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

user: Write the 'Expected Impact' section for the project 'Climate-driven oxygen limitation in freshwater macroinvertebrates' (RESPIRE), addressing dissemination and exploitation.

assistant: **Impact**

To predict future effects of climate change, a comprehensive mechanistic understanding is essential. In marine ecosystems, a mismatch between oxygen demand and oxygen supply to tissues was shown to be the first mechanism to restrict survival at thermal extremes. Here a study is proposed on climate-driven oxygen limitation in freshwater macroinvertebrates. Aquatic invertebrates display a range of adaptations related to respiration and oxygen is a key factor structuring species assemblages in freshwater ecosystems. Therefore, oxygen limitation is likely to play a role. First this research will assess if the thermal limits of species arise due to oxygen limitation. In laboratory experiments the prediction will be tested that a species’ thermal window expands under higher oxygen concentrations. A field study will asses if species occupy different thermal niches under high and low oxygen conditions. Experimental work is proposed to characterize the oxygen demand (metabolic rate) of species and relate these to their observed thermal limits. Secondly, this research will assess if and how differences in a species’ thermal vulnerability can be predicted from their life-history and physiological traits that relate to oxygen supply and demand (e.g. respiration system, body size, development speed, metabolic rate). The oxygen limitation hypothesis may prove to be a new and important mechanism bringing the fields of physiology and ecology together to explain the effects of climate change on freshwater macroinvertebrates. The proposed research will investigate whether water pollution exacerbates the effects of higher temperatures. Such an insight will help in taking the most effective measures mitigating the effects of climate change.
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 'Application of RNA nanotechnology for delivery of mRNA therapeutics' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Sixfold Bioscience is a biotechnology company that conducts preclinical research and development on its patented Programmable Oligonucleotide Delivery System (PODS). Proof-of-concept in vitro and in vivo data has been demonstrated for the delivery of siRNA-PODS to specific cancer cells by ligand-based targeting. Sixfold is now looking to expand the utility of the PODS to include mRNA delivery (mRNA-PODS). The field of mRNA therapeutics is hugely promising area of Cell and Gene therapy, where it has the potential to cure, treat or reprogram any cell in the body. However, there are no effective methods available to deliver these drugs efficiently and safely in the body. Current options in preclinical development have issues with severe toxicity and a lack of specificity. Sixfold’s biocompatible PODS have the potential to be a best-in-class solution for mRNA delivery, however in order to exploit this opportunity the SME is required to overcome an extremely competitive field and the chronic national labour shortages in RNA nanotechnology. Sixfold is applying for an European SME innovation Associate to overcome the challenges faced in hiring. The innovation associate will be given a unique opportunity to work on groundbreaking science with leaders in the field and develop their skills in entrepreneurship/innovation and RNA nanotechnology through tailored training. The associate will bring their experience in computational RNA biology, mRNA Biochemistry or RNA Nanotechnology (minimum PhD) to develop and implement computational and chemical techniques to adapt Sixfold’s proprietary technology for delivery of therapeutic mRNA.
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 'European Research and Innovation Centre of Excellence in ChiNA'.

assistant: **Concept**

Europe actively engages internationally to strengthen its leadership in the field of Science, Technology and Innovation (STI) in the global scene and improve synergies between Member States. Europe aims to foster international cooperation and strengthen its STI presence in China due to its growing importance and STI opportunities for European actors. ERICENA (European Research Innovation Centre of Excellence in China), a 48 month initiative implemented by 8 European and 5 Chinese partners, proposes to set up a Centre and its networks in China to promote European STI interests in China, creating synergies with existing STI structures. ERICENA will connect and support European researchers, entrepreneurs and other STI stakeholders, while providing and facilitating provision of STI services (e.g. networking, advice and support, training, among others) to private and public clients. The Centre will be implemented along 4 stages (initial set-up, pilot, full operational and self-sustainable stages), in which all mechanisms will be structured and established to ensure the Centre’s long-term sustainable operation in China. The Centre will be established through the implementation of 6 strategic WPs, which are structured along 4 key pillars – strategy, operational, financial and implementation – as well as two cross-cutting supporting WPs. ERICENA will effectively contribute to improve cooperation between European STI organisations and researchers and their Chinese counterparts, strengthen the presence of European STI excellence in the Chinese market, maximize the impact of European STI actors in China, improve the framework conditions for EU-China cooperation, and expand the impact of results from existing European STI projects and initiatives in China. This vision will be close
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 'Monitoring the state of European soils' to be submitted under Sixth Framework.

