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 the overall concept, methodology and approach for the project 'ADVANCEMENT OF SATELLITE RAINFALL APPLICATIONS FOR HYDROLOGIC MODELING WITH EMPHASIS ON FLOOD MONITORING' (FLOODSAT).

assistant: **Concept**

Floods are the most widespread and frequent natural disaster responsible for significant loss of lives and property each year. The European Environmental Agency estimated that floods in Europe between 1998 and 2002 caused about 700 deaths, the displacement of about half a million people and at least 25 billion Euros in insured economic losses. As such, one of the four priority areas in FP7 has been identified as triggering factors and forecasting and mitigation strategies for natural hazards.Flood early warning systems are the most effective way to mitigate flood induced hazards. The reliability of such systems depends on the availability of timely and good-quality rainfall estimates. Although many of the regions in Europe are equipped with dense rain gauge networks, the station density varies greatly from country to country, which can affect the quality of the model simulations. Hence exploiting alternative ways, such as satellite-based products, for estimating rainfall having continuous spatial coverage and short latency will be potentially beneficial for mitigating flood risks.The overall goal of this project is to “advance the utility of satellite-based rainfall estimates for hydrologic modeling, specifically for flood monitoring”. The expected outcomes of this research are: 1) a large database of dynamic and static datasets for the Western-Black Sea basin, Turkey, 2) A methodology for adjusting satellite-based rainfall estimates, 3)  intercomparison study revealing the degree of agreement between rain gauge and satellite-based rainfall products over the study area before/after the adjustment, 3) A hydrologic model that is implemented for the study basin using rainfall estimates from rain gauges and existing/adjusted satellite rainfall products, 4) An improved metho
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 'Enabling an Open Innovation Model for EU Toy Industry SMEs through Co-Creation with FabLabs, Safety Experts and Customer Communities' (ToyLabs) targeting Horizon 2020.

assistant: **Abstract**

Toys market in EU (and globally) is characterized by the domination of a limited number of huge global brands, even though 99% of EU toy manufacturing companies are SMEs. Thus SMEs need to find new ways to strengthen their position, against large competitors. In this context, ToyLabs envisions to introduce a new model that will innovate on the value network of SMEs, towards the direction of changing their market positioning & prospects in the Toy Industry, overcoming obstacles like geographical barriers and fragmented markets. In particular, a multi-stakeholder co-creation network will be created, supported via an open ICT platform, that will bring together a toy manufacturer with other key players of the toy industry value network – FabLabs, Toy Security Experts and End Customers- to collaborate closely for the provision of new toys, that will be user-oriented, will respond to a clear market demand and will be probably addressed to multiple markets. Through ToyLabs approach, each involved stakeholder is expected to offer his valuable perspective that will open up new opportunities for SMEs. Taking advantage of the platform, a toy manufacturer will be able to collect multi-source feedback on new product concepts & designs, through iterative cycles where the initial idea is firstly co-designed with FabLabs, validated by toy safety experts and evaluated by prospective customers both virtually (via augmented reality technologies) and actually (based on prototypes). The main outcomes of the project will be the creation of the ToyLabs collaboration network, based on an innovative ICT enterprise collaboration platform, enriched with added value services utilising state-of-play emerging ICT technologies (e.g. social analytics, augmented reality) and a complete methodological a
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 'Scalable and Complete Ontology Reasoning' (SCORE) under Seventh Framework.

assistant: **Objectives**

Semantic Web technologies, like OWL 2 and RDF(S) ontologies have gradually started to be used in many research as well as industrial strength applications, a recent example being BBC's World Cup Semantic Website. Many such applications usually have to deal (reason) with a huge amount of data in as much little time as possible. The pressing need for scalable reasoning often forces developers to use incomplete ontology reasoners--that is, reasoners which for some combinations of inputs fail to derive all answers to a user query. Examples of such systems are OWLim (the system used by BBC), Oracle's Semantic Store, and more. Although incompleteness provides performance guarantees it is clearly undesirable, and in some applications may even be unacceptable. To address this problem, the current project aims at investigating the problem of `repairing' an ontology O for an incomplete reasoner--that is, computing an extension R such that a reasoner that is incomplete for O becomes complete when used with O and R as inputs.The project will investigate the possibility of repairing ontologies O which contain disjunctive constructors and also repairing under non-ground queries. Both these features are very important in knowledge representation and ontology engineering and to the best of our knowledge are currently not supported by any state-of-the-art repair approach. Furthermore, the project will also provide prototypical implementations and an extensive experimental evaluation as proof of concept of the proposed technologies and the practically of the approach. Finally, it will also investigate the trade-off between fully repairing completeness of an incomplete system and the consequences that the repair potentially has in its scalability. Overall, the project aims at delivering s
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Scalable AI-driven Framework for Comprehensive Gameplay Characterization' to be submitted under Horizon Europe.

