RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain how 'Integration of Machine Translation Paradigms' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Machine Translation (MT) is a highly interdisciplinary and multidisciplinary field since it is approached from the point of view of engineering, computer science, informatics, statistics and linguists. Unfortunately, the cooperation and interaction among these fields in relation to MT technologies is still very low. The goal of this research project is to approach the different profiles in the MT community by providing a new integrated MT paradigm which mainly includes linguistic technologies and statistical algorithms.Basically, our research will be focused on the problem of dynamically integrating the two most popular MT paradigms: the rule-based and the statistical-based. We will use linguistic technologies developed either for the rule-based MT systems or other natural language processing tasks into statistical MT systems. Linguistic technologies include: bilingual dictionaries, transfer rules, statistical parsing, word sense disambiguation, morphological and syntactic analysis. The new paradigm will provide solutions to current MT challenges such as unknown words, reordering and semantic ambiguities.The project will focus on the three most spoken languages in the world: Chinese, Spanish and English; and all translation combinations among them. These language pairs do not only involve many economical and cultural interests, but they also include some of the most relevant MT challenges such as morphological, syntactic and semantic variations.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Fifth Framework proposal on 'Brain development'.

assistant: **Concept**

In the first conference in this series we brought together researchers on brain development with those from infant psychology to discuss the normal functional development of the brain. In this second conference in the series proposed here we would shift attention to the ways in which functional brain development can go wrong. Specially, we will shift attention to the ways in which functional brain development can go wrong. Specifically, we will bring together scientists with a clinical interest in abnormal development and the effects of early brain damage, with theoreticians interested in modelling the processes underlying functional brain development. By bringing these two groups together we hope to interest the theoreticians in modelling process of abnormal, as well as normal development, and to inform those studying developmental disorders about theoretical models that may help us to a deeper understanding of these problems. The following topics will be reviewed: relationships between cortical functional specialisation and regional heterochrony of maturation; interactions between subcortical and cortical development; evidence for pre-specified cortical specialisation; abnormal cortical specialisation and functional brain plasticity; development of frontal cortex functions and of interhemispheric coordination (cortical and subcortical pathways), models of cortical functioning.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain how 'Atmospheric Circulation Classification and Regional Downscaling' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

Objectives : To evaluate existing methodologies for classifying atmospheric circulation patterns, to automate them and to develop new automated schemes. To use these automated schemes to further understanding of climatic variability since the late nineteenth century, and of the physical links between circulation at different space-scales and between circulation modes and synoptic features. To determine the importance of, in particular, the North Atlantic Oscillation (NAO) with respect to the variability of surface temperature and precipitation across Europe. To improve the potential of the circulation classification approach for downscaling by optimising the discrimination of observed surface weather variables, and assessing stationarity of relationships at different space scales. Brief Description of the Research Project : Much effort is devoted to GCM (and higher resolution) simulations of present climate and the projection of future climates. Across Europe, impact studies are dependent on climate scenarios generated by downscaling" from such models. The assumptions upon which such scenarios are based are too rarely tested at the regional and sub-regional scales. A prime reason for this inadequate testing is the current absence of robust, automated, methodologies for classifying circulation patterns. ACCORD will undertake a comprehensive assessment of existing methods of circulation classification, and will develop emerging techniques to produce automated schemes, taking into account space-scales, transportability, powers of discrimination and robustness. The primary information will be surface pressure observations from 1881, but upper air and Reanalysis data will also be used. ACCORD will also examine whether clustering of surface weather variables provides more dis
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Dissecting the Central Stress Response: Bridging the Genotype-Phenotype Gap' under Seventh Framework.

assistant: **Concept**

The biological response to stress is concerned with the maintenance of homeostasis in the presence of real or perceived challenges. This process requires numerous adaptive responses involving changes in the central nervous and neuroendocrine systems. When a situation is perceived as stressful, the brain activates many neuronal circuits linking centers involved in sensory, motor, autonomic, neuroendocrine, cognitive, and emotional functions in order to adapt to the demand. However, the details of the pathways by which the brain translates stressful stimuli into the final, integrated biological response are presently incompletely understood. Nevertheless, it is clear that dysregulation of these physiological responses to stress can have severe psychological and physiological consequences, and there is much evidence to suggest that inappropriate regulation, disproportional intensity, or chronic and/or irreversible activation of the stress response is linked to the etiology and pathophysiology of anxiety disorders and depression.Understanding the neurobiology of stress by focusing on the brain circuits and genes, which are associated with, or altered by, the stress response will provide important insights into the brain mechanisms by which stress affects psychological and physiological disorders. This is an integrated multidisciplinary project from gene to behavior using state-of-the-art moue genetics and animal models. We will employ integrated molecular, biochemical, physiological and behavioral methods, focusing on the generation of mice genetic models as an in vivo tool, in order to study the central pathways and molecular mechanisms mediating the stress response. Defining the contributions of known and novel gene products to the maintenance of stress-linked homeostasis
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'HEAT PUMPS SKILLS FOR NZEB CONSTRUCTION', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

