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 'Young Farmers Leading Eco-friendly Agricultural Futures' (LEAF), addressing dissemination and exploitation.

assistant: **Impact**

LEAF (New Farmers Leading Eco-friendly Agricultural Futures) is a research project that explores the motivations, challenges, and enabling factors driving young farmers to adopt agroecological practices. Focusing on Denmark, it aims to understand the barriers young farmers face in generational renewal and the adoption of sustainable farming methods. With only 12% of European farm managers under 40, and a significant gender imbalance, the project also seeks to identify how public policies, particularly the EU's Common Agricultural Policy (CAP), can better support this new generation of farmers, with attention to gender-specific needs.LEAF is an interdisciplinary research project combining social science and ecology. It uses a Participatory Action Research (PAR) approach to engage directly with young Danish farmers. Through participatory interviews and workshops, the project aims to gather insights into their motivations and obstacles, such as technical knowledge gaps, financial constraints, and limited market access. The findings will be enriched through a review of relevant literature and an analysis of CAP policies.The project will generate practical outputs, including guidelines for young farmers and policy recommendations to foster agroecology and support generational renewal. These insights will help shape more inclusive and effective European agricultural policies, ensuring that both male and female farmers are equipped to transition toward more sustainable, eco-friendly farming practices.Through LEAF, a nuanced understanding of young farmers' socio-economic and policy challenges will emerge, providing valuable guidance for future agricultural strategies. This research has the potential to significantly impact the future of farming, promoting long-term sustainabili
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 'A novel approach of organ preservation using anti-necrosis agent before transplantation.'.

assistant: **Innovation**

One of the most important advances in organ transplantation has been the development of preservation procedures resulting in high quality and efficacy of organ supply and operations. However, current methods used to preserve organs are limited to a very short period of time (i.e. less than 24h). And insufficient organ preservation capabilities place important logistical limitation to organ donation which place several constraints on the distance that can be travelled to recover donor transplant. With such supply constraints, a great many of organs are wasted meanwhile, only 10 % of people on the waiting list received an organ and 18 people on waiting lists die every day across Europe due to the shortage of available organs. Overcoming the logistical constraints is an necessity to increase the availability of organs for donation by increasing the delivering area, reducing organ shortage and saving more lives.To address the unresolved challenge ElaPharma has come with a new solution: A small additive molecules inhibiting an intracellular enzyme involved in organ necrosis processes during preservation. Intended for the flushing of organs at the time of organ removal from the donor in preparation for storage and transportation, ElaPharma anti-necrosis agent successfully maintain any organs for up to 24h suppressing all the supply constraints to organ replacement. Besides, after the 24h, organs preserved with ElaPharma have 8x higher cellular viability providing better patient outcomes and remission after transplantation. ElaPharma implementation will results in more lifesaving significantly increasing the organ delivering area, saving life by providing more transplantations. We expect to acquire 40% of the European market (i.e. 13 500 transplantations) and 7% of the US mark
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 'e-Society Interconnections Software'.

assistant: **Objectives**

Our company Roksnet OÜ, based in Tallinn Estonia, has created the Roksnet e-Society Interconnections Software thatenables Governments to create a scalable distributed network between an unlimited number of systems for secure dataexchange and improve e-Government services to the next level for citizens and businesses. Our novel software is based onthe proven Blockchain technology of Estonia’s X-Road. Our team has more than 15 years of experience in Estonia andFinland. The solution we are offering has made Estonia one of the best functioning e-Societies in the world where almosteverything is done digitally. Roksnet offers the same opportunity for everyone globally. Our novel platform is the new way ofgetting the private organisations to create innovative public services, using open data and open public services, henceopening new business opportunities. We go a step further, by extending this limitless scalable ecosystem into the operationsof private businesses to efficiently and securely connect people, organisations, public institutions, financial institutions,supply chains and smart machines in a unified collaborative economy. Our vision is to be the market leader in e-Society dataexchange system, a blue ocean market we created, and see Roksnet spread across the whole globe securely connectingbillions of people, entities, institutions and smart machines. Phase 1 of this innovative project is to carry out an elaborateFeasibility Study and Business Plan to get Roksnet software from TRL6 to TRL9 and commercialise it.
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 the overall concept, methodology and approach for the project 'Advanced grid research workshops through European and Asian co-operation' (2002-2006).

