main objective is to understand the effective properties of such microstructures and to make progress on pressing open problems in homogenization theory and on the fundamental Morrey Conjecture. We will employ the promising tool of microlocal compactness forms, recently invented by the PI.

All three themes tackle challenging and important open questions, which will serve as guiding lights towards a robust framework for the effective study of singularities.
Gear wheel, gear drive and fitting

The wheel (10) has a body (12) comprising a radial outer side (14), and a tooth system (16) comprising tooth (18), at the outer side. The body comprises a cross-section, which is perpendicular to a rotation axis (20) of the wheel. The cross-section comprises a polygon with corners and sides. A side surface of the body covers a toothing section (16') of the tooth system and corresponds to the sides of the polygon. An edge of the body forms a corner tooth (16'') of the tooth system, where the edge of the body corresponds to the corners of the polygon. Independent claims are also included for the following: (1) an actuating unit for a window or door, comprising a gear wheel (2) a fitting for a window e.g. double-winged window or dibble-free window and/or door e.g. double-winged door or dibble-free door, comprising a gear wheel (3) a window e.g. double-winged window or dibble-free window and/or door e.g. double-winged door or dibble-free door, comprising a fitting.
On the radiation problem of high mass stars

A massive star is defined as one with mass greater than ∼ 8-10 M � . Central to the on-going debate on how these objects (massive stars) come into be- ing is the so-called Radiation Problem. For nearly forty years, it has been argued that the radiation field emanating from massive stars is high enough to cause a global re- versal of direct radial in-fall of material onto the nascent star. We argue that only in the case of a non-spinning isolated star does the gravitational field of the nascent star overcome the radiation field. An isolated non-spinning star is a non-spinning star with- out any circumstellar material around it, and the gravitational field beyond its surface is described exactly by Newton's inverse square law. The supposed fact that massive stars have a gravitational field that is much stronger than their radiation field is drawn from the analysis of an isolated massive star. In this case the gravitational field is much stronger than the radiation field. This conclusion has been erroneously extended to the case of massive stars enshrouded in gas and dust. We find that, for the case of a non- spinning gravitating body where we take into consideration the circumstellar material, at ∼ 8-10 M� , the radiation field will not reverse the radial in-fall of matter, but rather a stalemate between the radiation and gravitational field will be achieved, i.e. the in- fall is halted but not reversed. This picture is very different from the common picture that is projected and accepted in the popular literature where at ∼ 8-10 M � , all the circumstellar material, from the surface of the star right up to the edge of the molec- ular core, is expected to be swept away by the radiation field. We argue that massive stars should be able to start their normal stellar processes if the molecular core from which they form has some rotation, because a rotating core exhibits an Azimuthally Symmetric Gravitational Field which causes there to be an accretion disk and along this equatorial disk. The radiation field cannot be much stronger than the gravitational field, hence this equatorial accretion disk becomes the channel via which the nascent massive star accretes all of its material.
Cesta de Bens e Serviços Territoriais face à transição

Em estreita ligação, por um lado, aos imperativos de transição ligados às mudanças globais e, por outro, aos jogos de atores que se recompõem nos territórios, a construção da qualidade territorial encontra-se hoje num ponto de viragem. A “cesta de bens” deve agora ser analisada à luz de dinâmicas relacionais complexas, em apoio à invenção e mobilização de várias formas de inteligência coletiva que revelam diferentes relações com os recursos. Partimos da hipótese de que a inteligência coletiva desempenha um papel fundamental nas trajetórias das cestas de bens, ao possibilitar compreender e orientar o processo de emergência e valorização dos recursos, não mais somente em uma lógica econômica, mas em uma lógica de especificação via solidariedades sociais e ecológicas. A análise qualitativa e comparativa de dois coletivos na França demonstra que a inteligência coletiva influencia a emergência e sustentabilidade da cesta de bens em três níveis: na construção de novas formas de qualidades territoriais e rendas associadas, na redefinição das relações com os seres vivos e na capacidade de agir nos territórios. A este respeito, as dinâmicas relacionais, cognitivas e territoriais são fortes alavancas para a necessária transformação dos sistemas alimentares no sentido da sustentabilidade.
Computational Modeling of Allosteric Regulation in the Hsp90 Chaperones: A Statistical Ensemble Analysis of Protein Structure Networks and Allosteric Communications

