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: Describe how 'The well-being of the sensitive: indoor environment and well-being of people with autism' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

People with autism deserve more attention to their needs for indoor comfort and well-being. Due to their sensitivity to the 5-senses stimuli, they might perceive the environment differently. Moreover, some individuals with high-severity autism might have difficulties to properly respond to environmental stimuli, and therefore to adapt to the environmental conditions. Nevertheless, standards and guidelines typically address average standard populations, and little knowledge is present in the literature about how the indoor environment affects the well-being of people with autism, especially from the indoor environment and comfort engineering perspective. This knowledge gap has motivated SENSEwellbeing, in which we aim to perform an extensive study on indoor well-being of people with autism. Objective measurements of environmental parameters, behavioral monitoring and subjective questionnaire surveys will be conducted in a living lab and in field studies, allowing to: 1. Compare the perception of multi-domain environmental exposures of adults and adolescents with low-severity autism with a control group, in a living lab; 2. Verify the results conducted in the laboratory in every-day life environments and with individuals with a higher severity of autism; 3. Study adaptive strategies, depending on autism severity and co-morbidities; 4. Apply and validate a methodology based on third-party observations, to survey the environmental well-being of people with communicative difficulties; 5. Associate the responses to individual characteristics (gender, age, cultural background, health-status). SENSEwellbeing will be significant for the scientific community, designers and industry: it will offer inputs to extend and refine models, standards and guidelines to be used for the desi
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 'Livestock integrated management system' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

STEPLA, https://youtu.be/5NcgzfTEGqE, http://www.stepla.es/en_index.html, developed by the Spanish SME MISC International (SensoWave) is the first ICT service platform for extensive breeding farms full management that offers location, monitoring, and traceability capabilities to locate livestock individuals in real time. STEPLA monitors in real time their condition detecting anomalies and facilitating farm management, including meat traceability and environmental impact of livestock farming activites. STEPLA integrates stakeholders such as veterinarians, suppliers, insurance companies, regulatory authorities, consumers, and every elements within the distribution chain. After being incubated by the SmartAgrifFood acceleration programme http://smartagrifood.com, and finalizing pilots in several farms in Spain, STEPLA reached their first selling agreement for the cow (beef) sector in 2015. With SMEInst-2 project STEPLA+, SensoWave envisages to carry out the needed adaptations to cover other livestock, targeting pigs, sheep and goats, and horses, and to include new functionalities (temperature sensors, more complex bigdata based algorithms, etc.), in order to increase STEPLA+ market penetration becoming the main solution for European livestock farmers in the coming years. STEPLA+ will reach commercialisation step in 2018-19, resulting in a 4-year ROI of 309% for SensoWave, and generating 204 new jobs, plus positively impacting the European livestock farming sector (also by increasing exports) and the European citizens welfare.
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 'Spatially-Implicit Modelling of Plankton Ecosystems' under Seventh Framework.

assistant: **Concept**

The aim of SIMPLE is to investigate and parameterise the influence of small-scale spatial variability in plankton concentrations on the behaviour of large-scale mean fields. This is necessary for accurate plankton ecosystem models as biogeochemical subunits of predictive climate models, which must account for the influence of plankton ecosystems on the biosphere, and as tools to predict the large-scale effects of climate change on sensitive marine ecosystems, which support economically-critical resources. SIMPLE will achieve this aim in two stages. First, we use spatially-resolved numerical simulation to investigate the influence of small-scale spatial variability on mean field behaviour (the ‘biological Reynolds fluxes’), and how these fluxes may be parameterised in coarse-resolution models using second moment closure (SMC) methods. Second, we groundtruth the SMC method by fitting coarse-resolution models to in situ and satellite data from the BATS (Bermuda Atlantic Time Series) region and attempting to predict independent data. The objectives are to quantify the ecosystem fluxes due to unresolved biological variability, develop SMC parameterisations of these fluxes, and assess the predictive benefits in a context applicable to large areas of the oceans. SIMPLE will fulfil FP7 directives for collaborative research into the Environment (‘Cooperation’ block) as well as frontier science (‘Ideas’) and training/career development for the applicant (‘People’).
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 'Ipm in maize - sustainable pest control for small scale Latin America farmers' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