assistant: **Concept**

The Grid@Asia project is designed to foster collaboration in Grid research and technologies between the European Union and two Asian countries: China and South Korea. It is implemented through mainly three steps: the identification of Chinese and South Korea key players in Grid research and technologies, the organisation of focused workshops around EU/Asia research and industrial agendas and finally by a sustainable cooperation and dissemination activities.Relying on a core of leading European Grid research institutes (CNR, FhG, INRIA and others under the umbrella of ERCIM) already involved in several European projects and networks, and with links to significant research institutes both in China (Beijing, Shanghai) and in South Korea (Seoul, Daejeon), Grid@Asia will define joint research agenda to address the international Grid priorities. This initiative will rely on the local support of the Asian partners to ensure on-site organisation, enhanced visibility and the participation of high-profile industrial and scientific delegations. This will prepare a reliable ground for future cooperation between EU and the two Asian grid communities in the context of FP6 and support the emergence of sustainable and longer-term collaboration.By strengthening cooperation between both communities, Grid@Asia is expected to provide Europe with a clear picture of the Grid community in those two Asian countries. Through weaving additional links with leading Asian Grid research communities, Grid@Asia will support long term international cooperation, in particular through the integration of Asian expertise to leading European Grid initiatives (Networks of Excellence, Integrated Projects, STREPS, ...) within the FP6 and later on within forthcoming FP7. This will position the European Grid com
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 a compelling abstract for 'Towards a Policy Model of Multifunctional Agriculture and Rural Development [TOP-MARD]' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

Multifunctional agriculture is a key issue for EU (15 and 25) Agricultural and Rural Development policies & the Doha Round. This research will develop the concept of multifunctionality as a rural development policy instrument that is sensitive to economic, social, cultural, environmental and geographical context in an enlarged European Union. It will identify & analyse multiple functions in a range of rural contexts, quantifying production relationships between related public & private goods & services & assessing the linkages between these multiple functions & the development of rural areas & their quality of life & environment, & other important non-market functions & outputs ('good' and 'bad'). It will analyse how multiple functions - & relationships between them - vary as to types & scales of farming, farming 'styles', gender & other characteristics of farm households, & the nature of the rural context in which they are produced & (partly) consumed. It will identify & analyse the influence of different EU, national & local policies on these relationships, functions & linkages. The Stella© software will be used to assist with the building & explication of a Policy Model of Multifunctional Agriculture & Rural Development. The research will suggest how payments related to non-market outputs, forming a key focus in the Rural Development Regulation & future reforms following the CAP Mid-Term Review, might be 'modulated' according to the likely production of such outputs in different farm, household and rural circumstances. The research will thus assist the development of EU agricultural, rural development, social and cohesion, & trade policy, & provide a basic model that facilitates more precise policy targeting & a structured examination of the relationships between pot
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 'Characterization of a novel mechanism restricting virus infection in reproductive tissues' (RESTRIVIR) under Horizon 2020.

assistant: **Objectives**

Like mammals, insects are infected by many viruses. Among them, arthropod-borne viruses are an increasing worldwide health concern. Insects have potent innate antiviral defenses, of which RNA interference (RNAi) is the main and best studied. In the fruitfly Drosophila melanogaster, the siRNA pathway controls viral replication in somatic tissues. The piRNA pathway, another RNAi based response, acts specifically in the reproductive tract (germline and follicular cells (FC), a monolayer of somatic cells surrounding the germline), to protect the genome against transposon mobilization. Other innate immunity or stress pathways also contribute to the antiviral defense.The host laboratory obtained evidence for a new mechanism controlling viral replication in the FCs of Drosophila. Indeed, a viral replicon derived from Flock House Virus and expressing GFP (FHVΔB2-GFP) is completely derepressed in somatic tissues of mutants for the siRNA pathway, except in FCs, where derepression is partial. No piRNAs of viral origin can be detected in these cells. This viral replicon provides a unique system to decipher a novel pathway restricting viral replication.For this, I will use a combination of forward and reverse genetic screens. EMS mutagenesis, screening for GFP expression and genome resequencing will be used to uncover genes responsible for restricting the replicon in FCs. Next, I will use GFP expression to sort restrictive and permissive FCs in a siRNA pathway mutant followed by RNA sequencing to identify differentially expressed genes. The function of the identified genes will be tested in vivo, using shRNA Drosophila lines. Finally, OSS cells, an FC-derived cell line, will be transformed with the FHVΔB2-GFP replicon to evaluate candidate gene function ex vivo.The identification an
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 a compelling abstract for 'PhotoVoltaic Cost r€duction, Reliability, Operational performance, Prediction and Simulation' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

