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: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'How migration decisions are made: diverse aspirations, trajectories, and policy effects'.

assistant: **Innovation**

The EU and its Member States pursue a wide range of policies that address migration, including development cooperation, border management, and legal labour market access. To be effective, policies must be based on an accurate understanding of how individuals decide whether to migrate. DYNAMIG will fill critical gaps in scientific and policymakers’ knowledge about how the decision-making behaviour of potential and actual migrants interacts with policies given micro, meso, and macro factors, e.g. different socioeconomic status. We focus on Africa as the most important future region of origin for migrants to Europe. We pursue a multi-disciplinary approach along four dimensions: First, we extend existing conceptualisations of the dynamics of migration decisions along extended trajectories and test these through innovative methods, including digital diaries collected from migrants en route from Nigeria, Kenya, Senegal, and Morocco to Europe. Second, we develop a mobile-device-based tool for online choice experiments to causally study aspiration formation across different contexts and stages of migration with several tens of thousands of individuals in origin and transit countries. Third, we study how policies affect migration decision-making with methods that allow causal interpretation: choice experiments with respondents in different contexts; a randomised controlled trial of an entrepreneurship training intervention in Senegal; and a quasi-experimental analysis of the EUTF for Africa. Fourth, through interviews with high-level policymakers and textual analysis of policy documents, we analyse how the design of EU, Member State, and relevant African policies that address migration takes into account migrant decision-making. To maximise our impact on policymaking, we embed 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 'Human centred operations in aircraft dispatch and maintenance (ADAMS 2)' to be submitted under Fifth Framework.

assistant: **Abstract**

ADAMS 2 addresses area 4.4.2 (Operational Maintenance) in key action 2.4 in the CSG Programme. It will analyse the human role in reliability and effectiveness in the systems and processes of aircraft maintenance - at the level of the task, individual and group, events and incidents, and the organisation. This will support the development and evaluation of tools and methodologies to improve practice in aircraft design, maintenance quality management, and organisational learning following incidents and events. The requirements for organisational change to ensure successful implementation and the costs and benefits of these interventions will be examined. Better aircraft design methodologies and standards, better auditing and assessment of maintenance operations, and enhanced capacity to learn from incidents and events will contribute to enhanced reliability and cost-effectiveness of aircraft maintenance.
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 'Advanced electromagnetic solution for quality testing of packaging for horti-fruit products' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

The project aims at developing, integrating and testing innovative low cost nuclear magnetic resonance (NMR) techniques and new fruit handling mechanisms for quality control in the selection process of horde-fruit packaging systems. The new Embraced quality control mechanisms will be implemented into existing fruit and vegetable weighting and packaging machines. The integrated selection and packaging system resulting from the QTEPACK project will increase the efficiency in eliminating the damaged fruit-fruit products prior to the final packaging step. This will reduce the shortcomings of quality control methods based on visual or manual inspection. The end users in an orange packaging line will evaluate the efficiency and reliability of the final prototype QTEPACKsystem. The result to be expected from future applications of the new QTEPACK system is a 40%increase in the detection of damaged items in fruit and vegetable batches.
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 'Four-stroke powered gasoline auto-ignition controlled combustion engine' (4-SPACE).

assistant: **Concept**

Objectives and content The purpose of this industrial research project is to research and develop an innovative gasoline controlled auto-ignition combustion process for its application to lean burn automotive 4-stroke engines. The engine concept developed could industrially replace the existing stoichiometric (with 3-way catalyst) automotive spark ignition 4-stroke engine The combination of several engines innovative technologies, with some of them derived from 2-stroke engine technology (such as internal fluid dynamic control with high EGR rate) will be investigated by the main contractors IFP (FR), Daimler-Benz (DE), FORD (GB) and PSA (FR) and then will be implemented in the advanced design of this new engine concept, up to the final economic and technical evaluation of the in-vehicle on-the-road potential. The total scientific and technological 4-SPACE" programme amounts to 4.6 MECU during a period of 3 years. The expected achievements in terms of fuel economy and environmental impact are as follows:  Demonstration of the potential to meet the most stringent emissions limits proposed for EU for spark ignition automotive engines in the year 2005 concerning the regulated pollutants (CO, HC and NOx) without requiring a DeNOx catalyst technology,  Compared to its stoichiometric 4-stroke counterpart, a reduction of fuel consumption and therefore of corresponding CO2 emissions of 15 to 20 % in average conditions of use, is expected with the "4-SPACE" lean burn 4-stroke, with an additional combined reduction of CO2 emissions and of unregulated nitrous oxide (N20) emissions by 60 to 80 %, leading therefore to a global greenhouse gas emission contribution reduced by 20 to 30 %,  Compared to its diesel 4-stroke counterpart, it would provide similar level of fuel economy and C0
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 'Investigations of fast ion-atom collisions in a storage ring, applying an ultra-cold supersonic gas-jet target' (1994-1998) under Fourth Framework.