HP4All brings together leading experts across Europe to enable capacity and skills development within the Heat Pump sector and to ensure that the energy efficiency gains afforded by heat pumps are realised.  HP4All, following a a holistic, systemic point of view, will work both with the supply side (manufacturers, SMEs, installers etc) and demand side (building owners, public sector etc.). This way, the project will enhance, develop and promote the skills required for high quality, optimised Heat Pump (HP) installations within residential/non-residential buildings bringing Europe to the forefront of the climatization sector.HP4All will develop the HP4All package, a set of different tools and resources to be used by the different related stakeholders. The package includes a HP Competency Framework to facilitate Mutual Recognition of HP Skills and, from an end user perspective, a HP Knowledge Hub will be created to provide guidance, support and tools e.g. procurement guidance to increase the demand for HP skills and knowledge.  HP4All will validate this package through 3 regional plans being implemented (AT, ES and IE) with the ambition of driving market change, influencing end user decisions and planning for new innovations.  The implementation plans will be informed by extensive stakeholder engagement to map current and future barriers to HP market exploitation and skills development.  Leading experts in the HP and Energy sector will support the regional actors to prepare the market for new innovations related to HP technology, procurement and contracting services. The impact of the project will be maximised through the role of the Observers (HR, PT,RO ) as they will follow closely the development and validation of the HP4All package, being early adopters even before th
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Next-generation heart bypass grafts to naturally restore cardiovascular function.' (HeartRestore) under Horizon Europe.

assistant: **Objectives**

Coronary Artery Disease is caused by narrowing of heart arteries that supply blood, often due to atherosclerosis. Coronary artery bypass grafting (CABG) is the gold standard surgery to treat it, and it commonly involves harvesting patient’s veins from the legs as grafts. This collection affects patients causing chronic pain and costly complications. It also has a high failure rate with >20% implants occluded after 1 year.Xeltis has developed a unique restorative vascular graft (XABG) that eliminates the need for vein harvesting. The implant provides a homing structure for cells in which cardiac and vascular tissues can be naturally restored, with the related advantages and benefits for patients and the healthcare system. We have proven our technology in first niche applications, as well as completed pre-clinical studies successfully for XABG. Now, we plan to perform a full clinical validation to obtain a CE mark in Europe and start market deployment and commercial up-scaling.


**Keywords:** Coronary artery disease,cardiovascular tissue restoration,synthetic cardiac implants,bioabsorbable medical devices
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Mathematics of Density Functional Theory' (MDFT) under Horizon 2020.

assistant: **Objectives**

Density Functional Theory (DFT) is one of the most famous methods used in quantum physics and chemistry to describe matter at the microscopic scale. The purpose of the proposal is to investigate the mathematical foundations of this theory. The questions which have to be solved involve advanced tools from nonlinear analysis, partial differential equations, spectral theory, optimal transport, and numerical analysis. Several have stayed unsolved for many years. The project is prone to have an impact in many areas of mathematics, as well as in physics and chemistry.The proposal is divided into three main tasks. The first is focused on some important questions on the foundations of DFT, including excited states, its time-dependent formulation, and the local density approximation based on the uniform electron gas model. DFT can be formulated as an inverse problem, the main question being to find the external potential knowing only the density of particles in the system. We will investigate the invertibility of the potential-to-density map, both in the stationary and time-dependent cases.The second task deals with the derivation of simple DFT models from the true Schrödinger equation, a problem which has been largely discussed in the literature. We will work on the most challenging open questions, including for instance the relativistic Scott correction, or the proof of Bose-Einstein condensation for an infinite Bose gas in the mean-field limit.Finally, in the last task we study some particular DFT models, which are particularly challenging from the mathematical point of view. This includes for example a highly nonlinear model for neutrons and protons, infinite crystals with deterministic and random perturbations, and a time-dependent electromagnetic field solving Maxwell's eq
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'On the head of snakes: form, function and adaptation to life in dense media' (HeadStrong), addressing dissemination and exploitation.

assistant: **Impact**

Environments impact organism diversity and drive convergence—whereby distantly related species share phenotypes due to adaptation to similar environments (e.g. bird, bat wings). Evolutionary studies of ‘environment’ often apply arbitrary categories (e.g. fossorial, arboreal) that vaguely blend biotic and abiotic factors, limiting quantitative studies of form-function links. Innovatively, this project will test the hypothesis that a continuous physical variable (substrate density) has driven head shape adaptation. Under this hypothesis, a density gradient mirrors a phenotypic response gradient. Snakes are a superb system to study head shape adaptations because of: 1) spectacular taxonomic and phenotypic diversity, including many independent origins of aquatic and burrowing forms, and 2) limblessness, requiring snake heads to adapt to demands for locomotion as well as feeding, and protecting sensory organs. Similarities in aquatic and burrowing snake heads have been explained by adaptation to mostly unspecified environmental factors. Testing the hypothesis that variation in head shape is explained by substrate density will provide a fresh perspective on debates about the possibly aquatic or burrowing origin of snakes. I will quantify: a) head shape of snakes living in substrates of various densities, b) mechanical forces undergone by heads and skulls during headfirst locomotion, c) integration among head, skull and braincase shape. These data will be analysed in a comparative phylogenetic framework. HeadStrong combines 3D imaging, mechanics experiments with a snake-like robot and computer simulations that will be performed in globally leading institutions with unrivalled resources in terms of a vast reptile collection, outstanding imaging facilities, and expert staff. Hea
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Functionally Integrated E-axle Ready for Mass Market Third GENeration Electric Vehicles'.

