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: Draft an impact statement for 'Surface engineering approaches to improved orthopeadic devices', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

Each year about 430.000 patients in the European Union have a total hip or knee joint replacement to provide relief from crippling joint diseases such as arthritis. The survival time of current hip and knee implants rarely exceeds fifteen years due to the generation of tremendous numbers of predominately sub-micron-sized polyethylene wear particles, eventually leading to implant loosening. The project aims to provide more durable implant joints with substantially longer lifetimes and to reduce the need for subsequent surgery. Two areas of advanced surface technology, sol-gel and High Velocity Oxy Fuel thermak spaying, will be developed to ammow the deposition of novel hybrid coatings of ceramic-polymer composite. Such coating will be used to eliminate or reduce debris generation from UHMWPE in the hip joint, and to provide a coated metal alternative to UHMWPE for knee, hip and other orthopedic wear couples.
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 'Boys will be boys? Gender differences in the socialization of disruptive behaviour in early childhood' (2007-2013) targeting Seventh Framework.

assistant: **Abstract**

The aim of the proposed project is to shed light on early childhood gender-differentiated socialization and gender-specific susceptibility to parenting within families in relation to disruptive behaviour in boys and girls in the first four years of life. The popular saying boys will be boys refers to the observation that boys show more disruptive behaviours (e.g., noncompliance or aggression) than girls, a pattern that has been confirmed frequently in scientific research. There is also evidence that parents treat boys differently from girls in ways that are likely to foster boys disruptive behaviour, and that boys are more susceptible to problematic family functioning than girls. The crucial question is whether gender differences in socialization, susceptibility to socialization, and children s behavioural outcomes are also salient when the same parents are doing the parenting of both a boy and a girl. Within-family comparisons are necessary to account for structural differences between families. To this end, families with two children born 22-26 months apart will be recruited from the general population. To account for birth order and gender-combination effects, the sample includes four groups of 150 families each, with the following sibling combinations: girl-boy, boy-girl, girl-girl, and boy-boy. The study has a four-wave longitudinal design, based on the youngest sibling with assessments at ages 12, 24, 36, and 48 months, because gender differences in disruptive behaviour develop during the toddler years. Each assessment consists of two home visits: one with mother and one with father, including observations of both children and of the children separately. Parenting behaviours will be studied in reaction to specific child behaviours, including aggression, noncomplia
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 'Drivers' behavioural adaptation over the time in response to ADAS use' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The objective of ADAPTATION is to improve the career perspectives of young researchers by taking part in an innovative European research programme aiming at investigating drivers' behavioural adaptation and its underlying processes over the time in response to Advanced Driver Assistance Systems (ADAS) use. The research programme integrates, under a joint theoritical framework and a joint longitudinal methodological design, a set of individual projects dealing with the various aspects of the adaptation process. In addition to training-through research, personalized training actions will extend the skills of this future generation of academia and industry researchers. The training programme implemented during the ITN lifetime aims to accelerate acquisition of skills in Human Factors applied to ADAS design, to favour multi-disciplinary approaches, to strengthen to disseminate research results and to widen the career prospect with complementary skill on team and project management. Through its research and training programmes, ADAPTATION will contribute both to the development of the ERA and to an increase of EU competitiveness. The competitiveness of the European Industry and the implementation of their products will be improved by better response of ADAS to the drivers' needs and requirements. The European community will also benefit from the education of high skilled professionals and the development of durable training programmes for a future generation of researchers.
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 'Minority Rights – Towards Effective European Enforcement' (MINOTEE) targeting Horizon Europe.

assistant: **Abstract**

Ongoing crises like the return of war to Europe, economic hardships, and the illiberal challenge raise worries about minority-majority relations anew, while one can hardly expect the adoption of strong pro-minority reforms in the short run. Innovative solutions are needed that strengthen minority rights while remain politically realistic. MINOTEE builds on the trend that, faced with limits of current approaches to legal enforcement, European institutions have been experimenting with forms of collective redress. The logic and benefits of this type of remedy are relevant to guarantee minority rights, but its potential is understudied. I argue that more reliance on collective redress should ensure better enforcement and can work independently from major pro-minority reforms. By drawing from methods in legal studies and political science, MINOTEE would open up novel understandings of how opportunities shaped by ethnic bargaining positions and perceptions of power relations play out in legal procedures and beyond. Open-ended, this new approach should gauge the impacts of aggregation while delving into the actor-based dynamics that empower minorities against the lack of rights enforcement. The research will explore how collective enforcement shapes questions of representation and costs, improves evidence, triggers organization, builds agency. Building on insights from early cases of minority reparation, e.g. Holocaust cases, and seeking to develop solutions that are applicable for a range of minorities, the research will focus on a limited set of cases: Roma and Hungarian minorities in Slovakia, Hungary, and Romania will be studied, also allowing to assess how collective redress mechanisms can play out amid rule of law challenges. MINOTEE will develop proposals on how Europea
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 'Rail sector framework and tools for standardising and improving usability of environmental performance indicators and data formats' (1998-2002).

