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 concept and methodology overview for 'Innovative heat-to-power engine for very low temperature heat recovery applications' under Horizon 2020.

assistant: **Concept**

The strategic objective of the IE-E project is to develop a new heat-to-power engine in low-temperature ranges so that to recover and convert heat to power in a cost effective manner. This will be implemented by using an isothermal, scroll type expander that will replace the conventional (close to) isentropic one that is exclusively included in conventional ORC engines. This configuration can lead to much higher cycle thermal efficiency than the existing ORC units.The development of such isothermal expander makes it feasible to reach much higher efficiency than that of a conventional ORC, which is up to now the most common technology of heat conversion (e.g. biomass, industrial waste, geothermal and solar energy) into electricity. A first prototype has been designed, manufactured and tested, revealing the potential of this technology. Further work is required to validate and improve this concept and up-scale the expander to 20 kW rated power, with the aim to conclude to a commercial product.The proposal deals with this state of the art expansion machine and configuration, in order to promote this new engine/product to the internal combustion engines market, focusing on the utilization of the heat rejected from the engine cooling systems (for engines up to 500 kWe). This market includes both stationary engines for power production (fuels: diesel, gas, biogas, etc.) and marine engines (auxiliary diesel engines used for electricity production), while an overall power increase up to 10% can be achieved, reducing accordingly the produced specific emissions.
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 'Multiple levels of selection in Fungi' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

This project aims to restart a research career for the fellow, allowing her to be trained to up-to-date methods in experimental work, genomic tools and data-analysis, capitalizing on her former experience in evolutionary biology. This renewed experience in research is aiming to allow the fellow to move from a current full-time teaching position to research positions.The research context of the proposal is the interaction between selection levels, in connexion with the broader issue of the emergence of multicellularity. In multicellular organisms, selection can act at the higher level of the whole organism, but also at lower levels, like genes, nuclei, or cells, provided they are genetically heterogeneous. Intra organismal genetic heterogeneity does exist in any individual and may lead to genetic conflicts between selection levels. The best example is cancer, where genetic heterogeneity of some cells leads to the disruption of the whole organism. However, focusing on cheating cell lineages, like cancerous cells, may have lead to overlook that different levels of integration may also act in cooperation rather than generate genetic conflicts.Fungi, and among them ascomycetes, are ideal models to test for these issues of multilevel selection. Ascomycetes are indeed displaying a high potential for genetic heterogeneity and for nuclear selection, partly because of the dikaryotic phase in their life cycle. We intend to investigate if selection at the nuclear level is acting in cooperation, or conflict, with the organismal level.We will combine experimental approaches with genomic approaches, using next generation sequencing tools to resolve these issues. The host laboratory has a world-class expertise in these fields. This combination of approaches will be an important output
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 'Quantum-enhanced Vibrational microscopy'.

assistant: **Innovation**

The Q-Vibe project brings together a consortium of academic and industrial experts in nonlinear optics, quantum technologies, crystal engineering, FTIR microscopy, and microplastics analysis to pioneer a groundbreaking quantum vibrational microscope. This technology will enable label-free, non-destructive, and spatially resolved chemical analysis with unprecedented performance. By harnessing the quantum advantage, Q-Vibe will deliver hyperspectral maps in the fingerprint region across more than 10^5 spatial points using standard near-infrared components such as lasers, cameras, and optics. This approach will not only significantly accelerate imaging speeds compared to current infrared microscopes but also reduce their footprint and cost, making high-performance chemical imaging more accessible. In environmental applications, Q-Vibe is poised to revolutionize microplastics analysis by enabling rapid classification and quantification at high resolution. This ambitious challenge will be undertaken over 42 months by three leading academic institutions and two innovative companies, each bringing unique technical expertise.


**Keywords:** Quantum imaging, Infrared microscopy, Fourier-Transform spectroscopy, Microplastics analysis
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 'MYcotoxin MAnagement (AI)platform To face CC impact on food safety and Human Health', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Climate change amplifies food safety risks by fostering the proliferation of pathogens and contaminants in the food supply chain, and introducing unfamiliar or novel hazards. Among the food safety threats, because of their ubiquity, MYMATCH will consider the effects of climate change on a selection of mycotoxins (related to fungi belonging to Aspergillus, Fusarium, and Alternaria) occurring in maize, wheat, tomato, and nuts. Thanks to a strong and multi-actor partnership, MYMATCH will contribute to i) the prediction and mitigation of risk related to fungi and mycotoxin occurrence, ii) the assessment of mycotoxins exposure in humans (concerning different diets) and animals, and iii) the implementation of proper risk management measures. This will be achieved with data collection taking place at different levels, from literature considering events that happened in the past, under controlled environments and open fields, enabling the generation of the missing datasets needed to fulfil the project aims. This will support the development and implementation of fungi and mycotoxin predictive models founded on accurate climate change scenarios to anticipate the changes in mycotoxin occurrence in European food systems. MYMATCH AI mycotoxin management Platform will be the final output, the support for all food system actors with tailored predictions, recommendations, and mitigation approaches. By using this platform, the agri-food researchers, farmers, industry stakeholders, and policymakers, involved in the project through the MYMACTH’s Multi-Actor Framework, will be assisted in taking threat-mitigation initiatives and in decision-making, both in the short- and strategic long-term planning. MYMATCH tools and methods will be generated in a way that is easily extendable to other c
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 'Innovative AppRoach to Urban Security' (IcARUS) targeting Horizon 2020.