assistant: **Abstract**

GAMECHAR addresses a critical gap in gameplay characterization of video games by developing scalable, data-driven methods that link gameplay mechanics to player experiences. Current methodologies face limitations due to fragmented approaches, small datasets, and challenges in comparing human-generated and AI-generated gameplay data. Existing tools struggle to standardize the characterization of gameplay, making it difficult to extract meaningful insights from diverse games. Additionally, the emergent and interactive nature of gameplay requires systematic, scalable solutions for comprehensive analysis.To overcome these challenges, GAMECHAR will develop innovative methodologies to characterize gameplay data, establishing standardized descriptors and classification models. This approach will automate gameplay data collection, processing, and feature engineering, enabling researchers and developers to distinguish between restorative and harmful gameplay. The project will contribute to gameplay evaluation and advance the quality of gameplay developed to address societal needs, e.g., healthcare. The project contributes to the EU goals for AI excellence and digital health.   Key outcomes will include a comprehensive gameplay data repository, AI agents capable of automated gameplay testing, and classification models that generalize across different game environments. Methods and processes will provide researchers with tools for gameplay analysis, enabling more effective comparative studies and predictors of player experience. The PI’s pathways to regulatory authorities have the potential for broad societal impact, applying the developed approach in policy and regulation of exploitative gameplay.


**Keywords:** Games User Research, Cognitive Modeling, AI-Driven Game Design, Hum
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 'Mechanoredox-Biocatalysis: Functional enzyme supports that harvest vibrational energy to power redox biocatalysis' (VibroZyme) under Horizon Europe.

assistant: **Objectives**

Redox enzymes are a diverse enzyme class with significant industrial potential, improving sustainability in food, fuel and CO2 conversion. However, redox enzymes need a source of energy (electrons) to power their important reactions. While nature employs electrons transferred from cofactors (e.g. NAD(P)H) to drive redox biocatalysis, industry translation requires the addition of sacrificial chemicals, which increases cost, waste, and purification, and impedes scalability. This project aims to develop a new method to power redox enzymes using mechanical energy and piezoelectric materials, establishing a unique research field in mechanoredox biocatalysis. Inspired by natural mechanotransduction, where living systems convert mechanical stimuli into electrochemical activity, I will employ mechanoredox materials to transform ubiquitous vibrational energy from the environment into a sustainable supply of electrons to power redox biocatalysis. I will demonstrate this technology by coupling scalable piezoelectric-polymer composites with formate dehydrogenase (FDH) as a model enzyme, for vibration-powered CO2 reduction. First, I will design, construct and optimise piezo-polymer beads and films that generate a mechanoredox potential matched to redox enzymes. Next, I will couple these materials with FDH to catalyse CO2 reduction using vibrations from pumping as mechanical stimulus. Two routes will be explored, namely mediated and direct energy transfer (MET and DET) from the stimulated mechanoredox materials, culminating in a platform technology for exploiting redox enzymes in industry. I will gain extensive scientific and transferable skills from the team of Prof. Anne Meyer at DTU and my industry partner Novozymes to support my career development, including enzyme production and
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 'Production of potable fresh water from the sea, using small mechanical recompression vapour unit, coupled with a new compact plastic evaporator' (1998-2002).

assistant: **Concept**

The objective of the project is to design a new technology in the field of water desalinisation, in order to propose and alternative solution for small capacity units in the range 10 m³/day to 100m³/day. The technology that will be used is the single effect mechanical vapour compression process integrating an evaporating entirely made of polymer. This will enable to improve the yield, to reduce the energy consumption, the manufacturing costs, the maintenance operations and to increase the unit reliability. It will allow to solve some of the water desalinisation problems such as corrosion, fouling, water pollution (by working at higher temperature), medium yield, etc. the research work will include: the choice of the appropriate polymer, the design of the unit with a special study of the evaporator and compressor dimensioning, the assembly process, the construction of an operational prototype.
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 'Reaction-diffusion equations with concentration-dependent diffusivity for bacterial colony growth' (1998-2002) under Fifth Framework.

assistant: **Objectives**

We shall study the growth of a bacterial colony on an agar substrate, modeled by reaction-diffusion equations for the concentration of bacteria and nutrients, with the more realistic bacterial diffusivity dependent on their concentration. This dependence can give the bacterial concentration front a(a) finite width and(b) constant asymptotic speed, but also a(c) singular character. (a,b) enable an effective moving-boundary description of the edge of the colony, which we propose to derive, while (c) complicates it, but the problem can be solved, uncovering special properties of singular fronts. The resulting moving-boundary model will reveal the differences and similarities with known free-boundary problems. Since it will not correspond exactly to any of them, we will study its linear regime analytically, that of the reaction-diffusion model analytically and numerically, and compare them, in order to elucidate the effect of the model parameters on the thickness of the front and the development of the instability. This will then guide a study of the nonlinear dynamics (weakly nonlinear analysis of the free-boundary problem and/or simulations of the reaction-diffusion model), which will help extend the conclusions to the final morphology diagram. The extension of the results to other problems with on-constant diffusivity will also be addressed with special care.
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 'Reductive evolution of parasite genomes with a focus on the microsporidian Trachipleistophora hominis' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