assistant: **Objectives**

Research objectives and content The main objective of the present proposal is the investigation of fast ion-atom collision experiments applying the internal ultracold gas-jet target at the heavy-ion storage ring 'CRYRING'. The technique to be used for extracting the detailed kinematics of the collision processes will be the novel technique recoil momentum spectroscopy (RIMS). By installing a gas-jet target and RIMS-spectrometer at the 'CRYRING' we obtain a unique combination of high ion beam quality and current and the cold highdensity target. This will allow us to extend the detailed studies of higher-order collision processes to higher energies, where the reaction cross sections are smaller. Besides the main project I will be involved in lifetime measurements of the 1s2s 3s metastable state of He-like ions and investigation of multi-electron transfer processes slow collisions between highly charged ions and C60. Training content (objective, benefit and expected impact) From a basic science point of view I will gather experience in the field of ion-atom collisions, which is related to the electron ion collisions that I have investigated so far. Another aspect is of a technical nature: After working with electron coolers and an ebis storage-ring injector, the gas-jet target represents another storage-ring device for me to get acquainted with. Links with industry / industrial relevance (22)
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 2020 proposal for the project 'Validation of a conceptually new treatment for glioblastoma multiforme with an IP protected small molecule'.

assistant: **Objectives**

Glioblastoma multiforme (GBM) is the most aggressive form of brain cancer with marginal life expectancy even with the most aggressive available therapy. We have identified a previously unanticipated vulnerability of GSCs which when targeted, leads to a rapid and complete cell death of all tumor cells isolated from nine different patients diagnosed with GBM. The cellular mechanism has been identified and involves an increased vulnerability of GSCs to massive vacuolization which can be induced by a small molecule, termed Vacquinol-1. The vacuolization results from an induction of massive macropinocytosis leading to cytoplasmic membrane rupture and cell death. Vacquinol-1 reduces viability in vitro with approximately 70 times greater potency than current chemotherapy and efficiently and significantly reverses disease and prolongs survival in animal models of human GBM.  Vacquinol-1 is highly selective for glioblastoma cells and is not present in other examined cell types, including astrocytes from the brain. Vacquinol-1 has favorable pharmacokinetics, oral bioavailability and exhibits excellent overall preclinical characteristics. Synthetic chemical expansion of Vacquinol-1 reveals an exquisitely delicate structure activity relationship. IP protection has been filed. In order to be able to validate this discovery into an innovation and possible commercialization we need to: 1) Compare potency and efficacy with competing compounds in development stage. 2) Establish optimized dosage regimen from in vitro and in vivo cytotoxicity and brain exposure measurements. 3) Develop a GMP-compatible stereo-selective synthesis of an appropriate Vacquinol-1 isomer for amending composition of matter to patent and pre-GLP/GLP toxicological and phase I clinical trials. 4) Together with Karo
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 specific objectives and expected outcomes for 'The mechanisms of cardiovascular risks after low radiation doses' in the context of a Seventh Framework call.

assistant: **Objectives**

Recent epidemiologic evidence suggests that moderate and low radiation doses to the heart may result in a moderate, but significant increase in cardiovascular mortality. So far, the pathogenesis of radiation induced heart disease has not been studied in detail. Pathohistologic studies suggest that microvascular damage plays a crucial role in the development of radiation induced cardiovascular disease. In addition, radiation may increase atherosclerotic lesions in the coronary arteries. The aim of this collaborative research project is to elucidate the pathogenesis of early and late alteration in the microcirculation of the heart and of atherosclerotic lesions in arteries after exposure to low radiation doses in comparison to high radiation doses. A major goal will be the investigation of early molecular, proinflammatory and prothrombotic changes as well as perfusion alteration, cardiac cell integrity and immunologic influences. To achieve this goal, in vivo as well as ex vivo and in vitro studies will be performed. A central component of the project will be the local irradiation of the heart with subsequent isolation of cardiomyocytes and cardiac endothelial cells to provide all participating groups with the same biological material for further study. In addition, structural, morphological and molecular studies will be complemented by functional assays and imaging methods.
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 'FOod and nutritiOn Data-driven innovation respectful of citizen's Data SovereIgnTY' (FOODITY).

