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: Describe the specific objectives and expected outcomes for 'Identification of novel correlates of protection to accelerate the introduction of vaccines against typhoid into populations with high disease burden' in the context of a Seventh Framework call.

assistant: **Objectives**

Salmonella enterica serovar Typhi (S. Typhi) is a major human pathogen causing approximately 22 million new infections and 600,000 deaths annually posing a significant challenge for strategies to control the infection in endemic areas. Current vaccines are of limited efficacy and cannot be used in young children. Development of new alternatives has stalled due to the high costs associated with performing large field trials as no reliable correlates of protection exist. Using a novel human challenge model recently established by the Oxford Vaccine Group, this research aims to identify easy-to-measure gene expression signatures predictive of vaccine-conferred protection (correlates of protection). Microarray technology will be used to determine the longitudinal gene expression levels in whole blood from individuals vaccinated against typhoid and subsequently challenged with S. Typhi. In order to identify the molecular events underlying the host-response to vaccination and infection with S. Typhi, transcriptional patterns will be identified using computational approaches such as network analysis and pathway and gene ontology over-representation analysis. Furthermore, gene expression signatures correlating with clinical and immunobiological data will indicate the mechanisms governing vaccine-derived protection. These data will facilitate the identification of reliable correlates of protection to accelerate the development and deployment of novel typhoid vaccines.
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: Describe how 'Pesticides in european groundwaters : detailed study of representative aquifers and simulation of possible evolution scenarios' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

Problems to be solvedPesticide concentrations above the 0.1 µg/L drinking water limit have been reported in many groundwater (GW) used for drinking water supplies in Europe. Questions as why it happens and how it will evolve in the near and distant future cannot be answered at the moment. Because the GW is used extensively for drinking water purposes, this is a problem of true European dimension. PEGASE will focus on delivering performance-assessed tools to predict the possible evolution of GW contamination by pesticides at the aquifer scale and to assess the socio-economic implications of alternative scenarios aiming at GW quality restoration or protection. An improved knowledge of the relative importance of processes involved in pesticide transport to and in the GW of representative aquifers will benefit the harmonized regulatory procedure and eventually lead to reductions in environmental deterioration, benefiting the community at local, regional, national and international levels. The work to be conducted through PEGASE will complement European policy objectives by providing tools that will help in implementing the Member States policies across Europe by both legislators and stakeholders.Scientific objectives and approachThe global objective of PEGASE is to enable predictive modelling of pesticide contamination of representative European aquifers, and assessment of socio-economic implications of the present and future contamination. Specific objectives and innovations are the:· Production of high quality data sets with intensive (36 monthly samplings) and extensive (land use, pesticide applications, soil, vadose zone and aquifer characteristics) monitoring of aquifers ranging from a 1 hectare area of a sandy aquifer with GW table < 2 m bgl to a karst aquifer with GW
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 Horizon 2020 proposal on 'European COmpetitiveness in Commercial Hybrid and AutoMotive PowertrainS'.

assistant: **Concept**

The ECOCHAMPS project addresses topic GV-4-2014, Hybrid Light and Heavy Duty Vehicles. The work will, in a single coordinated project, address all aspects of this topic and will be conducted by 26 partners representing the European automotive industry (OEMs (EUCAR), suppliers (CLEPA), ESPs and universities (EARPA)) including members of ERTRAC and EGVIA. The objective is to achieve efficient, compact, low weight, robust and cost effective hybrid powertrains for both passenger cars and commercial vehicles (buses, medium and heavy duty trucks) with increased functionality, improved performance, comfort, safety and emissions below Euro 6 or VI, all proven under real driving conditions. The five demonstrator vehicles, for this purpose developed to TRL 7,  that use the hybrid powertrains will among other give a direct cost versus performance comparison at two system voltage levels in the light duty vehicles, and include the modular and standardized framework components in the heavy duty vehicles. Achieving these innovations affordably will strengthen technical leadership in powertrains, enable a leading position in hybrid technology and increases the competitiveness of European OEMs. The vehicles will be ready for market introduction between 2020 and 2022 and (price) competitive to the best in-class (full hybrid) vehicles on the market in 2013. More importantly, the technology devised will impact on the reduction of CO2 emissions and the improvement of air quality. The project proposes to reach a 20% powertrain efficiency improvement and a 20% powertrain weight and volume reduction, with a ≤10% cost premium on the base model for the demonstrator. To meet air quality targets the project will prove, via independently supervised testing, real driving emissions at least below Eur
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 'The development of tools for tracing and evaluating the genetic impact of fish from aquaculture: “AquaTrace”' to be submitted under Seventh Framework.

