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: Write the 'Expected Impact' section for the project 'High voltage booster in railways' (HVB), addressing dissemination and exploitation.

assistant: **Impact**

The increase of the power consumption of the rail traffic makes it necessary to find a system that allows to keep a sufficient voltage on the overhead line and also avoid the construction of costly new sub-stations. This system consists of an electronic booster compensating the voltage drop of the main power transformer of the railway sub-station.European railway companies, such as the SNCF, RT, SNCB, NS, ITALFERR for 25 kV 50 Hz and DB-AG for 15 Kv 16 2/3 Hz will, in a first phase, write their common specifications, the latter being adopted to the industrial way of well known companies such as ANSALDO, CEGELEC and SIEMENS. In a second phase, the state-of-the-art will be completed by work from the universities. At a third stage, to solve the problem, new structures with semi-conductors such as GTO, IGBT or other components will be studied as well as more classical structures of converters.Economic assessment, test books, environmental impacts will be made throughout the project to ensure a good viability and feasibility of this HVB project.The last stage will consist in writing the specifications of a type of HVB with a technology chosen by the technical steering committee. The latter, composed by the six main partners (railways, industries, universities) will validate the main decisions to be taken during the project and the deliverables to be presented to the DGVII.This project will be followed by a proposal to the Brite Euram Programme of DGXII in order to build prototype(s) recommended by the end of this HVB project. %
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 the 'Objectives and Scope' section of a Fifth Framework proposal for the project 'Estimation of the reproduction capacity of European eel. (enhancing the biological basis for sustainable fisheries and aquaculture.)'.

assistant: **Objectives**

The ultimate goal of the project is to stop the decline of the European eel population. For this purpose we need to understand the underlying cause of the decline. In this project we will determine the reproduction capacity of silver eels from different locations and the impact of diseases on their physical fitness. Furthermore we aim to provide management tools allowing the formulation of reliable decisions for eel ecosystems and eel fisheries management. For this we will estimate the capacity of yellow eel to transform into the downstream migratory silver eel ('silvering').Finally we aim to provide fundamental knowledge on the reproduction process, which is likely to be critical for the recruitment of the species. This knowledge might be used in future studies to develop a procedure for artificial reproduction.Specific Objectives1) The capacity of the silver eel to swim to the spawning grounds will be studied.
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 'INJECTABLE HYDROGELS FOR CARTILAGE REPAIR', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Hy2Care BV is a spin-off company of Twente University, in the Netherlands. It is Hy2Care’s ambition to introduce the first cure to Osteoarthritis (OA). The World Health Organization forecasted that, without treatment, OA will be the fourth leading cause of disability by 2020. Today, there is still no adequate solution for more than 120 million patients worldwide. Therefore OA represents a major economic burden on individuals, health care and social care systems. Hy2Care’s Injectable hydrogels are made out of advanced nanomaterials: During the gelation process the hydrogel is covalently bound to the surrounding cartilage and bone (a unique feature); as a consequence, integration of the repair tissue with the native cartilage is strongly improved. This unique tissue integration realized by the Hy2Care Injectable hydrogel discriminates it from all other products available on the market. The Injectable hydrogels are protected by a number of patent applications. The joint and cartilage regeneration market is projected to rise to € 21.8 billion by 2019. Hy2Care’s material platform also has potential of wide-spread application in the biomedical field. Significant market opportunities have been identified in e.g. wound care (estimated market size of > € 10 billion), cell therapy (estimated market size of > € 10 billion), veterinary medicine (estimated market size of > € 1.5 billion). Also in the life sciences research and development market opportunities are identified.The proposal relates to the work programme topic: Accelerating the uptake of nanotechnologies, advanced materials or advanced manufacturing and processing technologies by SMEs. The overall objective of Hy2Care’s innovation project is to produce Injectable hydrogels for cartilage repair. The objective of the feasi
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 'Quantification of the chronic phytoxicity of no2 and nh3 to forest ecosystems' in the context of a Fourth Framework call.

assistant: **Objectives**

There is NH3- and N02-dependent nitrogen deposition on forest canopies. Generated ions (NH4+, N02-, N03-) dissolve in the canopy throughfall and can be taken up from the soil by trees and competitive organisms. Partially they also leak into the subsoil water. Gaseous N02 and NH3 diffuse into needles via open stomata. In trees, airborne reduced or oxidized nitrogen is incorporated into organic compounds. Resultant nitrogen compounds may stimulate tree growth. Alternatively, they may accumulate. Nitrogen fluxes can be accompanied by mineral cation fluxes. Cations balance the charge of N03- or organic nitrogen-containing anions (e.g. proteins). There is also NH4+ - cation exchange at root surfaces and in the soil matrix. Field measurement of cation flux changes and integration of obtained parameters into an available canopy growth model is expected to quantify nitrogen-caused canopy thinning or cation deficiency, and the separate derivation of N02-tolerance limits for different forest ecosystems.
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 'Collective Awareness Platform for Tropospheric Ozone Pollution' (CAPTOR).