assistant: **Abstract**

Specific Objectives:Objective 1: Soil Monitoring Network Analysis of existing Soil Monitoring System at different level (National, Regional). Analysis of consistency of data, soil sampling method, georeferenced plots, reiterations of measurements, soil analytical method. Design and structure of the monitoring system and definition of Guidelines. Preparation for eventual soil reporting. Support the elaboration of the Soil Monitoring Network through the harmonisation of methods and measurement strategies.Objective 2: Co-ordination of technical working groups Co-ordination of technical working groups being established by DG ENV and WG on Soil Monitoring of ESBN (European Soil Bureau Network). Representation of JRC within the inter-service working group on soil protection.Objective 3: Policy relevant soil data Maintain, update and develop EUSIS (European Soil Information System) to be the key repository of information on European soils. Dissemination of policy relevant information derived from EUSIS (Web, CD, etc.). In support of FOCUS (Forum for the Co-ordination of Pesticide Fate Models and their Use) redesign and extension of the Focus Information System to include Groundwater Scenarios and provide FOCUS Help Desk to the Focus User Community. Harmonise and integrate the existing data layers in a single multi-layered system of information on European soil threats combining information on local scale with information at catchment and at European scale. This Action will contribute directly to support ERA and Enlargement. Training initiatives are embedded in a number of objectives identified above and will draw particularly on networking activities within the European Soil Bureau Network. In the context of ERA this network will represent a scientific and technical reference
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 '3D Living Interactions through Visual Environments', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The 3D-LIVE project aims to develop and experiment a User Driven Mixed Reality and Immersive (Twilight) platform connected to EXPERIMEDIA facilities in order to investigate the Future Internet (FI) broadband capacity to support Real-Time immersive situations as well as evaluating both the Quality of Experience (QoE) and Quality of Services. The main objective consists to explore 3D/Media technologies and IoT in real and virtual environments in order to sense and experiment live situations. The combination of FIRE testbeds and Living Labs would enable both researchers and users to explore FI capacities to enter the Tele-Immersive application market and to establish new requirements for Internet technology and infrastructure. Combining both FI technology pull and Tele-Immersion market pull would promote and accelerate the creation and adoption of innovative sportive events based FI Services by communities of sport practitioners.The 3D-LIVE project is built around four main activities:1.\tCreate a FI Experiential Design methodology including a holistic User Experience model;2.\tDesign the architecture of the Twilight Platform;3.\tPrototype the Twilight Platform and 3D Tele-Immersive Environments;4.\tExperiment and evaluate the Twilight Platform and 3D Tele-Immersive Environments in conducting the skiing, running and golfing scenarios.The selected FIRE facilities are EXPERIMEDIA CAR and Schladming. Of particular interest is the EXPERIMEDIA advancement in new methods and algorithms for content processing targeting the efficient delivery of augmented reality to mobile devices and 3D processing for on the fly reconstruction of live events in indoor geolocalised spaces.Impacts are the FIRE facilities more useful for researching FI possibilities when integrated with Living Labs
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 'Safety, efficiency and capacity of ATM methodologies' under Fourth Framework.

assistant: **Concept**

The SECAM study is seeking to address methodologies for safety, efficiency and capacity assessment across the spectrum of operational and functional needs of ATM. It will consolidate existing expertise and propose a direction for further analysis.This task will provide a unifying framework in which new systems can be assessed for their contribution to ATM in terms of safety, efficiency and capacity. This is to the benefit of CAAs and industry (manufacturers and airlines) as the results of such a technical assessment, undertaken within this framework, could be used as an input to a cost benefit analysis, thereby enabling them to assess the impact of incorporation of new systems.It will identify methods and tools that conform to the unifying framework and assist in providing qualitative or quantitative assessment of safety, efficiency or capacity. The need for the further development of tools for R&D in this field will be addressed. It will identify a way to assess how structural, procedural and functional aspects of the ATM system interact in respect to the parameters already mentioned. %
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 'Multi-View Intelligent Collaborative Communication and Sensing for 6G Networks (MICCAS-6G)' (MICCAS-6G).