Trachipleistophora hominis is a member of the microsporidia, a large group of obligate intracellular parasites of other eukaryotes including patients with HIV/AIDS. Microsporidia were originally thought to be early-branching eukaryotes lacking mitochondria. Recent data, key elements published by the proposed host laboratory, have now shown that they are highly reduced fungi with largely metabolically cryptic remnant mitochondria called mitosomes. During their evolution to parasitism the genomes of microsporidians have become highly streamlined, resulting in a strong dependency of the parasites on substrates imported from their hosts. In my project I will analyse the relatively large (~8 Mb) newly sequenced (by the host laboratory) genome of T. hominis and compare it to the much smaller (~3 Mb) published genome of Encephalitozoon cuniculi and to several partial genome sequences from other microsporidians. These analyses will allow me to compare and contrast the degree of reductive genome evolution undergone by different microsporidians during their separate evolutionary histories and adaptation to different hosts. As part of these analyses, I will reconstruct a putative proteome for the T. hominis mitosome, focusing particularly on hypotheses of candidate transport proteins. These hypotheses will then be tested by laboratory work, including localisation studies and functional characterisation. The proposed project, host laboratory and their collaborators will provide me with state of the art training in bioinformatics and molecular biology aimed at understanding the biology of a group of important human parasites. Research on this topic goes to the heart of a fundamental issue for eukaryotic biology - identifying the origin of essential components of eukaryotic cells. 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: Draft an impact statement for 'Chronic kidney disease and acute kidney injury – evaluation of EU and global epidemiology', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Chronic kidney disease (CKD) and acute kidney injury (AKI) are widespread in EU and worldwide, and put substantial burden due to disability, mortality, high cost of treatment, and risk for development of cardiovascular diseases (CVD). Both CKD and AKI are projected to grow due to many factors, including general population aging and increase in diabetes prevalence. Evaluating global and EU regional epidemiology of CKD and AKI is extremely important for understanding current trends and future challenges, and revealing differences of kidney disease in diverse populations. The current proposal is aimed to develop a single database and bibliographic web-based tool for collecting available evidence on CKD and AKI epidemiology worldwide; develop and apply bibliographic search strategy to obtain literature sources and extract multiple epidemiologic parameters for CKD, AKI, and their connection to CVD; produce advanced models for CKD and AKI estimates on the global, regional, and country levels; strengthen existing international collaboration in studying CKD and AKI epidemiology; disseminate results to scientific community, public health authorities, and general public; increase future competiveness and prepare ER for tenure-track position in academic institutions in the EU-member states.The proposal assumes inter-disciplinary approach and international cooperation, contains several innovative elements, intended to produce multiple new deliverables, strength EU-based research, provide substantial career development for the researcher. Major issues in the proposal are directly related to consequences of population aging and increasing the burden of chronic diseases, as well as interconnections between acute and chronic diseases. The results are expected to provide important infor
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 'Risk capital and the financing of european innovative firms' (RICAFE).

assistant: **Innovation**

This proposal aims at developing a comprehensive report on how the availability of risk capital for innovation contributes to the European innovative capacity and thus to Europe's economic growth. We will focus on two themes:(1) the ability of the European financial systems to channel risk capital for innovation to entrepreneurial firms;(2) the influence of risk capital on firms' ability to translate scientific and technological advances into successful product. We will provide an in-depth empirical and conceptual assessment of the working of the markets for risk capital in Europe which may provide an informed and well-grounded blueprint for the ongoing implementation of effective policies for the creation of innovative, high-growth entrepreneurial companies, and therefore to increase EU-wide innovative capacity.
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 'Elemental speciation analysis in biomolecules' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

The present proposal represents an effort in the search for new tools for the speciation analysis of bio-inorganic molecules (BIM), particularly containing Se and Hg. The project is aimed at the evaluation of the importance of Se and Hg-containing proteins in toxicological responses to essential (Se) and toxic (Hg) elements as well as the interferences due to heavy metals exposure on the metabolism of essential elements in the human body. This will be achieved by the development of new multidimensional analytical approaches that allow the identification, characterization and determination of the species involved with a special emphasis on BIM.The project will be carried out by interfacing high performance liquid chromatography (HPLC) with element specific detectors such as inductively coupled plasma mass spectrometry (ICP-MS). The use of both Sector Field and Quadrupole based mass filters will be exploited. Several approaches, including speciated isotope dilution mass spectrometric (SIDMS) techniques for the accurate determination of the species and electrospray (ES-MS) mass spectrometry for the identification and characterization of the protein content will be developed and applied. The correlation of the speciation results, with the level of metal exposure will be used to study the possible implications of the presence of metalloproteins for biomonitoring and toxicological purposes in humans.The integration of approaches typically used in molecular biology for the speciation studies by coupling them to elemental mass spectrometry will allow a better elucidation of the role of the BIMspecies identified by the use of multidimensional analytical techniques in the various and compartments" of the human body."