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 'An Innovative, environmentally friendly CO2/Lubricant Absorption Power System for Highly efficient Power Generation from Low Temperature industrial waste heat to reduce emissions and costs' (ICARUS).

assistant: **Concept**

The EU manufacturing sector is vitally important to the EU economy, contributing ~17.1% of GDP and accounted for some 22 million jobs (2007) . EU exports have expanded by 4.7% p.a. over 2000-2008 and in some sectors the EU has increased its share of world exports between 1996 and 2006, notably in chemicals, pharmaceuticals, and motor vehicles. SMEs represent 99% of the EU manufacturing sector equating to over 2.5 million companies. As manufacturing is resource intensive both in terms of raw materials and energy consumption, despite rising costs (energy and raw materials) SMEs are under increasing threat to remain competitive against non-EU based companies.The aim of the ICARUS project is to create an absorption power generation technology for low temperature (60-120oC) heat. This will enable us to create a waste-heat power generation system for industrial (chemical, cement etc.) applications that can achieve an efficiency of up to 20% for electricity to be generated from industrial waste heat (<120oC) without affecting industrial processes. By doing this, the absorption power generation system created will offer greatly improved environmental performance due to improved efficiency and reduced CO2 emissions at a cost that is affordable to the end-user. This will lead to significant economic and societal benefits to manufacturers. The SME consortium will target up to 10 % of the EU manufacturing SMEs operating within the Chemicals and Cement Industry within a 5 year period, thus achieving direct estimated annual sales of over €100 million, ~700 new jobs and thus helping manufacturing SMEs to make annual average CO2 emissions savings of up to 4,000 t p.a per company.
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 'Inequality and welfare with zero capital taxes' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

In this research project I will conduct a quantitative analysis of the welfare gains and losses arising from changes in taxation regimes. A general equilibrium model with incomplete insurance markets will be developed, solved and simulated. The model will be calibrated to mimic key observations in the data of several specific European countries and predictions for the changes in the wealth distribution will be provided. Previous results in the literature suggest that: ( I ) poor agents suffer sizable reductions in welfare as a consequence of a change to theoretically optimal taxation schemes. and (2), that a zero capital income tax is not optimal if insurance markets are incomplete. This results. however, were obtained in a model with heterogeneous agents and complete markets (result 1), and in a model with incomplete markets and inelastic labour supply (result 2), therefore, they are tar from conclusive. The project involves to solve for transitions of stochastic dynamic optimisation problems, and the ability of the unique numerical method (PEA) available for dealing with this problems. will be tested
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 Sixth Framework proposal on 'Zebrafish Models for Human Development and Disease'.

assistant: **Concept**

The ZF-MODELS IP will produce knowledge and technology in the form of disease models,drug targets and insight into pathways of gene regulation applicable to human development and disease.It will achieve these aims by combining the advantages of the zebrafish in developmental biology with recent advances in functional genomics and with the zebrafish genome sequence to harvest large data sets on gene functions.This will include the first integrated use of several newly developed tools on a massive scale: (1) Mutagenesis screening for new phenotypes of medical interest, in particular in adult fish, will identify novel genes (forward genetics). (2) Analysis of expression patterns by GFP enhancer trap and in situ screening will provide qualitative gene expression data and cell type specific material for quantitative analysis. (3) Expression profiling and proteomics analysis of mutant and knock-down conditions will provide quantitative data and let us model regulatory pathways. (4) A virtual European centre for targeted knock-out will provide mutant phenotypes of identified candidate genes (reverse genetics). (5) All project data will be integrated in a European zebrafish database that will present an unprecedented view of gene expression in vertebrate development, and let us apply this knowledge to human health. (6) We will establish a European Working Group on Vertebrate Models to integrate and strengthen research in the field in the ERA. ZF-MODELS will: (1) promote world class research in this key priority area of comparative genomics of clinical relevance, (2) provide the tools necessary to researchers to increase the understanding of the basic mechanisms of major human diseases, (3) bring together the leading European research groups and develop an interface with clinica
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Seventh Framework proposal on 'A System Approach to Hox Genes Regulation in Vertebrates'.