assistant: **Innovation**

Integrated sensing and communication (ISAC) is emerging as a key cross-domain technology of sixth-generation (6G) networks, with the potential to transform sectors such as autonomous driving, smart cities, and sustainable infrastructure. The MICCAS-6G project (Multi-view Intelligent Collaborative Communication and Sensing) aims to overcome the limitations of conventional single-view ISAC by developing a collaborative multi-view framework where distributed base stations and users jointly sense and communicate. By advancing synchronization, calibration, distributed signal processing, and artificial intelligence (AI), the project seeks to enable accurate, robust, and deployable ISAC in complex real-world environments.Despite its potential, the MICCAS system faces key challenges. Achieving precise synchronization and calibration across distributed nodes is critical but difficult; heterogeneous measurements from different views complicate data fusion; large-scale networks introduce coordination overhead; and high-dimensional sensing data demands scalable processing. To address these challenges, MICCAS-6G is structured around three integrated work packages: synchronization and calibration (WP1), collaborative sensing algorithms (WP2), and AI-driven data processing (WP3). Together they will establish the foundations of a deployable multi-view ISAC architecture.Expected outcomes include novel synchronization schemes, low-complexity distributed algorithms, and robust AI-based fusion methods. These results will support applications in mobility, logistics, and public safety, while contributing to EU priorities such as the Digital Decade 2030, the European Green Deal, and Horizon Europe's twin transition. At the same time, the fellowship will broaden the researcher's expertise in 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: Explain how 'Chromatin organization and mitotic inheritance of epigenetic states: genome-wide dynamics of H3.1 and H3.3 histone variants during DNA replication' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Within the nucleus of eukaryotic cells, chromatin organization has emerged to be a major regulator of genome function. The question of how chromatin is shaped and maintained through DNA replication is key to understanding its impact. Distinct histone variants, modifications and binding partners are linked to specific structural and functional domains and might constitute a stable epigenetic signature. However, the passage of the replication fork disrupts parental nucleosomes and challenges existing patterns throughout the genome. Chromatin dynamics during DNA replication have not been characterized at genome-wide resolution. I aim to address this by tracking the deposition of the histone variants H3.1 and H3.3 along S phase. H3.1 and H3.3 are deposited via distinct DNA synthesis-coupled and -uncoupled pathways and, in asynchronous cells, show opposite genomic profiles that correlate with replication timing. I will exploit new bulk- and single-cell assays to monitor their de novo assembly in synchronized cells. These will be used to characterize the deposition of newly synthesized H3.1 and H3.3 as replication progresses, and compare spatiotemporal patterns to their global distribution before S phase. My objective is to implement a comprehensive computational strategy to 1) resolve H3.1/H3.3 dynamics in cell populations and individual cells, 2) explore the determinants and impact of differentially enriched domains and 3) evaluate the effects of perturbations on the mitotic inheritance of epigenetic states. This will allow to elucidate how specific signatures are propagated through cell division and shed light on the role of H3 variants as potential carriers of epigenetic information.
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 'Optical quality of the crystalline lens' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

Cataractous lenses will be compared by means of their optical quality, morphology and protein structure to find biophysical causes for lens opacities. Experimental cataract will be induced in vitro in human and animal lenses to link the results from cataract research in animals to human cataracts.
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 'Straw gasification for co-combustion in large chp plants ('STRAWGAS')' (STRAWGAS).

assistant: **Innovation**

Objectives and problems to be solved: The project will develop and test gasification of straw in a circulating fluid bed gasifier (CFBG). The gas is intended as supplementary fuel in a modern coal-fired power plant, which also supplies district heat (CHP). The project includes development and test of a straw feeding system, of gas cleaning equipment and of procedures to ensure reuse of the residues. The project is preparation for a demonstration gasifier which will have a thermal input of 100 MWth and use app. 150.000 tons of straw per year. The energy efficiency from straw to electricity will be 40%. The project can lead to demonstration of an efficient and clean method to use straw for power production in a large scale. The method is clean, since the straw-gas is burnt in a boiler with modern flue-gas cleaning equipment. Since straw is a major biomass resource in large parts of Europe, this project will help increase the share of renewable energy in the energy system, and also improve economy and employment in the agricultural sector. Description of work: The work is divided into two phases: the development and demonstration phases. The present project covers only the development phase. It is based on results from completed and ongoing work, which includes experience with large-scale wood gasification, straw gasification and gas cleaning tests in small-scale and in pilot-plant scale (3 MWth) and also tests with a new gas-tight straw feeder. These are new results, which clearly show that the process using the difficult fuel straw is feasible. Further validation is however necessary, before a demonstration plant can be decided. The main risk elements in the demonstration plant are scale-up and long-term availability. The present project is a development phase and consis
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 'Innovative and Inclusive Democratic Spaces for Deliberation and Participation' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Deliberative and participatory processes currently lack full legitimacy due to the exclusion and marginalisation of several vulnerable communities from democratic spaces.  iDEM will address this issue in the context of marginalisation and exclusion of people who need support to fully be able to read, write and comprehend language (around six million individuals in the EU and over 90 million people globally). iDEM will lay the theoretical foundations for the analysis of current marginalisation  from deliberative processes  of diverse under-represented groups due to language skills and propose, implement, and evaluate inclusive deliberative and participatory spaces. It will adopt a user-centred approach for making participatory processes more accessible and inclusive, developing advanced natural language processing technologies and artificial intelligence to empower under-represented groups with tools to facilitate communication and dialog in democratic spaces.  iDEM  will co-create the next-generation multilingual models  aimed at (1) detecting possible sources of problems in understanding messages and biases for several European languages and audiences, (2) automatically adapting texts in those languages to be accessible and unbiased for these audiences, (3) providing AI tools for enhancing the controllable generation of messages and discourses.  iDEM will innovate democratic spaces with customised, user-centric technology enhancing the participation and representation of marginalised groups by providing unbiased and inclusive technology.  To do so,  iDEM  will also build on the results of relevant past  projects, and seek collaboration with related projects and  relevant centres for democracy in Europe.


**Keywords:** Artificial Intelligence, Natural Language Processi