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

user: Explain how 'Development of novel technology based on a hybrid of bio-photo-electrochemical detritiation light-water for tritium separation and simultaneously H2 generation' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Currently, nuclear installations release approximately 4.4E+16 Bq/year of tritium, the radioactive isotope of hydrogen, to the environment worldwide as no technologies seem to be technically and/or economically feasible for water detritiation. Aiming at the development of a novel and effective technology, a hybrid of bio-photo-electrochemical system for detritiation of light-water (BPEC-DW) is presented for water reuse and simultaneously H2 generation as one of the most effective alternative energy sources. In this multidisciplinary project, solar activated nanomaterials based on modified TiO2 and BiVO4 and graphene oxide and/or reduced graphene oxide will be synthesized and coupled with different bacteria to enhance the feasibility of hydrogen isotope (H and T) separation and catalyses H2 generation. The BPEC-DW will be optimized by study of influence of key parameters on BPEC-DW performance to be accepted for the designing of the facility in the future. The societal challenges in energy and water research are among the focus areas and recent priorities. The economic impact of BPEC-DW relies on the utilities of solar irradiation and non-expensive materials, decreasing emissions of greenhouse gases, eco-friendly and cost-effective techniques. There is a strong and clear two-way transfer of knowledge objective linked in BPEC-DW project with the transfer of a wide array of materials synthesis, photo-electro-catalytic, and PEC water splitting expertise from applicant to the host institution, while she will receive world-class training in different research fields such as biotechnology, microbiology, and radiochemistry and develop her communication skills in an international environment which are excellent conditions for the development of her future career.


**Keywords:**
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 'Breakthrough industry grade tagging of plastic products' (BIGTOP) targeting Horizon Europe.

assistant: **Abstract**

BIGTOP aims to bring a groundbreaking molecular tagging technology for plastic materials closer to the market by making use of sequence-defined oligomers developed under the ERC advanced grant CiMaC project. These molecular tags, which encode information using precise monomer sequences, offer a powerful solution for product traceability, anti-counterfeiting, and origin identification across industries. Thanks to the research in CiMaC, we have already demonstrated the scalable synthesis and high temperature stability of these sequence-defined oligomers, bridging the gap between academic innovation and industrial feasibility. BIGTOP will focus on remaining critical challenges such as ensuring that these tags maintain their integrity throughout real-world manufacturing processes, including high-temperature extrusion and curing. Our patent-protected research confirms that oligoamides meet such demands, offering exceptional thermal and mechanical stability when directly incorporated into materials. In practice, this technology enables fast and simple initial detection via UV or fluorescence spectroscopy, followed by highly specific molecular identification using tandem mass spectrometry techniques. This combination of tag robustness, simplicity of use and precision multi-level detection, offers a unique technological innovation for industrial grade tagging of plastics. The growing regulatory pressure around material provenance and sustainability claims, alongside concerns with regard to counterfeiting in high-value supply chains, underpins the demand for this type of robust molecular tags. BIGTOP will validate that the tagging concept is compatible with large-scale production processes, identify the most promising market segments, and finally develop a valorization strategy.
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 'Human Genetic Basis of Severe Staphylococcal Infections in Childhood' (HGB-StIC), addressing dissemination and exploitation.

assistant: **Impact**

Staphylococcus aureus is one of the most important bacterial pathogens impacting human health. Beta-barrel pore-forming toxins (BB-PFTs) are major virulence factors of S. aureus that destroy phagocytes, key effectors of immunity during staphylococcal infection, in a receptor-specific manner. Acquired immunity to a specific compound of S. aureus, LTA, can rescue an inborn error of the TLR2 pathway (TIRAP deficiency). I hypothesize that severe staphylococcal infections during childhood, at least in some patients, can result from single gene inborn errors of immunity. Some of these disorders may affect immunity to BB-PFTs and the TLR2 pathway. In this project, a cohort of ±70 patients with severe S. aureus infections during childhood will be investigated for mutations responsible for a poor outcome of infection. I will perform whole exome sequencing in these patients and their parents. I will search for mutations in genes encoding BB-PFT-receptors and the TLR2 pathway. I will also search for mutations in a genome-wide approach, testing various genetic models and taking advantage, when appropriate, of genome-wide linkage. I will then functionally characterize the candidate mutations. Depending on the gene identified, a set of experiments will be performed to investigate the functional consequences of the morbid gene on immunity against S. aureus, and I will further characterize the specific host-pathogen interaction. This project will not only shed light on the pathogenesis of S. aureus, but will also provide the basis for new avenues of vaccine and treatment strategies. By investigating human host counterparts in a genome-wide setting, this study is the first unbiased and systematic assessment linking S. aureus virulence factors with host genetic predisposition.
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 'Effects of Structural Change on Income Inequality' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