PV CROPS addresses 3 key objectives of the call topic:1) Improvement of performance, reliability and lifetime2) Cost reduction of PV systems3) Better integration of PV into gridThe 2 first objectives lead to a lower Levelized Cost of Energy, LCoE. So, the main objectives of PV CROPS are:1- Reduction of 30% of the LCoE of PV to achieve 0.14-0.07 €/kWh by 2020 and 0.20–0.09 €/kWh by 2015 and an increase of 9% in the performance ratio of PV systems2- Enhancement of the grid integration of PV by mitigating PV power fluctuations and integrating energy management and storage to allow 30% of PV penetration by 2020The objectives are attained through 5 fields of work.1) Robust modelling, advanced simulation and design optimization: through an open source, simulation and design toolbox incorporating built-in learning tools2) Prediction of system output with respect to solar resource, local weather and system behaviour: including prediction and mitigation of PV power fluctuations3) Integration of energy management and storage strategies: using innovative batteries and allowing PV to participate in the secondary regulation of the grid.4) Monitoring, real time follow-up and advanced diagnoses of performance: providing performance analyses including the detection of hidden problems reducing operational costs.5) Hardware, software and contractual solutions for field and laboratory testing: developing kit solutions for the commissioning of PV plants and BIPV.PV CROPS includes 19 results: technical documents, toolbox solutions, technology development, databases, training and spin-offs. The results will be validated on a wide set of EU PV systems, and in one of the biggest PV plants in EU and one of the biggest one in the world under project  in Morocco.The results will lead to the follo
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 Fifth Framework proposal on 'Policy research to identify conditions for optimal functioning of the senegal river ecosystem in mali, mauritania and senegal'.

assistant: **Innovation**

In the Senegal river in West Africa ecological conditions have changed dramatically due to the construction of two major dams. As a result, dense stands of aquatic weeds have developed which cut off entire villages from open water. This dense vegetation interferes with fishing and brings about an increase in granivorous birds and water-borne diseases. So far, water management has mainly been focussed on irrigation of agricultural fields on the former floodplains, without taking into consideration other interests of the local population, such as fishing, vegetable growing, cattle breeding and human health. The proposed action aims at water management policy which optimally takes into consideration the different effects on the environment, also in relation to hydropower and navigability, governmental objectives yet to be implemented. Prevention of water hyacinth spreading into the Senegal River will also be included.
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 Europe proposal for the project 'Hybrid and Interpretable Deep neural audio machines'.

assistant: **Objectives**

Machine Listening, or AI for Sound, is defined as the general field of Artificial Intelligence applied to audio analysis, understanding and synthesis by a machine. The access to ever increasing super-computing facilities, combined with the availability of huge data repositories (although largely unannotated), has led to the emergence of a significant trend with pure data-driven machine learning approaches. The field has rapidly moved towards end-to-end neural approaches which aim to directly solve the machine learning problem for raw acoustic signals but often only loosely taking into account the nature and structure of the processed data. The main consequences are that the models are 1) overly complex, require massive amounts of data to be trained and extreme computing power to be efficient (in terms of task performance), and 2) remain largely unexplainable and non-interpretable. To overcome these major shortcomings, we believe that our prior knowledge about the nature of the processed data, their generation process and their perception by humans should be explicitly exploited in neural-based machine learning frameworks. The aim of HI-Audio is to build such hybrid deep approaches combining parameter-efficient and interpretable signal models, musicological and physics-based models, with highly tailored, deep neural architectures. The research directions pursued in HI-Audio will exploit novel deterministic and statistical audio and sound environment models with dedicated neural auto-encoders and generative networks and target specific applications including speech and audio scene analysis, music information retrieval and sound transformation and synthesis.


**Keywords:** Audio models, speech and audio scene analysis, Music Information Retrieval, deep learning, curriculu
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 'Paediatric European network treatment AIDS and European collaborative study on HIV-infected pregnant women and their children' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

The Paediatric European Network for Treatment of AIDS (PENTA), established in 1991, undertakes clinical trials (CTs) to address questions in HIV infected children where answers cannot be extrapolated from adults. The European Collaborative Study (ECS), a birth cohort study enrolling HIV-infected pregnant women with follow-up of their infected and uninfected infants, was set up in 1985. The PENTA network includes >80 centers in 16 countries and by Oct 2004, nearly 1000 children had been enrolled in 9 major CTs.The ECS network includes >25 centers in 11 countries and included >6300 mother-child pairs by June 2005. PENTA aims to strengthen and extend the evidence base for the clinical management of HIV infected children through an integrated programme of CTs and studies. Workplans include design, co-ordination and analysis of CTs and substudies to optimize antiretroviral therapy (ART) use; to enhance knowledge of HIV pathogenesis in children and improve the standard of care for infected children across Europe by encouraging collaboration between paediatricians, and providing an accredited training programme.ECS objectives include epidemiological investigation of HIV infection in pregnancy, assessment of safety of ART use; monitoring/quantification of MTCT rates, risk factors and interventions across Europe; assessment of disease progression and adverse events in infected children, particularly vertically-infected adolescents; examination of the health of uninfected children, given exposure to maternal HIV and ART in early life, and investigation of feasibility of long-term contact with ART-exposed uninfected children. PENTA+ECS will instigate paediatric pooled analyses where appropriate to address questions which are not and cannot be answered by individual CTs/cohorts. Bo