assistant: **Innovation**

Air pollution is the environmental topic that European citizens worry about most (Eurobarometer 2013). It puts considerable damage to health, agriculture and our natural environment. Despite these facts, the readiness and power of European citizens to take actions themselves is limited. The drivers of the CAPTOR project are three large civil society organizations. Being the interface between ministries for environmental issues, national and local political decision makers and the citizens, their experience evidences that the provision of data and information on air pollution to citizens in top-down and passive ways, as it happens today, is not sufficient to engage a critical mass of participating citizens required to support transitions in the systems of production and consumption that are the root cause of air pollution. CAPTOR combines the concepts of citizen science, collaborative learning and environmental grassroots activism to leverage the collective intelligence of existing networks of local communities, allowing them to understand reasons and consequences of air pollution; to stimulate debate; to address authorities with scientific valuable, robust data from citizens’ network of monitoring stations; and to transform this discussion into solutions. It runs three big pilots in Austria, Italy and Spain, driven by grassroots activists and local communities where citizens will engage in the project on different levels to address their concerns. The consortium includes a balanced group of multidisciplinary partners, including: institutions with recognised experience in ICT technologies, and in environmental and social sciences; one of the largest community networks in the world; and 3 NGOs with experience in grass root environmental activism and a strong links in 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: Compose the 'State of the Art and Innovation' section for a Seventh Framework proposal on 'The Future of European Citizenship in Comparative Perspective'.

assistant: **Innovation**

The European University Institute (Florence, Italy) will host professor Willem Maas (York University, Toronto, Canada) for a Marie Skłodowska-Curie International Incoming Fellowship.As one of the most promising North American scholars in the study of citizenship, professor Maas brings extensive research experience, project management capability, and especially expertise in the emerging area of multilevel citizenship. Drawing on his careful combination of empirical knowledge and interpretive and analytical skills, he will work with professor Rainer Bauböck, one of Europe’s leading scholars of citizenship, and other EUI experts. The combination of this expertise will enable an innovative and ground-breaking research project to assess the future of European citizenship on the basis of its historical development and of comparative cases, from analytical, interpretive, and normative perspectives. The project will boost EUI’s research capacity in the area of comparative and multilevel citizenship, which in turn will help advance understanding of the choices facing Europeans and their leaders as EU citizenship enters its third decade and beyond.The project will be of considerable interest to social scientists, legal scholars, and policy-makers, both in Europe and other states governed by federal or multilevel political arrangements, including regional integration efforts outside Europe. It will result in a major book as well as five papers to be presented at international conferences and subsequently submitted as articles to academic journals. Each research deliverable (the book and each of the five papers) is accompanied by academic events and knowledge transfer activities open to the public at the host institution and elsewhere including at the Fellow's home institution.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: Compose the 'State of the Art and Innovation' section for a Sixth Framework proposal on 'Integration of viral genomics with clinical data to predict response to anti-HIV treatment.'.

assistant: **Innovation**

Development of antiretroviral drug resistance is a major cause for treatment failure in HIV-infected patients. Although recent advances in molecular diagnostics have made available standardised systems to monitor the development of drug resistance mutations, inferring the drug susceptibility profile from genotype is still inaccurate for clinical purposes. A novel approach is proposed to predict the in vivo efficacy of antiretroviral drug regimens against a given HIV, based on the use of viral genotype data integrated with treatment response data derived from clinical practice.In line with this approach, the present proposal aims at- integrating biomedical information from three large genotype-response correlation databases, thus collecting the required critical mass of data.- developing and validating an array of different engines for effective prediction of the response to treatment based on the integrated biomedical information; different methods will be studied to realize the prediction engines (Case-Based Reasoning, machine learning, and others).- combining the different engines into a predictive system and make it publicly available on the web, with a sponsor based exploitation schema.The EuResist integrated data set, resulting from the merging of some of the largest existing resistance databases, will be the largest in the world. The vastness of genetic and clinical data that will be made available will lead to qualitatively new approaches in data analysis. The EuResist Combined Prediction System will be innovative, based on novel or state-of-the-art methods, some of which have not been applicable before due to insufficient amount of data.Expected advantages of this system include not only more effective care for patients but also significant decrease in global 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 the 'Expected Impact' section for the project 'MSCA Presidency Conference 2020' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