This project aims to identify the distributional effects of the structural change phenomenon. It develops a dynamic macroeconomic model that introduces heterogeneities across workers and asset owners into the structural change models. For this purpose, it will focus on growth models with heterogeneous agents and complete asset markets. With this methodology, we will be able to characterize not only the aggregate patterns of structural change, but also its distributional consequences. By uncovering the long term factors behind the evolution of income distribution during structural change, the proposed model will be highly relevant to the most recent debates of rising income inequality in developed countries. The theoretical model will be calibrated to assess and quantify the historical roots of the current distributional picture in U.S. and Europe. In doing so, it will determine the “structural” level of inequality; a level that is due to the intrinsic forces of structural change. Then any deviations -positive or negative- from this level can be identified as “political”, which would provide a clearer picture of the effects of governmental policies on inequality. This model will be the first in the literature to integrate structural models with distributional issues and will open up a new research area. Finally, the model will be enriched with fiscal policies such as income taxes and productive government spending in order to draw policy conclusions regarding the growth-income inequality relationship in Europe, where boosting economic growth while holding the income inequality at a socially acceptable level has been a major concern in recent years.  Therefore, the proposed project will both contribute to advancement of European research and address one of the Societal Ch
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 'An examination of the interaction of genetic and lifestyle factors on the incidence of type 2 diabetes' under Sixth Framework.

assistant: **Concept**

The pattern of variation of the incidence of type 2 diabetes (T2D) suggests that the disorder originates from an interaction between genetic and lifestyle behaviour factors. The InterAct consortium will use observational and trial data to investigate these interactions and explore the implications of these discoveries for preventive action. The observational part of the project is built around a large case-control study nested within an existing multi-national cohort - the EPIC study. The cohort for this project is large, comprising 350,000 participants from 8 European countries. Standardised dietary and physical activity information is available at baseline, and there is an available DNA source and plasma for nutritional biomarkers. Follow up has been completed for an average of 8 years. The collaborators have tested the feasibility and validity of an approach to ascertaining and verifying incident cases of T2D and will amass a case set of 10,000 individuals. A control cohort free of diabetes at baseline and during follow-up is readily available. To ensure efficient and high quality data, DNA extraction and genotyping will be undertaken using centralised high throughput methods.InterAct will undertake a programme of research aimed at describing the association of dietary and nutritional factors with type 2 diabetes, and will describe the association of physical activity with future risk and the ways that these factors interact with obesity. The genetic elements of InterAct will be focused on genes for which there is biological plausibility for interaction. The choice of polymorphisms in candidate genes will be undertaken by a group leading efforts to discover diabetes genes through a variety of approaches including whole genome association studies and through connectio
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 'Coordination chemistry inspires molecular catalysis' (CCIMC).

assistant: **Innovation**

The CCIMC EJD addresses the current lack of coordinated doctoral training at the European level on molecular catalysis. Itaims to push the frontiers of knowledge in ligand design, coordination chemistry, precatalyst development, catalyst recoveryand catalytic process implementation, while also offering full scale training in professional and personal transferable skills, toprepare a new generation of junior scientists to meet the economic and societal challenges of the chemical industry in the21st century. To achieve these objectives, a consortium of 9 academic beneficiaries from 7 European countries will recruit15 doctoral students to work on coordinated projects in close cooperation with the industrial sector. The projects usecomplementary know-how to address synthesis, high level spectroscopy, mechanistic and computational studies, bondactivation, catalyst anchoring and confinement, optimization and scale-up. The innovative training approach also involves 8partners from the non-academic sector that are fully integrated via secondment for all 15 ESRs and participation in thetheoretical training and Network meetings. The training programme comprises a core course, tutorials and an internationalschool, plus network meetings, international workshops and an international conference where the ESRs will present their work. The ESRs’ progress will be monitored by an Academic Board. The management structure involves all beneficiariesand partners plus students’ representatives and will receive input from an external Advisory Board. Gender balance isinsured at all levels. The CCIMC outreach and public engagement will be implemented through a Communication Plan and aDissemination and Exploitation Plan and will be monitored by an Outreach Committee. The Student Union, comprising
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 'Vision Based High Speed Laser Cutting of Complex Shapes Especially for the Embroidery and Lace Industries' under Fourth Framework.