Our main objective is to develop a low-input integrated pest management programme for the key pest of maize in Latin America, Spodoptera frugiperda, based primarily on use of a baculovirus insecticide backed up with biological and cultural control measures. Hence we will reduce the current dependence on synthetic pesticides which at present represent an acute toxicological hazard, with regular poisoning incidents among growers and consumers.Expected OutcomeWe anticipate that by the end of the project we will have assessed the potential for integrated pest management in this system. Provided that we can achieve adequate control without substantial use of synthetic pesticides, we expect to be in a position to make recommendations to growers as to how to manage maize pests in a sustainable and profitable manner while reducing or eliminating toxicological and environmental problems associated with use of synthetic insecticides. Further funding for training and extension work will be sought.1. To characterise and assess pathogenecity of strains of baculovirus pathogenic to S. frugiperda.2. To quantify S. frugiperda larval behaviour and feeding rates at varying ages and on varying growth stages of maize to enable optimization of control measures.3. To assess the efficacy of baculoviral insecticides in various formulations and at various application times and rates using replicated field trials.4. To assess the control potential of egg and larval parasitoids (either via in-field management or mass release), and the potential for integration of parasitoid and baculoviral controls.5. To screen the available pesticides for toxicity to man and beneficial insects, and to examine possibilities for integration of biological controls with a reduced chemical input.6. To integrate all o
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 'Imaging antisense oligonucleotides hybrisisation in vivo with positron emission tomography - Development of positron emitting probes and feasability studies' to be submitted under Fourth Framework.

assistant: **Abstract**

This project specifically proposes:i) to develop efficient and general procedures for labelling ODNs of specified sequence with a range of positron-emitting isotopes of differing half-lives.ii) to demonstrate that specific hybridisation of a positron-emitting probe in vivo combined with image treatment methods will be able to provide the tissue distribution of the target mRNA.This project aims to combine European expertise to extend PET (Positron Emission Tomography) to an entirely new area: the imaging of antisense oligodeoxynucleotide (ODN) hybridisation to mRNA in humans in vivo. The advance represented by being able to image antisense hybridisation in vivo could be immense. In principle, the PET imaging of any target mRNA could be addressed by merely changing the ODN sequence of the labelled probe and the half-life of the label to suit localisation kinetics. By the use of such positron-emitting antisense probes, genetic factors, such as point mutations, associated with the prognosis of severe or even lethal diseases could be studied in vivo. The method could also be applied to longitudinal studies of the results of grafting, gene therapy and antisense therapy. Exogenous mRNA from viral infection might be detected and its tissue distribution studied. The development of an array of general procedures for labelling antisense ODNs with positronemitters of differing half-life could also be useful to Academia and Pharmaceutical Industry as a procedure for assessing the pharmacokinetics and accumulation of novel antisense therapeutics at target sites in vivo. Diagnostic applications of labelled antisense ODNs could ultimately be envisaged. Most of the positron-emitting isotopes suitable to the project are currently produced by each of the participating PET centres. Several
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 'PhD position in commercial environment: cancer immunotherapy drug screening in 3D' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

OcellO B.V., a Dutch SME, is recruiting an Immuno-Oncology Innovation Associate to support the diversification of its portfolio of innovative services. OcellO is a contract research organization (CRO) that delivers supreme in vitro screening tools for drug developers. The SME has a number of high-throughput screening tools on the market, all of which are based on its proprietary 3D cell culture technique with concomitant imaging and analyses tools. Currently, OcellO is growing so-called ‘organoids’ composed of a single cell type. The different screening tools it now has on the market each make use of a single cell type of different origin.Strengthened by the needs expressed by the market, OcellO wants to expand its portfolio with the delivery of 3D cultures based on two or more different cell types combined in one organoid. The primary focus for this project is on combining cancer cells with cells from the immune system, to support the development of immuno-modulating cancer drugs – a highly promising field of anti-cancer drug development. There is a high unmet need for affordable and meaningful screening technologies for the selection of the most promising drugs for clinical development from a vast number of promising compounds designed for stimulating our immune system to eradicate cancer cells. None of the screening tools currently available can deliver on the needs of the industry.For the development of its first screening platform based on the co-culture of cells in 3D, OcellO is eager to hire a post-doc level, established researcher (R3). The Immuno-Oncology Innovation Associate has a PhD in immunology and experience in oncology. (S)he has affinity with cell biology, fluorescence imaging, and with exploitation of technology. In the competitive Dutch employment env
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 'Innovative solutions to scale-up urban green surfaces across Europe' (ScalinGreen), addressing dissemination and exploitation.

assistant: **Impact**

The ambition of this programme is to enable the widespread adoption of ground-breaking solutions to bring back nature in cities. Natural Grass offers disruptive solutions for urban greening:1.AirFibr, the sports field application for football and rugby pitches, golf courses and horse-riding grounds2.CityNest, the green building solution for green walls and green buildings3.GreenMove, the future of urban infrastructure : green parking slots, green tramway track beds, green highway sound wallsThis programme aims at removing an important lock for Natural Grass: the mastery of its production process in orer to  overcome the following limitations:- Flexibility: It only works with a very precise set of components - Control: Designed to produce the AirFibr substrate, the current line does not allow to vary the cork/sand/fibres ratio over all the range necessary to produce the substrate for CityNest and GreenMove, hence the substrate has to be manually enriched in cork- Reproducibility: a minor change in the process parameters or in the components characteristics can cause the process to failTo achieve these ambitious objectives, we propose an innovation programme structured in three steps:I. A study of the current process to formalize and generalize Natural Grass technical know-howII. The development of a set of innovative tools necessary for multiple substrate fabrication testsIII. The completion of the final objectives: the development of a fully functional prototype line and of a wider range of appropriate substrate constituents.
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 'Solar Urban e-Mobility Transition' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