assistant: **Concept**

Objectives are to provide, based on the results of the EU project RAVEL : 1 ) a. framework with a juridical body for managing standardisation of Environmental Performance Indicators EPI and data formats within the railway industry; 2) a tool for improving usability of EPI and data formats. Objectives are achieved by: - workshop to start the network activities and to discuss software tool, EPIs and data formats ; - business plan for the juridical body for managing standardisation, organisation of network events, agreeing EPIs, material lists and data formats ; - defining certification requirements; - producing software tool ;- compiling basic environmental data for all interested organisations These actions will promote and facilitate the diffusion and broad use of mentioned Eu funded project and other projects within the area of Environmental Management.
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 'Regulation of epidermal stem cells by a molecular clock during tissue homeostasis and cancer'.

assistant: **Concept**

Most adult tissues contain a reservoir of adult stem cells that maintain homeostasis. Loss of stem cell function can lead to severe tissue dysfunction, accelerated aging, and cancer. We study epidermal stem cells (epSCs) as a model of adult stem cell function. In steady state conditions, epSCs express high levels of ¨molecular breaks¨ that make them refractory to activating stimuli, remaining quiescent, unspecified, and strongly adhered to their niche. However, epSCs can eventually respond to such stimuli thus egressing the niche, and feeding into the differentiated compartment. It is not known yet why some stem cells respond to activating stimuli or what is the nature of this stem cell heterogeneity. Tilting the balance towards excessive or reduced stem cell response may cause premature aging, lack of regenerative potential, or carcinogenesis. We have identified the molecular clock as a possible mechanism regulating epSC function. We hypothesize that epSC heterogeneity is due to a molecular oscillator that establishes their refractory or permissive state towards stimuli. The questions we aim to answer are: How does the clock machinery establish populations of stem cell at different states at the systems level, and how this is deregulated in carcinomas. To address these we will disrupt the clock in epSCs in vivo to study the consequences over homeostasis and carcinogenesis; we will use fluorescent reporter mice to monitor the stem cell clock during homeostasis and tumor progression; we will FACS purify stem cells at different clock states in vivo, and deep sequence their entire transcriptome to study their molecular characteristics; and we will study any correlations between the clock and grade, chemotherapy response, and clinical outcome of human squamous carcinomas. W
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 'Computational modelling of evolutionary dynamics in the deep sea' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

DEEPTREES will unite disciplines across life sciences, to use DNA barcoding to put error bars on the fossil record. A major challenge remains to unlock the data from past mass extinction events in earth’s history to help prepare us for the future. This is only possible by combining the cutting edge work of the University of California Museum of Paleontology and Centre for Computational Biology with the unique approach of integrating fossil and living deep-sea biodiversity in Sigwart’s established research programme. The hosts will provide intensive training for Sigwart in computation modelling to investigate evolutionary dynamics during and after the ancient mass extinction events that are the only basis for understanding our current global biodiversity crisis.The patchy nature of the fossil record in space and time means that our knowledge of past extinction dynamics is estimated, usually from counting the first and last appearance of species-groups. It has been impossible to know how much diversity is contained within each group, or how comparable they are, until now. DEEPTREES will focus on marine invertebrates that have persisted through past mass extinction events: the survivors, found in large density in natural deep sea communities on organic substrata, using samples already secured for this project. Morphological and genetic features that separate living species will be quantified to develop a Bayesian framework to determine how many species cannot be counted because their defining features were not preserved. A novel modelling approach developed by Sigwart with input from Berkeley colleagues will integrate all these new data to calculate the hidden diversity in past extinction rates, bridging the gap between fossil and living species. DEEPTREE‘s new tools for q
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 'A multidimensional analysis on the joint-effect of retention forestry and landscape structure on large mammals communities' (ConFoBiNM) targeting Horizon 2020.

assistant: **Abstract**

The integration of conservation into production forest management is crucial to achieve desired biodiversity goals at the EU level. Retention forestry, which was introduced as a tool to mitigate the negative impact of transformation and homogenization of forests, is now common practice in Central European forests. The design of efficient retention strategies hinges on ecological knowledge, yet research-based evidence for its effectiveness is lacking. In particular, responses of large terrestrial mammals to variable retention harvesting are unknown.  I will address this knowledge gap by using a combination of advanced techniques and statistical methods to investigate how the large mammal community changes in response to varying levels of retention forestry in multiple-use forests, and assess the interplay between retention forestry and the surrounding landscape. I will (a) quantify mammal species richness, species-specific abundance and β-diversity  across a gradient of retention forestry and landscape forest cover, and (b) determine a threshold of retention at which significant responses occur. I expect that retention will enhance mammal diversity, but not below a certain threshold or below a certain amount of forest cover. I will use the Black Forest in Southwestern Germany as a model system for multiple-use forests in Central Europe,  and conduct camera-trapping in 135 plots embedded in patches of mixed-montane forests which differ along 2 gradients of retention and landscape fragmentation. I will use multispecies hierarchical modeling in a Bayesian framework to quantify the effects of retention forestry on mammal species at different spatial grains. This multidisciplinary research combines spatial ecology, with landscape and forest ecology and will integrate for 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 'Concept and Approach' section for a Horizon 2020 proposal on 'A Novel Hybrid Photovoltaic–Thermoelectric Power Generation System Employing the Flat-plate Micro-channel Heat Pipe'.