assistant: **Innovation**

The aim of this grant is to understand the relationships between genomic topology and the control of transcription, using the HoxD locus as a paradigm. We will take a system approach in the mouse, combining tools of genetics, evolutionary genomics and biochemistry to try and model various modes of large-scale gene regulations occurring during development. The results will tell us about the mechanistic bases of global gene regulation and how such regulations evolved, by integrating these mechanisms into the evolutionnary contexts of the respective structures. The approach will make use of our unique collection of mutants at this locus along with both transcript profiling and quantitation, ChIP of several proteins (modifications thereof-) indicative of chromatin states, chromosome conformation capture (4C) and transgenesis after phylogenetic footprint. To keep datasets within reasonable scales and allow for their integration into a single model structures, we will focus on a 2 Mb large DNA interval centered around the HoxD locus, which contains range of conserved non-coding DNA sequences and includes a gene-rich island, flanked by two large gene-deserts bordered again by gene-rich regions. We will conduct systematic analyses of these multiple parameters in various embryonic tissues, at different times where and when Hox genes are required. The massive datasets generated (ca 15 different points for transcript quantification, profiling, chromatin modifications, 4C, from ca 10 different tissues at 3 developmental times, from as many as 20 mutant strains) will feed mechanistic models accounting for the modalities of these regulations. Models will be compared to one another to try and reconstitute the evolution of these regulations. Such a combination of genetics, biochemistry
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 'Co-culture System with Microfluidics and Onboard Sensors for Breast Cancer study'.

assistant: **Objectives**

Breast cancer (BC) remains one of the leading causes of cancer-related deaths among women worldwide, with incidence rates rising and a significant economic burden. The disease is characterized by its dynamic and heterogeneous nature, involving complex molecular, genetic, and cellular changes.The tumor microenvironment (TME), particularly its inflammatory components such as cytokines, plays a crucial role in BC progression and treatment response. While targeted therapies have improved outcomes for some BC subtypes, significant challenges persist especially in treating triple-negative breast cancer (TNBC), which lacks specific molecular targets. The development of microfluidics devices that enable precise spatiotemporal control in cell culture offers new opportunities to simulate and study the TME more effectively than conventional methods. Such devices are crucial for modeling cancer progression and deepening our understanding of its biology. By mimicking human physiology, they provide a controlled platform for testing new therapies, reducing animal testing, and accelerating drug development. Additionally, they facilitate personalized medicine by recreating patient-specific tumor microenvironments and supporting tailored treatments. These advancements also bridge the gap between in vitro studies and clinical applications, driving oncology research forward and offering hope to millions of people. Aiming this, CoSMOS-BC proposes a microfluidic co-culture system with integrated sensors for real-time cytokine detection at the cellular level, designed to provide insights into intercellular communication and understand cellular dynamics within the TME. CoSMOS-BC has the potential to make significant strides in both the diagnosis and personalized treatment of breast cancer, pav
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 'Geometrical Analysis in Lie groups and Applications' (GALA).

assistant: **Concept**

The GALA is an Adventure STREP that will pioneer explorative instruments of mathematical geometric analysis in Lie groups and will provide on solid analytic basis novel modellistic tools for applications to vision and hearing and to magnetic resonance tomography. Sub Riemannian geometric analysis in Lie groups is an innovative field of scientific research, which considers the description of strongly non- isotropic systems.In particular it models the motion of a system in which some directions are not allowed by a constraint that is not necessarily a physical constraint, but that can be a differential one e.g. a magnetic field. The allowed directions of motion are called horizontal directions and are described through vector fields. These vector fields play t he role of derivatives in classical calculus all the theorems of analysis and differential geometry have to be rephrased in terms of these new instruments. We will need to define from a purely mathematical point of view, the main properties of the objects of the space, with instruments of Sub-Riemannian differential geometry, anisotropic partial differential equations of sub-elliptic and ultra-parabolic type and geometric measure theory in Lie groups. Results in this field will allow facing long- standing o pen problems in mathematics, which cannot be dealt with standard instruments. We will see that these instruments can be used to formalize models of the functional geometry of the cortex, and in particular to describe vision and hearing.Magnetic MRI induces rotation in the spin of the atoms and will be described in the Lie group of rotations. Quasi-linear mapping will describe composite media in material science. Finally we will need to develop numerical instruments in this anysotropic setting, in order to validat
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 'Mapping Genotypes to Phenotypes: Development of a Linkage Map and Mapping of Colour Polymorphisms in Ischnura elegans (Odonata)' (Odonata), addressing dissemination and exploitation.