assistant: **Innovation**

FITGEN aims at developing a functionally integrated e-axle ready for implementation in third generation electric vehicles. It is delivered at TRL and MRL 7 in all its components and demonstrated on an electric vehicle platform designed for the European market (A-segment reference platform). The e-axle is composed of a latest generation Buried-Permanent-Magnet Synchronous Machine, driven by a SiC-inverter and coupled with a high-speed transmission. It is complemented by a DC/DC-converter for high voltage operation of the motor in traction and for enabling superfast charging of the 40kWh battery (120kW-peak) plus an integrated AC/DC on-board charger. The e-axle also includes a breakthrough cooling system which combines the water motor/inverter circuit with transmission oil. The FITGEN e-axle delivers significant advances over the 2018 State of the Art: 1) 40% increase of the power density of the e-motor, with operation up to 18,000rpm; 2) 50% increase of the power density of the inverter, thanks to the adoption of SiC-components; 3) affordable super-fast charge capability (120kW-peak) enabled by the DC/DC-converter, integrated with single- or 3-phase AC/DC-charger; 4) increase of the electric driving range from 740 to 1,050km (including 75 minutes of charging time) in real-world freeway driving with the use of auxiliaries. The FITGEN e-axle will enter the market in the year 2023, reaching a production volume target of 200,000 units/year by 2025 and of 700,000 units/year by 2030. It is designed to be brand-independent and to fit different segments and configurations of electric vehicles, including hybrids. The FITGEN consortium includes one car-maker and three automotive suppliers for motor, power electronics, and transmission, reproducing the complete supply chain of the
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'Corrugated sheet Application of  Solar npo’s for Asbestos Replacement in Argicultural Real-Estate' (CASARAR), addressing dissemination and exploitation.

assistant: **Impact**

Sunchip Projects B.V. is a full subsidiary company of Weijland Beheer B.V. and a strategic partner of Weijland Technologies B.V. Within the group a proprietary optimizer technology (Nano Power Optimizer- NPO) has been developed that offers a solution to inefficiencies of the series connection in solar panels. It has also integrated that technology with a traditional roof tile (NanoTile) to enhance viable residential photovoltaic locations (NanoTile), improves shading and soiling inefficiencies up to 15% and provides an affordable off the grid solution for clean sustainable energy generation. The technology is set to further be developed in a Corrugated Sheet Application. Value Proposition: An integrated solar roof solution that improves shading and soiling inefficiencies from PV panels by increasing output generation of electricity by 15% , lowers cost up to 25%  and is the fraction of the size of a regular PV panel. This project aims at studying the feasibility of such a development from business, technology, production and economic perspective.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Develop and test power efficient actuator concepts for separation flow control at large aerodynamic areas requiring very low actuation energy' to be submitted under Horizon 2020.

assistant: **Abstract**

Flow separation on aircraft wings has been notoriously linked with loss of lift and extra drag. Furthermore, the recent development of larger, more efficient Ultra High Bypass Ratio (UHBR) engines requires slat cut backs at the juncture of the engine pylon, which significantly promotes separation at high angles of attack. WP1.5 of Clean Sky 2 (CS2) Large Passenger Aircraft (LPA) Programme has been dedicated to addressing this very issue by developing active flow control (AFC) strategies. Among the various AFC techniques proposed in the literature, the pulsed jet actuator (PJA) control has been regarded as a particularly promising one as it suppression separation effectively and with much lower mass flow than the continuous blowing actuation. WINGPULSE is specifically designed to unlock the potential of the PJA technique by combining the expertise of UNOTT in wind tunnel experiments, high-fidelity simulations and control design and the cutting-edge infrastructure and expertise of large-scale flow control testing at ILOT. The overarching aim of WINGPULSE is to develop and demonstrate PJA concepts for flow separation control with efficiency beyond the state-of-the-art (reducing the net mass flow by a factor of 3-5. UNOTT and ILOT will bring together their respective expertise in Computational Fluid Dynamics, aerodynamics, high integrity wind tunnel testing and development of novel flow control actuation systems, including pulsed jet actuator systems, to deliver the two models that facilitate the flow control test programme for UHBR integration in Clean Sky LPA WP1.5.3.


**Keywords:** Computational Fluid Dynamics, Flow Control, Pulsed Jet Actuators