assistant: **Concept**

Systems currently exist for the laser cutting of complex shapes, at high speeds, using pre-stored paths. However, when the cut has to be positioned precisely with respect to features on the material, the cutting is normally performed manually as there are currently no systems available capable of tracking complex edges at high speeds and adaptively modifying the cut position. This tracking is especially important for the cutting of pliable materials, for example the cutting of embroidered patterns from their base material. This research programme aims to develop an high speed laser cutting machine with a high speed vision based following capability which will allow the following and cutting of complex patterns from pliable and rigid substrate. This research will have applications in European textile industries where they are having to overcome competition from non-European sources by the Introduction of heavily automated machinery The system will also have applications in the European automotive industry where composite structures are now being manufactured reinforced with embroidered components. The workprogramme contains three major activities namely: 1. The development of a high speed vision and image processing system capable of analysing 1000 images per second.  Currently available commercial seam following sensors have an update time of 20 ms (this is a function of the mains frequency 50 HZ). The proposed system has a much faster update time of 1 ms per frame. During this update time a detailed analysis of the image is carried out using parallel processing (transputer - T9000) techniques. Quantitative values of the seam shape and the width of cut will be produced by the image processing algorithms. This is in far more detail than obtained by the present slow senso
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain how 'Metal fluxes in the oceanic crust and formation of Volcanogenic Massive Sulfides in the Samail Ophiolite, Oman' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The Samail Ophiolite in Oman is the largest and best preserved fragment of oceanic lithosphere on land, exposing otherwise inaccessible crust and mantle. It hosts 20+ Volcanogenic Massive Sulfide (VMS) deposits which are an important source of base metals and revenue for the country. Here I propose a new research pathway that uses the Samail ophiolite to unravel magmatic-hydrothermal processes leading to the formation of VMS deposits. Current studies suggest that the flux of metals to generate VMS may be provided by leaching of magmatic sulfides from the sub-volcanic units, but the role of magmatic oxides is poorly understood. Also, evidence that hydrothermal circulation in ophiolites reaches the crust-mantle transition demands an assessment of the bulk crustal metal budget. The Oman Drilling Project (ODP) is an international effort that provided drill-core sampling of the Samail ophiolite. My aim is to seize the timely synergies between the ODP and my ongoing studies of VMS, and investigate for the first time, the metal fluxes in a complete profile of oceanic crust to constrain VMS formation. To achieve this I will: 1) disentangle the factors that contribute to VMS metal signatures using mineralogy and trace element/multi-isotope geochemistry; 2) characterise the primary metallic mineral phases in the crustal profile to establish the metal budget available for cycling; 3) trace fluid pathways using cutting edge multiple S and Sr isotopes; and 4) deliver an integrative numerical model for metal cycling in the oceanic crust. The proposal builds on my multidisciplinary research experience bridging metallogeny and petrology in mafic systems, my VMS investigations and a multi-institution partnership that will consolidate my research profile and yield a significant knowledge
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain how 'Carnivorous zooplankton – their role in Swedish marine food webs' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

This project will focus on how carnivorous zooplankton function in the pelagic food web and their role in structuring the pelagic community. The major objective is to determine whether there is a consistent indication of predatory control of copepods in Swedish waters. Copepods are the main food source for numerous species of fish in most marine environments. The understanding of their mortality is therefore crucial and essential to manage the economical important fisheries resources in a sustainable manner. Predicting the dynamics of ecosystems requires an understanding of how trophic interactions respond to environmental change. Invertebrate predation is an important regulating factor for populations of copepods and carnivorous zooplankton can have significant impact on the composition and biomass of zooplankton communities. However, a comprehensive picture is not yet present, and in the past this impact has been underestimated in planktonic energy budgets. Carnivorous zooplankton have been found to have a substantial impact on prey communities and selective predation by zooplankton may influence the trophic structure of the pelagic ecosystem. The diets and feeding of carnivorous zooplankton will therefore be investigated in the marine waters around Sweden (the Baltic Sea, the Kattegat and the Skagerrak). Simultaneously, prey composition and vertical distribution will be determined and used to estimate predation pressure.The proposed ERG does not only provide new knowledge about Swedish marine food webs, it is also a long-term investment in the researcher’s future scientific career. The specific ERG will give her the expertise, self-confidence and maturity to carry out high level research as well as give her valuable experience in networking, fund-raising and 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 an impact statement for 'Improved protection of paintings during exhibition, storage and transit', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

Paintings are among the most important and most visited masterpieces in European museums, galleries and exhibition facilities. To preserve the paintings as close as possible to the artists' original expression, is a central focus for national authorities, museum administrators and technical conservators. An important part of this work is to protect the paintings against the degrading influences of the various indoor environments. Specially designed microclimates are more and more used for this purpose.There is a growing concern about the nature of the microclimate which develops over time in these enclosed spaces and its potential for damage to the paintings. The main aim of PROPAINT is to develop innovative protection treatments used as a preventive conservation measure for paintings during exhibition, storage and transit. The project will execute research on the protective effect of microclimate-frames, particularly focusing on the microclimate paintings are exposed to inside the frames. PROPAINT will undertake research on the protective effect of varnishes applied to paintings generally and specifically inside microclimate frames.Measurements of the state of microenvironments in microclimate frames and the potential deteriorating effects on paintings will be made both in the laboratory and in the field by using, the first time simultaneously, dosimeters developed in previous EC projects. Appropriateness and synergies of their integrated use will be evaluated. The results of the project will allow improved design of microclimate frames to offer best possible microclimates for conservation of paintings during exhibition, storage and transit.The project will contribute with improved comparative knowledge about microclimate effects on varnishes applied to paintings as re