assistant: **Impact**

Understanding the genetic basis of phenotypic variation remains one of the major challenges in biology. Linkage mapping provides means to identify genes that underlie ecologically important traits, such as colour polymorphisms, and this can be used to study the fitness consequences of variation at these loci. Genetic linkage maps are expected to become increasingly applied to ecological model organisms given their important role in linking phenotype to genotype, and the possibilities for using the results to address unanswered evolutionary and ecological questions. In the proposed project, my objectives are to 1) construct the first linkage map for an Odonate insect, I. elegans, 2) map the female-limited colour polymorphism in the species and develop a specific marker that can be used to genotype males and larvae in which the colour polymorphisms is not expressed, and lastly 3) use the novel microsatellites and the linkage map to evaluate the importance of gene flow and dispersal in the maintenance of this polymorphism in natural populations of I. elegans. In line with the objectives of the Marie Curie actions, I will get advanced scientific training in molecular genomics which will greatly increase my research value and career perspectives. With the combination of novel molecular technology and ecological research, my project will contribute to enhance EU’s scientific excellence in evolutionary biology and molecular genetics. Following the objectives of the work programme, my project links genotypes to phenotypes and will therefore provide the potential to identify and study the genetic basis of those traits affecting fitness that are key to natural selection in I. elegans. The research collaborations with people in Sweden, the Netherlands and Spain will provide opport
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 'Science based remote sensing services to support REDD and sustainable forest management in tropical region' (RECOVER), addressing dissemination and exploitation.

assistant: **Impact**

ReCover project will develop beyond state-of-the-art service capabilities to support fighting deforestation and forest degradation in the tropical region. The pilot service capabilities mean provision of a monitoring system of forest cover and forest cover changes and biomass including a robust accuracy assessment. The capabilities are based on utilizing mainly space-borne earth observation data and in-situ data.The service development is controlled by specific user requirements that are expressed through Service Level Agreements (SLA) between the ReCover consortium and six users. The services prepare particularly for the implementation of the post-Kyoto climate treaty and the REDD+.Service roll-out and expansion to the community outside the project and present pilot users is a key activity of ReCover. The outside community includes but is not restricted to TREES-3 project, GSE Forest Monitoring Extension, FRA, and GEO. The scientific viewpoint that reaches beyond the state-of-the-art techniques is the leading baseline of the study.The main research focus in ReCover is to develop a sound statistical concept and validation procedure in the production, apply very high resolution image data to improve result reliability, estimate biomass and degradation as well as their change, define the role of radar data in REDD related services, and build standardized service system with a capacity building concept.The consortium consists of nine leading research and industrial partners of which one is an SME. Three partners are from REDD eligible countries. The high impact value of ReCover is achieved by working directly for and with the customers and with local research partners, creating novel, trustworthy and standardized but affordable services  and applying them in INSPIRE compat
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 Europe proposal on 'Integrating CRM Value Chains and promoting local value-added'.

assistant: **Innovation**

In line with the CRM Act, the CRM-Value Chain Facility will help to develop and integrate critical raw materials value chains between the EU and selected partner countries, with the two-fold aim to secure reliable supplie of CRM for Europe, and to increase value-added opportunities in the partner countries. The Facility will promote the cooperation between stakeholders along the value-chains, and pool available resources through a Team-Europe approach. Furthermore, the enabling environment, first and foremost education & skills, as well as transport and energy infrastructure will equally be adressed. The Facility will work along 3 main components: i) Intelligence, networks, training and knowledge, ii) B2B matchmaking activities connecting actors and operations along the CRM value chains, and iii) building a pipeline of strategic projects that are of interest to European actors. The facility will be implemented by EIT Raw Materials and EIT InnoEnergy, permitting access to two top-level EU industry and partnership networks.


**Keywords:** CRM; value-chains; partnerships; Team-Europe; enabling environment; strategic projects; matchmaking;
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 'NarcoScan pocket-sized and affordable narcotics screener: making drug detection on the streets as common as catching drunk drivers'.

assistant: **Innovation**

Every year, EU citizens spend over €24 billion on illicit narcotics. Over 29 million people globally suffer from drug abuse – which is more people than all the Nordic countries combined. The key to limiting drug proliferation lies in the first-responder law enforcement to effectively detect narcotics in the field. However, the current tools and ways of working are not efficient in making quick and correct arrests of drug criminals, nor for discovering criminal organisations.We are introducing NarcoScan – the first pocket-sized scanner for first responders, such as police patrols, to quickly and accurately detect any type of illicit narcotics on the street. Being 20+ times less expensive than alternatives, NarcoScan uniquely enables mass-deployment of narcotics screeners. By combining our innovative spectral sensing technology with cloud and device-to-device connectivity, we have arrived at a disruptive solution that will make screening narcotics on the streets as ubiquitous as breathalysers for detecting drunk drivers. Our drug database is updated as soon as new narcotics appear on the streets, and the updates are deployed immediately across all the scanners on the field – just like antivirus databases are updated in computers.NarcoScan will bring at least €125 million in direct cost savings per year to the European criminal justice system. The impact of our solution extends further to the European society by reducing the size of illegal economy, improving the efficiency of police work (faster arrests, faster confessions, avoiding false arrests), and contributing to building healthier and more secure environments.Having proven the technical and economic viability of our solution through extensive feasibility studies, the main goal of our Phase 2 project is to prepare fo