SUN-TRANS is a multi-partner, Europe-wide initiative designed to transform urban and commercial fleets by integrating Vehicle-Integrated Photovoltaics (VIPV), high-efficiency power electronics, and AI-driven fleet orchestration into electric buses and last-mile delivery vehicles. Heavy-duty vehicles and vans account for a disproportionate share of transport emissions—up to 39%—despite numbering far fewer than passenger cars. SUN-TRANS addresses this gap by developing semi-transparent, curved, and colored VIPV modules, designed for both e-bus rooftops and last-mile EVs, backed by advanced encapsulation materials that endure vibration, UV, and harsh climates. These modules pair with multiport, wide-bandgap power converters, ensuring over 98% efficiency under real-world shading and load variations. Partners will demonstrate integrated solutions in three distinct pilot sites—Izmir (Türkiye), Alba Iulia (Romania), and Bilbao (Spain)—covering diverse climates and operational demands. Through an AI-driven platform built on Siemens’s DepotFinity and EnergyIP, SUN-TRANS coordinates real-time solar charging, route optimization, and grid services like peak shaving and demand response, slashing operational costs by up to 30%.By merging cutting-edge technology with streamlined manufacturing (BOZ, MUSO), the project aims to scale VIPV adoption, lowering cycle-time overhead below 5% and meeting UNECE automotive standards for safety and reliability. Life-cycle assessments (AMBI) confirm eco-efficiency and social acceptance, while municipalities (Izmir, Alba Iulia) and Bizkaigar (Bilbao) validate real-world performance. Ultimately, SUN-TRANS delivers replicable business models (R2M) for public transport and last-mile operators, catalyzing investor interest via robust ROI data and strate
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 Europe proposal on '- addressing the challenges of high-performance solution-processed OLEDs using sustainable materials'.

assistant: **Concept**

In the 21st century, displays play a central role. They are embedded in almost every type of electronic device and it is difficult to imagine a world without mobile phones, monitors and televisions. Driving the pervasiveness of displays is the disruptive organic light-emitting diode (OLED) technology. There are, however, some structural weaknesses in state-of-the-art vacuum-deposited OLEDs. These include the use of scarce metals within the materials of the device and the reliance on energy-intensive and expensive vacuum deposition fabrication methods. Solutions are required to make these devices more sustainable from choice of materials to manufacturing processes. The European Doctoral Training Network TADFsolutions will train a cohort of dynamic researchers to devise, develop and implement sustainable solutions for improving the device performance of solution-processed OLEDs. The 10 PhD scientists will undertake multidisciplinary research to meet this design challenge. Despite being cheaper, the current best solution-processed OLEDs (SP-OLEDs) still rely on scarce noble-metal based phosphorescent emitters and underperform compared to vacuum-deposited OLEDs. Starting from bespoke organic thermally activated delayed fluorescence emitter materials, the performance of SP-OLEDs will be maximized based on improved predictive models of charge transport, film processing techniques, and device structures. A strongly interconnected approach is required not only to effectively train the DFs but to meet the objectives. The TADFsolutions network consists of 8 leading European academics, 3 companies and 5 international partners that are equipped and experienced to not only confront the materials and device design challenges but to provide a robust multidisciplinary and intersectoral
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 'Appropriate use of Caesarean section through QUALIty DECision-making by women and providers'.

assistant: **Concept**

Overuse of caesarean section (C-section) has adverse consequences on maternal and child health. It also deviates essential resources worldwide and hinders universal access to healthcare services. We aim to develop and evaluate a strategy to implement non-clinical interventions to reduce unnecessary C-sections in Argentina, Burkina Faso, Thailand and Vietnam. This strategy combines four active ingredients: opinion leaders to implement evidence-based clinical guidelines, caesarean audits and feedback to help providers identify potentially avoidable C-sections, a decision-analysis tool to empower women for better decision-making on mode of delivery, and the implementation of WHO recommendations on companionship during labour to support women during vaginal birth. The project promotes the engagement of stakeholders at all levels (policy-makers, health providers and end-users i.e. women) from the very start of the project to implement intervention components, which take into account the local context and to ensure a maximisation of the expected impacts. To improve the quality of implementation and use of evidence, knowledge transfer activities will be implemented. Qualitative and health systems research to investigate the multiple layers of power and interaction as well as decision-making processes within multi-professional teams are integrated throughout the project in order to bridge the knowledge-do gap and better understand scaling-up processes. The evaluation will examine physical and psycho-social effects of the strategy and will highlight the interdependent relationship between maternal and child outcomes related to overuse of C-section. Particular attention will be given to equity issues and gender considerations in the interpretation of results. Overall, our project