assistant: **Abstract**

the IcARUS project seeks to facilitate a transformation in the application and utilisation of the knowledge base through the design of urban security policies. By rethinking tools for urban security policy, IcARUS project offers a unique opportunity to draw together the best evidence from urban security research and practice over the last 30 years to implement an integrated, evidence-based and multi-stakeholder approach to prominent urban security problems. Through a strategically designed  process of co-production, IcARUS will integrate social and technological innovations to strengthen the strategic approach to urban security and therefore, promote a balanced vision of urban security, combining prevention, sanctions and social cohesion as mechanisms to encourage common approaches to security in the European Union. This project aims to transform the benefits to local communities in terms of urban security policies by engaging them as active co-producers of services rather than as passive recipients of public services alongside forms of multi-sectoral governance that deliver beneficial urban safety outcomes.


**Keywords:** Innovation, Social, Technological, Public policies, Urban security, Juvenile delinquency, Radicalisation, Trafficking & organised crime, Public space issues, Cross-border, Bottom-up approach, Strategi
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 'Perturbative and non-perturbative corrections to qcd calculations for photon induced interactions' (1994-1998).

assistant: **Innovation**

Research objectives and content The objective is to investigate the approximations and uncertainties entering next-to-leading order (NLO) QCD calculations and to develop an accurate description of jet and hadron production in photon induced reactions. It is planned to perform systematic studies comparing NLO and Monte Carlo (MC) calculations. The leading order QCD based MC program PHOJET will be tuned to agree on parton level with the NLO predictions allowing the detailed investigation of non-perturbative corrections. Since many non-perturbative corrections can be minimized considering hadronic interactions induced by virtual photons, it is planned to extend the NLO framework to these reactions (development of a parton density parametrization for virtual photons, calculation of photon interactions taking into account virtuality and initial transverse momentum.of the photon). The investigation of the virtuality dependence of the NLO predictions in comparison to simulations and experimental data will be used to develop a detailed understanding of the corrections to NLO calculations. Training content (objective, benefit and expected impact) The training objective is to learn the technique of NLO QCD calculations. The author will get the skills to incorporate elements of NLO calculations in his simulation program PHOJET (which is used by many experiments) allowing very precise comparisons between theory and data.
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 'Upgrade to CHP of a Biomass-Fired District Heating Plant in Denmark, Using a Combination of Gasification, a Novel Gas Tre', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

To demonstrate an updraft, fixed bed gasifier, designed specifically to gasify wood chips;- To demonstrate an innovative thermal/catalytic cracking system to clean the raw gas, to make it suitable to fuel gas engines;- To demonstrate continuous and stable operation of a 1 MWe gas engine/generator set, fuelled with gas of low calorific value;- To demonstrate operational reliability and economic potential, high overall efficiency and low environmental impact;- To demonstrate to replicate.
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 'Smart Biologics: Developing New Tools in Glycobiology' (SWEETOOLS).

assistant: **Concept**

Glycans are ubiquitous biomolecules found throughout all kingdoms of life. Early studies contributed considerably to our appreciation of glycan functions by showing that abnormalities in the glycosylation can develop into pathogenesis and severe dysfunctions. Despite the crucial role of sugars in many biological events we still do not have adequate tools to decipher their complexity. To unveil the mysteries in the rapidly emerging field of glycobiology we aim in this proposal to develop new tools that will help us to study and understand these important biomolecules. To realize this, we plan to combine the unique targeting capability of biologics with the inhibitory effect of small molecules into robust constructs with advanced properties. The biological part of the construct will be evolved using synthetic peptide libraries ensuring high selectivity toward particular sugar processing enzymes. The second part of the construct will consist of small molecular inhibitor warhead that will be designed and synthesized based on crystal structure-aided analyses. To merge these two moieties we aim to develop a new target enzyme–templated fluorogenic in situ click chemistry methodology that will enable us to easily monitor and screen whole peptide–small molecule bioconjugate libraries as highly selective inhibitors and manipulators of sugar processing enzymes. In addition, we aim to create new multivalent heteroglycosystems by using bioorthogonal reactions on peptide library scaffold. These structures will enable us to study polyvalent carbohydrate–protein interactions and to generate novel therapeutics such as influenza virus entry blockers. Our goal is to develop a new class of smart bioconjugate probes that will help us to answer fundamental questions in glycobiology. The outc
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 'Interventions to promote mental and physical health in changing working environments due to climate change, sustainable work practices, and in green jobs' (INTERCAMBIO) under Horizon Europe.