assistant: **Abstract**

The genetic changes associated with domestication in aquaculture pose an increasing threat to the integrity of native fish gene pools. Consequently, there is a bourgeoning need for the development of molecular tools to assess and monitor the genetic impact of escaped or released farmed fish. In addition, exploration of basic links between genetic differences among farmed and wild fish and differences in important life-history traits with fitness consequences are crucial prerequisites for designing biologically informed management strategies.  The project “AquaTrace” will establish an overview of current knowledge on aquaculture breeding, genomic resources and previous research projects for the marine species seabass, seabream and turbot. The project will apply cutting-edge genomic methods for the development of high-powered, cost-efficient, forensically validated and transferable DNA based tools for identifying and tracing the impact of farmed fish in the wild. Controlled experiments with wild and farmed fish and their hybrids will be conducted with salmon and brown trout as model organisms using advanced “common garden” facilities. These experiments will elucidate the fundamental consequences of introgression by pinpointing and assessing the effects on fitness of specific genomic regions. Generated insights will form the basis of a risk assessment and management recommendations including suggestions for mitigation and associated costs. This information and the developed molecular tools will be available as open-access support to project participants and external stakeholders including the aquaculture industry. The project is expected to facilitate technology transfer to the aquaculture sector by promoting better tailored breeding practices and traceability throughout p
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: Describe the novelty, innovation potential and advance beyond the state of the art for 'An Archaeology of Exchange Networks in Central Africa. The Cases of the Copperbelt and Niari Basin Copper Deposits' (ArCAN).

assistant: **Innovation**

Exchange networks have played a major role in the history of Central Africa, but their exact location and how they operated remain largely unknown. This project aims at investigating the history of these networks by studying the exchange from and to the copper deposits in the Niari Basin (southern Republic of Congo) and in the Copperbelt (south-eastern Democratic Republic of Congo). Both areas were part of large scale and extensive economic spaces during the 2nd millennium AD. An interdisciplinary approach – including archaeology, materials science, historical geography and history – will be used for unravelling the course of the trade routes and their regional interconnectivity. The late 19th century networks are historically well documented, and will serve as a starting point for tracing their earlier configurations, origins and precursors, using material culture as the main source of evidence. Copper and ceramic artefacts will be studied in order to provide information on trade networks as well as on exchange of knowledge and ideas through the examination of their style and manufacturing processes. The investigation – including laboratory analyses – will result in the reconstruction through time of the exchange networks, and of the socio-economical spaces of which they were a part. This will allow reconstruction of the history of regional and long-distance connections and interactions, and assessment of the respective roles of geographical features and the socio-political context in shaping and maintaining exchange networks through time. Besides improving our knowledge on the ancient economic history of the area, the project results will provide empirical grounds for the development of more robust analytical and theoretical frameworks for interpreting ancient interac
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 'Numerical Simulation Tools for Protection of Coasts against Flooding and Erosion' under Seventh Framework.

assistant: **Concept**

This project aims to provide improved process understanding, new knowledge, methods, new and improved numerical tools, resulting in decision support systems serving decision-making at protection of coasts against flooding and erosion. Project resultys will contribute to improve reliability of coastal protection structures, and introduce an environmentally friendly approach in coastal protection. The activities will focus on work-out/improve/coordinate numerical model tools that are able to manage interactive data and forecast (by numerical simulations) short term (storm surge, tsunami) and long term (erosion, water level change) phenomena with respect to coastal protection. Project objectives will be pursued by exploring the available experience of the partners, creating complementarities /synergies between them, and using basic preconditions, as follows: - Scientific potential of all partners, the available theoretical knowledge, and expected new findings in the field of coastal hydrodynamics and flooding and - Long-term research cooperation with Chinese partners (dated from 1989) in the field of coastal protection (including some joint model developments, and published papers) - Experience in use of advanced numerical models (MIKE FLOOD, MIKE 21HD/CAMS, SWAN, VOF), as well as GIS data handling abilities, providing links to field observations and related monitoring programs - Well proven expertise in the field of coastal protection & risk management (via EU Coastal protection Projects: EU-FLOWS/FLOODsite/DELOS/CLAS and other - Experience in Environmentally Friendly Coastal Protection, advanced & innovative coastal technologies Project output should finally help decision makers in: - improving co-ordination of coastal erosion and surface water flood risk - strengthening
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 executive summary for the EU project 'Games Of Active Life' (GOAL) targeting Horizon 2020.

assistant: **Abstract**

The GOAL project provides a platform that fosters an ecosystem of games and applications that helps people stay motivated to lead socially engaged, physically and cognitively active lifestyles. The platform will benefit both players and third-party game developers. Players get to play their favourite games while at the same time working on a social and active lifestyle. Where certain GOAL games or applications will reward users for healthy behaviour, others allow the user to spend their earned GOAL Coins on virtual or real rewards. GOAL applications can reward among other, social interactions, physical activity, cognitive training, teamwork, and competition. Game developers choosing to integrate with the GOAL platform benefit by being able to leverage an easy to use platform that, when integrated into their games, provides out-of-the-box added value for their users’ healthy lifestyle. By leveraging the GOAL platform, game developers can focus on their strengths: to develop fun, engaging experiences for their users.The GOAL platform provides a set of services to integrated games and health apps. First, the platform supports a complete virtual reward system in which applications function as coin generators, coin spenders or both. Second, the platform provides generic, adaptive personalized goal-setting that apps and games can leverage to automatically provide the most relevant challenge to their users. Third, an integrated motivational agent helps users achieving their health-, or in-game goals. Last, the platform includes a social marketplace that fosters social interactions among the GOAL community.The GOAL platform has the potential to open up a new market in which health behaviour change components can be fully integrated in real, fun and engaging games. Game develope
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 'In-Vessel Melt Retention Severe Accident Management Strategy for Existing and Future NPPs' (IVMR) under Horizon 2020.