assistant: **Concept**

Integrating a thermoelectric (TE) module into a PV module can convert the accumulated heat of the PV into electricity, thus increasing electricity yield of the unit. A traditional spectrum integration PV-TE unit, by coupling the equal sized TE and PV modules, can harvest 30% more electricity than the PV unit alone. However, the pair-arrangement between the PV and TE modules appears to be economically unfeasible, owing to the significantly higher cost and lower power output of the TE module. By introducing a low cost and high efficiency micro-channel heat pipe (MCHP) and placing the PV onto the evaporator of the MCHP and TE underneath its condenser, the system’s cost will be significantly reduced while its power output remains almost same as to the pair-arranged PV-TE system. The proposed MSCA programme aims to characterise and optimise the novel PV-TE-MCHP, by integrating the excellence of the host applicant in PV and MCHP and the expertise of the researcher applicant in TE, solar energy and heat transfer technology, and by sharing the knowledge of both the host and researcher applicants in PV/T and computer simulation. The tasks involved include (a) conceptual design; (b) computer modelling/optimisation; (c) prototype construction & testing; and (d) economic and environmental performance analyses. As a result, the programme will deliver a novel PV-TE-MCHP prototype that, compared to the existing PV-TE systems, has a significantly lower cost while the electrical output remains the same. From the MSCA point of view, the project will attract an experienced researcher with particular knowledge in PV/T, TE and computer simulation into Europe. This will (a) achieve transfer of knowledge from outside into Europe, thus helping growing EU’s knowledge-based economy and society;
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 'Toolbox of cost-effective strategies for on-farm reductions in N losses to water' (N-TOOLBOX).

assistant: **Concept**

The aim of this supporting action is to develop a “toolbox” of cost-effective technologies to be implemented at the farm level to protect water from nitrate pollution.  The project will bring together four partners with expertise in farm level N management in their regions.  The first component of the toolbox will be a catalogue of technologies for reducing N losses on the farm produced using previous research results and local experience. Technologies will be prioritized based on their cost-effectiveness and efficiency at reducing N losses.  They will be listed according to region and production-system to enable easy identification of the best management option for specific local conditions.  The second toolbox component will be an enhanced decision support tool (NDICEA) which can be used at the farm level to illustrate options for improved N management, and assist farmers in reaching their goals of compliance with the Nitrates Directive.  NDICEA was developed by LBI, and will be enhanced using outputs from ongoing and previous projects at partners UAa and UNEW.  The toolbox will be implemented on case study farms and the results documented in a “blueprint” for implementing water protection policy at the farm level across the EU.  Project results will be widely available via the project website, and through links with the WFD-CIRCA Information Exchange Platform and the Water Information System for Europe (WISE)-RTD webportal.  A stakeholder workshop will be conducted at the end of the project to transfer technology to key user groups (farmers, advisors, water protection policy makers).   N-TOOLBOX will serve as a centralized resource that can be expanded as new measures and tools are developed. In this way N-TOOLBOX will lay the foundations for improved implementation
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 'Enabling Unobtrusive Real-World Monitoring of Brain-Networks with Wearable Neurotechnology and Multimodal Machine Learning' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Measuring and linking brain network activity to human physiology and behavior in natural everyday situations promises profound new insights into healthy brain function and disorders. However, the absence of suitable mobile neurotechnology presents a significant roadblock. Functional magnetic resonance imaging (fMRI) has greatly advanced our understanding of brain function and networks, but it is limited to single-snapshot experiments in constrained lab settings. Electroencephalography (EEG), while mobile, cannot directly be linked to brain networks captured by fMRI. To overcome these roadblocks and to advance neuro-inspired treatments and discoveries to natural environments, a hybrid wearable platform is required that combines innovations in hardware and analysis methods to enable continuous and stable measurements of brain network activity maps in the everyday world. Advancing high-density diffuse optical tomography (HD-DOT) can provide such a suitable alternative to fMRI. With a unique systems engineering concept, INTEGRAL aims to miniaturize and integrate DOT, EEG, and physiological sensors with advanced multimodal machine learning to improve spatio-temporal contrast in mobile brain-imaging. To this end, Objective 1 (Instruments) will develop hardware for unobtrusive and continuous wearable brain-body imaging with HD-DOT-EEG. Objective 2 (Experiments) will collect extensive multimodal data for measuring brain networks while controlling for environmental and physiological artifacts. Objective 3 (Analysis) will enable estimation of brain network activity with multimodal sensor fusion and machine learning and Objective 4 (Integration) will provide validation of robust brain-networks imaging in ecologically valid everyday world environments. If successful, this new platf