A fundamental role of the Hsp90 chaperone in regulating functional activity of diverse protein clients is essential for the integrity of signaling networks. In this work we have combined biophysical simulations of the Hsp90 crystal structures with the protein structure network analysis to characterize the statistical ensemble of allosteric interaction networks and communication pathways in the Hsp90 chaperones. We have found that principal structurally stable communities could be preserved during dynamic changes in the conformational ensemble. The dominant contribution of the inter-domain rigidity to the interaction networks has emerged as a common factor responsible for the thermodynamic stability of the active chaperone form during the ATPase cycle. Structural stability analysis using force constant profiling of the inter-residue fluctuation distances has identified a network of conserved structurally rigid residues that could serve as global mediating sites of allosteric communication. Mapping of the conformational landscape with the network centrality parameters has demonstrated that stable communities and mediating residues may act concertedly with the shifts in the conformational equilibrium and could describe the majority of functionally significant chaperone residues. The network analysis has revealed a relationship between structural stability, global centrality and functional significance of hotspot residues involved in chaperone regulation. We have found that allosteric interactions in the Hsp90 chaperone may be mediated by modules of structurally stable residues that display high betweenness in the global interaction network. The results of this study have suggested that allosteric interactions in the Hsp90 chaperone may operate via a mechanism that combines rapid and efficient communication by a single optimal pathway of structurally rigid residues and more robust signal transmission using an ensemble of suboptimal multiple communication routes. This may be a universal requirement encoded in protein structures to balance the inherent tension between resilience and efficiency of the residue interaction networks.
Please smile

Nowadays, with reductions in manufacturing costs and a transition toward lifestyles of convenience, robots are becoming pervasive in our homes, museums, and hospitals. In addition to increased demands for robots in these domains, recently more artistic robots that interact with audiences on a personal instead of a practical level are now being exhibited in art exhibition. This paper explains how people interpret artistic robots as more than mere machines in the theory of intentionality and introduces the implementation of the artistic robot, Please Smile, which consists of five robotic skeleton arms that gesture in response to a viewer's facial expressions. The paper also explores how individuals can use experimental designs to create artistic robots that can express various ideas that traditional, practical robots can often not convey.
Desarrollo del laboratorio informático de Copernicus Computing Sp. z o.o. mediante el aumento de la potencia de cómputo del superordenador «Kopernik»

El proyecto se refiere a la expansión de un laboratorio de TI multipropósito dedicado a la investigación para la industria y la investigación científica. La idea del laboratorio se basa en la creación de una infraestructura informática altamente eficiente, apoyada por software propietario especializado desarrollado en el curso de trabajos de I+D. En tal modelo, las entidades que realizan trabajos de I+D, basados en modelado por computadora, bioinformática o simulaciones de ingeniería, encargarán cálculos a gran escala a nuestro laboratorio.2) El solicitante planea desarrollar un sistema de «ajustes dedicados a la renderización», es decir, un sistema de optimización de tareas relacionadas con sus actividades. Este sistema detectaría errores relacionados con la configuración de la escena para el renderizado, lo que resulta en un tiempo de ejecución demasiado normativo. Gracias a esto, iríamos al mercado con un nuevo servicio que no solo respondería a las necesidades de los usuarios, sino que fue una manifestación de un enfoque diferente al cliente que los implementados por otras granjas de renderizado. La idea para el mencionado laboratorio es un elemento de la estrategia de la empresa creada en la etapa de su creación con un inversor que pone especial énfasis en la diversificación de las fuentes de ingresos. Entre otras cosas, como resultado de la implementación de esta estrategia, en 2014 se emprendió una estrecha cooperación con la UMK, en 2016 con el Clúster TIC del Este, y en 2017 comenzó la construcción del superordenador polaco más rápido «LEM». El alcance del proyecto se eligió en respuesta a la creciente necesidad de acceso a una potencia informática barata y eficiente tanto para las tareas de I+D como para las tareas de renderizado. Las infraestructuras de investigación creadas como consecuencia de las ayudas regionales se pondrán a disposición en condiciones transparentes y no discriminatorias, de conformidad con lo dispuesto en el artículo 14, apartado 1. 11 del Reglamento n.º 651/2014.
UPGRADE OF THE MACHINE FLEET

COMPANY THAT OPERATES IN THE FIELD OF THE PRODUCTION OF PRINTED TAPES, LABELS IN FABRIC AND ADHESIVE PAPER, DIGITAL PRINTING, AND COMMERCIAL IN GENERE.THE EQUIPMENT FLEET AVAILABLE THE COMPANY ALLOWS TO CARRY OUT THE PROPOSED WORK BUT THE TECHNOLOGICAL EVOLUTION OF THE MACHINES IS FAST AND OFFERS ROOM FOR IMPROVEMENT IN TERMS OF DI:PRODUTTIVITA' QUALITY NEW PRODUCTSOBJECTIVE OF THE INVESTMENT PROJECT IS A GENERAL UPGRADE OF THE MACHINE FLEET IN USE IN ORDER TO MAKE IT MORE EFFICIENT AND EVOLVED FROM THE POINT OF VIEW OF TECNIOLOGICO, THIS ALLOWS TO BE ABLE TO ACCESS TO MORE IMPORTANT ORDERS IN TERMS OF VOLUMI.SI INTENDS TO PURSUE A GROWTH OF THE COMPANY BY INVESTING ON THE INCREASE OF THE NEW GENERATION OF MACHINES THROUGH THE DEVELOPMENT OF THE PRODUCTION OF THE COMPANY THROUGH THE DEVELOPMENT OF THE COMPANY THROUGH THE DEVELOPMENT OF THE COMPANY.
On the performance analysis of cooperative non-regenerative relay systems over generalized fading channels