assistant: **Objectives**

The stabilization of molten corium is recognised as essential if a safe and stable state is to be reached following a severe accident. Among the possible options, In-Vessel Melt Retention (IVMR) appears as an attractive solution that would minimize the risks of containment failure (less Hydrogen produced, no corium-concrete interaction), if it can be proved to be feasible.The strategy is already adopted for the VVER 440 type 213 based on thorough research work for the Finnish Loviisa NPP and Hungarian Paks NPP. It is also included in the design of some new Gen.III reactors like AP-1000, APR 1400 and Chinese CPR-1000. It has also been studied in the past for other reactor concepts like KERENA (BWR) or VVER-640.Current approaches for reactors with relatively small power, such as VVER 440 or AP600, use conservative assumptions. However, for higher power reactors (around 1000 MWe), it is necessary to evaluate the IVMR strategy with best-estimate methods in order to address the uncertainties  associated with the involved phenomena. Additional R&D is needed to ensure and demonstrate adequate safety margins, including identification of efficient technical solutions for the external cooling of the vessel and performing best-estimate evaluation of relevant scenarios. Among other provisions, the possibility of cooling the corium inside the vessel by direct injection of water into the degraded core, may be considered because it is likely to remove a significant part of the residual power.The goal of the project is an analysis of the applicability and technical feasibility of the IVMR strategy to high power reactors, both for existing ones (e.g. VVER 1000 type 320 units) as well as for future reactors of different types (PWR or BWR). The main outcomes of the project will be elevant
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 'Shedding light on the diversity, ecology and evolution of enigmatic, uncultivated archaea using novel single cell and metagenomics approaches', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The Archaea represent the Third Domain of Life and comprise a group of microorganisms that are important players in major biogeochemical cycles. Yet,  even though more than 30 years have passed since their discovery, the biology, lifestyle and diversity of the archaeal domain of life remain to be poorly understood thus far, especially when compared to that of Bacteria and eukaryotes.Recent environmental surveys have revealed the existence of a vast, uncultured archaeal diversity, and the characterization of this so called “archaeal dark matter” is of great significance for understanding the diversity, biogeography and ecological relevance of Archaea in general, and the evolution of cellular life on Earth in particular. Yet, efforts to do so have been hampered by difficulties to cultivate these archaeal lineages under laboratory conditions.The current project aims to employ powerful, cultivation-independent approaches to genomically probe several deeply-branching archaeal lineages in order to set genomic standards for quantifying and defining archaeal taxonomic units, to determine molecular signatures of archaeal genomes, to reveal potential ecological functions of uncultivated archaea and to shed new light on the evolutionary relationship between Archaea and Eukaryotes. By combining state-of-the-art single cell genomics and metagenomics workflows with cutting-edge next-generation sequencing and bioinformatics pipelines, genomic data of several deep archaeal lineages will be generated and analyzed, focusing on the enigmatic Korarchaeota, as well as of representatives of the deeply-rooting Deep Sea Archaeal Group (DSAG) and the Ancient Archaeal Group (AAG). The proposed phylogenomic and comparative genomic analyses of these genomic datasets will reveal important novel ins
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 Sixth Framework proposal on 'Applications of the theory of rough paths to speech recognition'.

assistant: **Innovation**

We propose a novel approach to speech recognition, using new tools from stochastic analysis (the theory of rough paths) and machine learning theory (diffusion maps).The goals of this research are:(i) to develop new algorithms for speech recognition,(ii) t o advance our understanding of the mathematical tools to be used for this purpose and(iii) through this research, to create the conditions for the smooth re-integration of the researcher in the European mathematical community.We model the speech recognition process as a multi-scale dynamical system. The lowest scale consists of the acoustic signal and its delays driving a distribution on the set of phonemes, which in turn drives a distribution on the set of words and so on.We are mainly interested in the lowest scale. According to the theory of rough paths, all the information should be contained in the first p iterated integrals, where p is the roughness" of the signal. The first problem is how to estimate p from a discrete sample of the signal. One way is to look at the rate of decay of the iterated integrals. Another way is to treat the signal as a discrete signal and look for the q for which p-variation becomes "negligible". By considering the first p iterated integrals, we have embedded the signal in a much bigger space. Note though that we are only interested in a particular response, namely the distribution on the phonemes. We need to find those components that contain this information.To do this, we use a database of speech signals for which this response is known. Using a metric on the responses, we define a "kernel on similarity" on the samples, which we use to construct the diffusion map. These can be extended to all speech signals and be used to define a distance compatible with the known responses. The abo