assistant: **Innovation**

The data economy holds great promises for making food systems more sustainable. Data collected in digital solutions in the  food and nutrition domain could be used by food producers, distributors, retailers to innovate towards more environmentally-friendly activities. However, the currently used platforms are closed, and do not allow citizens to exercise their rights to personal data sovereignty. Moreover the closed aspect of these platforms hinders the possibility to use these data for common good even if users gave their consent to share their anonymised personal data.It is time for Europe to ensure a healthy ecosystem of Digital Solutions for food and nutrition that respect citizens' right to personal data sovereignty. FOODITY will run a 2M€ pilot development program funding 12 Industry and research collaborations to develop pilots demonstrating the potential of data-driven innovations in health and nutrition, engaging citizens in their development. The pilots will demonstrate the potential of user’s personal data in health and nutrition solutions to contribute to more just and environmentally-friendly food systems, reaching over 200,000 citizens in our communication actions.The FOODITY Pilot development program we provide it's beneficiaries with a set of value adding services including one-to-one mentoring,  training on technical business and legal topics relevant, as well as technical support into assets to which  beneficiaries can use as building blocks the development of the pilots. FOODITY builds on the PROTEIN H2020 project will provide state-of-the-art tools and software components as building blocks for the development of personalised nutrition solutions, and the PoSeID-on H2020 project Provides a deployment-ready solution for trustworthy secure large-scale d
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 'Encapsulated catalysts in flow chemistry for continues chemical processes' (ENCATFLOW), addressing dissemination and exploitation.

assistant: **Impact**

Improvements in both the economic effectiveness and environmental impacts to the fine chemical industry are necessary to maintain European competitiveness and reduce the global environmental cost of these products. Both of these goals can be accomplished by making existing processes more efficient. Catalysts facilitate the development of efficient chemical processes and are required for the sophisticated transformations used to produce high valued pharmaceutical and fragrance products. A process using catalysis requires significantly less energy, reactor volume, input feedstock and solvents in order to produce a desired material. However, the application of homogeneous catalysts for sophisticated transformations requires separating the product from the catalyst. Many separation processes are destructive to the catalytic material leading to limited use, driving the cost of the catalyst and the subsequent fine chemical processes. This separation limits reactor design to batch reactors, which are less efficient in terms of energy and solvents than flow type reactors. The EnCatFlow project will utilize encapsulated catalysts in a flow membrane reactor. This would uniquely offer both catalyst protection and recyclability in a flow reactor format unlike any currently developing technologies, allowing the development of novel commercially competing processes. Our team includes two industrial partners that have expertise in flow chemistry, catalyst development, and an expert from the Energy Research Centre of the Netherlands, next to the PI and the technical researcher. A envisioned process is discussed with PWF as the end-user. The final goal is to develop commercially competing processes and to start a spin off company to commercialise the technology.
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 'Immature mating as a novel tactic of an invasive widow spider' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

Female widow spiders are frequently cannibalistic, but males of the invasive brown widow spider Latrodectus geometricus can avoid being eaten by mating with immature females that never attack their mating partners. Although immature females are generally assumed unable to mate due to the lack of developed external genitalia, in this species they readily mate and produce offspring at maturity. Nevertheless, despite the benefits arising from immature mating, males consistently prefer to mate with adult, cannibalistic females. Sexual cannibalism is generally considered detrimental for the male, but in L. geometricus it represents a male adaptive strategy which brings advantages in terms of lower female propensity to re-mate. Therefore, its lack in immature mating may come at cost of paternity loss due to female re-mating. I suggests a trade-off between mating rate and reproductive assurance. In the proposed project, I will test the hypothesis that immature mating is costly for the male. I will investigate the mechanism of immature mating as well as ultimate fitness consequences for the male in terms of paternity. I will use a multidisciplinary approach, combining state-of-the-art behavioural, morphological and molecular methods. Utilizing the expertise and infrastructure in two excellent institutions: University of Greifswald and University of Toronto, I will enhance international collaboration and knowledge transfer among research teams. At the University of Greifswald, mating systems are studied by a combination of behavioural and morphological approaches. Using advanced tools to study and visualize internal structures crucial for understanding reproductive biology, I will characterize the morphological mechanisms and structures associated with immature mating. At the Un
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 'Development of an optimized integrated thin film silicon solar module (DOIT)' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

This project aims at the development of an innovative silicon thin film solar module, exhibiting a stabilised active area efficiency of 11% on a substrate size of 30x30 cm2. The device consists of an amorphous silicon/microcrystalline silicon tandem solar cell (micro morph cell) prepared on a low cost TCO coated glass substrate. In view of industrial production, a deposition rate of at least 4 angstrom/s will be achieved for the intrinsic layer of the µc-Si:H bottom cell. Besides the scale-up of state-of-the-art small area micro morph cells prepared by Very High Frequency Glow Discharge, an alternative approach will be followed using lower excitation frequencies, which are more compatible with current a-Si:H production technology. The developments include the module fabrication technology and efficient light trapping schemes. Appropriate characterisation techniques and implementation of advanced plasma control tools will ensure a successful scale-up.