We propose the following goals of the Conference: firstly, to demonstrate the impact and importance of Marie Skłodowska-Curie Actions on researchers and, consequently, on strengthening of the European Research Area. MSCA Conference will provide a platform for in-depth discussions on the built and transformed landscape throughout the implementation of Horizon 2020 programme for young researchers. Following the path of the previous MSCA presidency Conferences within the Horizon 2020 framework programme, the Conference will contribute to a more effective research and mobility policy in ERA as well as demonstrate MSCA as a flagship EU programme for research mobility and training.Secondly, the Conference will provide a platform for a discussion and examination of the impact of MSCA has on fair, balanced and effective brain circulation. Brain circulation, defined as a two-way flow of highly skilled people, provides the most necessary stimulus to knowledge and innovation exchange. However, divide between the more and less R&I intensive regions leads to research excellence being more and more clustered. One of the results of such clustering is the inability to fully recognize and exploit research and innovation potential of the ERA. A more thoughtful approach to migration of highly skilled workforce and researchers appears to be one of the most important elements contributing to national and European knowledge and innovation exchange, which could maximize European research impact, economic growth and a more competitive science.Thirdly, by highlighting what has been done and what is envisioned for the future period, the Conference will reflect on connecting the needs of the ERA - and researchers in particular - the development of skills of researchers that are of an utmost impor
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 the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Cloud Energy management solution for Office It equipment and Smart devices'.

assistant: **Objectives**

ICT industry requires a large amount of energy to power its infrastructure (Computing and networking mainly), accounting for 10% of global electricity consumption. The ICT sector direct emissions are expected to increase a 270% from 2002 to 2020. As electricity takes a larger portion of the SME costs, companies try to find new ways to reduce both the financial and environmental impact of this consumption. The addition of more electrical devices to the work scene such as Personal Computers (PCs), Laptops and printers, is increasing the energy consumption of the organisations. Nowadays, the office IT equipment accounts for approximately 24% of a modern office building energy demand.Moreover, according to International Energy Agency (IEA), energy used by these devices is expected to triple by 2030 unless actions are taken to increase energy efficiency.Regarding PCs, research shows that in Europe, approximately 28% of PCs being left on overnight in the UK, resulting in an estimated energy loss of 4,700 GWh (379 M€/year). In Germany, approximately 30% of PCs left on overnight, it is estimated 10,000 GWh/year of energy are wasted (819 M€/year). By 2015, it is predicted that software solutions which cut wasted power from computers and servers will save companies 13,800 M€. According to recent market reports, PC and Server Power Management Software is predicted to generate a revenue of 579 M€ by 2015 on a global scale and it is expected to grow at a Compound Annual Growth Rate of 15.8% .PowerPlug’s new offering aims to change this by providing a platform that will enable the management of IT and smart devices as part of a global energy management system as it happens with HVAC and lighting systems. PowerCloud system will provide manageability for the IT, visibility and usage pa
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 'Dependency analysis via analogy-based systems for natural language processing' (1994-1998).

assistant: **Innovation**

Research objectives and content The identification of grammatical and semantic dependencies between phrasal segment is indispensable for NLP components that have to handle spoken data or to structure partial analises produced by NLP tools. In this research project NLP components will be designed and implemented for the resolution of dependencies and will be applied to solve the ambiguities left unsolved by speech tools at the phonological level. The system will base on analogy-based models of acquisition of linguistic skills by extending its application to syntactic and semantic knowledge. Training content (objective, benefit and expected impact) ENST is one of the leading european research centres for spoken NLP. The proposer expects to substantially benefit from being exposed to self-learning techniques currently developed at ENST. Self-learning techniques for language modelling are the focus of increasing investigation in speech technologies. Links with industry / industrial relevance (22) ENST has links with France Telecom. Applications that allows automatic handling of spoken data are of great interest for the communication industry. The development of components able to exploit the linguistic content of spoken data can be used to compress spoken data and to realize robust speech recognition systems. Self-learning systems for fast and accurate acquisition of syntactic and semantic information can be also fruitfully used for information retrieval/access, automatic summarisation, computer-aided translation.
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 Seventh Framework proposal on 'Precision dating of the Palaeolithic: chronological mapping of the Middle and Upper Palaeolithic of Eurasia'.

assistant: **Concept**

This proposal addresses the chronology of the Middle to Upper Palaeolithic transition of Eurasia, the period between ~60-30,000 years ago, during which the first modern humans dispersed out of Africa into the Old World and Neanderthals disappeared. This is a crucially important interval for understanding late human evolution and the reasons leading to the global dominance of our species. The project will allow, for the first time, the construction of a robust chronology for more than 50 key Palaeolithic sites dating to this period from Eastern Europe to Siberia. We will use advanced radiocarbon techniques, as well as other increasingly refined dating methods (OSL, U-series) and Bayesian statistics. Previous radiocarbon dating, the main chronological tool for this period, is known now to be severely problematic, principally because of difficulties in removing contaminants from the samples. The PI and his team have been to the forefront of developing new chemical pretreatment methods, such as the use of ‘ultrafiltration’ to purify bone proteins, which have revolutionized our ability to radiocarbon date reliably old samples. Over the last 5 years, application of these methods in the dating of western European Palaeolithic sites has led to a significant revision in the chronology of the Middle to Upper Palaeolithic transition. New dating is urgently required to clarify the wider picture of the transition in a much broader geographic area. The proposal will apply these methods to sites in northern Eurasia, principally Russia and Central Asia, which have yet to see the benefits of these recent methodological developments. This project builds on expertise from a wide collaborative network and on the PIs work in the field over the last 8 years. We will obtain groundbreaking new