In this article, we present three novel moment generating function (MGF) based approaches for performance evaluation of multi-hop, multi-relay cooperative amplify-and-forward (CAF) networks over a myriad of stochastic channel models. Method I is based on a recursive expansion of the MGF of effective SNR for a 2-hop CAF relay network developed in [15]. The second method is also similar to Method I except that it requires the exact MGF of the end-to-end SNR for a 2-hop relay network. Method III involves the split of a multi-hop route path into two sections, evaluating the MGF of the “weakest link” in each section, and then finding the MGF of end-to-end SNR using the result in [15] for a 2-hop CAF network. We show that all the above mentioned methods closely approximate the `exact' MGF and yield performance comparable to existing bounds. Unlike the existing methods (which are restrictive to specific fading channels), our proposed solutions is quite general and can be applied to a wide range of fading environments while dramatically reducing the computational complexity of average symbol error rate (ASER) for multi-hop multi-branch CAF relay networks. Moreover, our final solutions for the MGF of end-to-end SNR are expressed in closed-form for first two methods, and in terms of a single integral for Method III. The accuracies of our approximations have been validated with “exact” formulas that are available for specific wireless fading environments and via Monte Carlo computer simulations.
ALTRUISTIC ENTREPRENEUR, CE Sustainable model to support social entrepreneurship

Proposed project starts with assumption of existence of certain percentage of successful entrepreneurs in CE, who are genuinely altruistic and would like to offer their resources (funds, work and knowledge), to social entrepreneurs, who are still lacking long-term and holistic support.We named socially responsible entrepreneurs: altruistic entrepreneurs
Project innovativeness is in mobilization of altruistic entrepreneurs willingness to support social innovation and social entrepreneurship and in streaming it, into self-sustainable framework. Consequently, both key target groups will reach their goals, by cooperating together. Supporting framework will work on three layers:


1.) Social business support will be achieved through physical-virtual matching: altruistic entrepreneurs association,  label and seven platform tools: match-making, lunch-surfing, ethical value awards, mentoring, volunteering, employment of disadvantaged groups (including migrants) and transnational upscaling of social innovations (WPT2).   


2.) Capacity building of social entrepreneurs and social innovators will be established by coaching sessions, workshops, web-meetings and round tables, tackling the weakest knowledge topics: innovation process, fundraising, managing risk, employment, ICT and communication (WPT3).  


3.) Capitalization and transnational upscaling will be achieved with building sustainable framework model, guidelines and policy recommendations, as well as, with development and assessment of innovative indicators and method for measuring impact of social entrepreneurship.   
Project ambition is to change current situation of social entrepreneurship depending mainly on public funds, to model, where successful private entrepreneurs will have supporting role. The result will be triple-win situation: entrepreneurs will get organized system to provide support, social entrepreneurs will get system to receive support and governments will save a bit of  funds.
SWAN predictions of waves observed in shallow water onshore of complex bathymetry

Abstract SWAN model predictions, initialized with directional wave buoy observations in 550-m water depth offshore of a steep, submarine canyon, are compared with wave observations in 5.0-, 2.5-, and 1.0-m water depths. Although the model assumptions include small bottom slopes, the alongshore variations of the nearshore wave field caused by refraction over the steep canyon are predicted well over the 50 days of observations. For example, in 2.5-m water depth, the observed and predicted wave heights vary by up to a factor of 4 over about 1000 m alongshore, and wave directions vary by up to about 10°, sometimes changing from south to north of shore normal. Root-mean-square errors of the predicted wave heights, mean directions, periods, and radiation stresses (less than 0.13 m, 5°, 1 s, and 0.05 m 3 /s 2 respectively) are similar near and far from the canyon. Squared correlations between the observed and predicted wave heights usually are greater than 0.8 in all water depths. However, the correlations for mean directions and radiation stresses decrease with decreasing water depth as waves refract and become normally incident. Although mean wave properties observed in shallow water are predicted accurately, nonlinear energy transfers from near-resonant triads are not modeled well, and the observed and predicted wave energy spectra can differ significantly at frequencies greater than the spectral peak, especially for narrow-band swell.