assistant: **Objectives**

Work environments are rapidly changing in Europe. The COVID-19 pandemic resulted in an acceleration of a range of complex and multidimensional trends at the workplace. There is also increasing awareness of the importance of mental and physical health of workers and fundamental interconnections of work, health and well-being. Climate change is further shaping the future of work on an unprecedented scale. European economies are undergoing transformation and reorientation towards sustainability. The European Green Deal is reforming the workplace through implementation of new sustainable work practices and policies, circular economy solutions, and rapid expansion of work in green jobs, resulting in novel workplace exposures with likely impacts on health. Increases in complex algorithmic management and performance monitoring are also taking place with a view towards sustainability. There have been calls towards inclusive green economies ensuring social protection, and the creation of decent green jobs. The overall objective of the INTERCAMBIO project is to promote mental and physical health of workers in changing work environments due to climate change, implementation of new working practices, and among workers in green jobs. We will examine key research questions regarding mental and physical health of workers and conduct detailed evaluation of interventions in strategic industries in Europe relevant to green and digital transitions, including in outdoor construction, health care, public transit, renewable energy (wind turbine), and waste management/recycling using a variety of multidisciplinary and state-of-the-art research methods. We will leverage large, geographically diverse longitudinal cohort consortia for new climate-related studies, promote a framework for social p
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 Sixth Framework proposal for the project 'Developing best practice for seed sourcing for planting and natural regeneration in the neotropics'.

assistant: **Objectives**

The primary focus of SEEDSOURCE is to communicate, to people who use trees (e.g. foresters, farmers, conservationists), the necessary information on germplasm sourcing and utilisation to ensure that harvested systems use the best adapted material, that maximises production and profit, without eroding genetic diversity; and that regenerative projects adopt strategies that maximise the recruitment potential of natural systems to maintain ecosystem diversity and their long term adaptive potential. The project aims to provide sourcing and utilisation information for 50 of the most socio-economically important tree species in each of the Central and South American tropics (chosen based on extensive socio-economic survey and literature and after consultation with end users and stake holders during the initial startup phase of the project). These guidelines will be based on criteria and indicators developed from experimental project data of 12 study species for which studies on adaptive variation, genetic diversity, gene flow and regenerative capacity are combined with available background information and interpreted using meta-data analysis and simulation modelling procedures. Using this integrated approach, SEEDSOURCE will provide best practice policies for sourcing germplasm for reforestation within a range of degraded landscapes (logged forest, fragmented stands, degraded secondary forest and remnant trees isolated in abandoned farm land), and for trees with a range of lifestyles (pioneer or forest dependent) that are key components of a diverse ecosystem composition. This information will be individually tailored and targeted for uptake by different forestry and farming stakeholders (e.g. international and national policy makers, seed banks, forest management certifiers,
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 'Industrialization and path to commercialization of a patented innovative industrial kit to modify COLD cycle in order to drastically reduce ENERGY consumption' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Cold supply means an important share of electricity consumption (up to 30%) in certain market domains, mainly in Food and Chemical industries. However, refrigeration systems are a mature technology and there is no commercial solution in the market reflecting recent innovations, mainly because of the limited economic and energetic benefits offered by researched solutions, and of the complexity increase for the compression system.COLD ENERGY is the first disruptive innovation in refrigeration systems in the last decade.  The innovation is related to the introduction of an energy recovery heat exchanger and a turbocharger -a technology coming from the automotive industry- into a conventional refrigeration plant. The comparison with current alternative solutions in terms of Coefficient of Performance and cooling power shows how COLD ENERGY significantly improves the efficiency of the system, increasing those parameters more than 30% and 50% respectively. In this way, our solution is able to increase energy efficiency for refrigeration appliances, achieving up to 23% of energy savings at -25ºC of Exercise Temperature.The action is strongly Industry oriented, performed by five partners from four different EU countries, each partner representing a different stakeholder in the value chain of the new sustainable product: TURBOALGOR from Angelantoni Group (Coordinator), AVL SCHRICK (turbocharger developer), ENEL.SI (ENEL Energy Service Company), AMORINO and AGRICOLA PAGNAN (both experts in Cold Energy management in the food sector).Forecasted cumulative turnover is EUR 60 million by 2022, only for the 5 core targeted countries (IT, DE, FR, UK, ES) and only for food processing and large scale distribution sector, which is the first envisioned market to reach. COLD ENERGY will boos