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 'Functional Renormalization - from quantum gravity and dark energy to ultracold atoms and condensed matter' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Functional Renormalization provides a bridge from fundamentalmicrophysical laws to macroscopic complexity and observations. Actinglike a ""theoretical microscope"" with variable resolution, it includes ina stepwise procedure the fluctuation effects which are responsible forthe emergence of complexity. It describes macroscopic phenomena that are notdirectly visible on the microscopic level as order, phase transitions andspontaneous symmetry breaking , and is flexible enough to accommodate thechange of effective degrees of freedom and associated effective laws. Thelaws of Nature become dependent on the length scale.We propose to develop non-perturbative flow equations into a precision toolfor the understanding of many body physics, that can be tested by experimentswith ultracold atoms.Fundamental questions as a formulation of quantum gravity as anon-perturbatively renormalizable quantum field theory, the emergence offundamental length scales or the origin of dark energy will be tackledwith this method.We also will address specific applications as the non-linear growth ofstructure in cosmology or the phase diagram of models for stronglycorrelated electrons.""
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 'European Raw Materials Academy - Equipping Europe's Raw Materials Sector with the Skills for Tomorrow's Challenges' to be submitted under Horizon Europe.

assistant: **Abstract**

The European Raw Materials Academy (ERMAcademy) is a transformative initiative addressing the critical skills gap in the EU raw materials sector. Its mission is to provide European industry with required skills for today and tomorrow needs of its enhanced capacities covering the entire raw materials value chain, including SMEs. Also, ERMAcademy aims to empower the workforce, in particular workers and competent public authorities in Europe, to drive green and digital transitions through a comprehensive, industry-aligned education and training ecosystem. Utilizing advanced technologies like AI-driven skills analytics and a cutting-edge virtual learning environment, ERMAcademy focuses on offering competitive learning programmes to address skills, sustainability, and strategic autonomy in response to changing labour market conditions.The ERMAcademy offers advanced certification programs, personalized learning journeys, and workforce intelligence tools tailored to professionals, SMEs, and large organisations in the raw materials value chain. By addressing the lack of upskilling opportunities, especially for SMEs, it provides an accessible portfolio of industry-relevant courses while engaging stakeholders—industry professionals, academic institutions, policymakers, and the public—to drive awareness and adoption.Aiming to establish itself as the ""Skills Hub"" in the sector, ERMAcademy’s scalable and user-friendly platform facilitates continuous learning and growth. As a self-sustaining institution, it aspires to become Europe’s premier hub for upskilling and reskilling in raw materials, driving sustainable economic growth, strategic resource management, and Europe’s leadership in global clean technologies.""


**Keywords:** Skills, Skills gap, digital, raw materials, supply 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 'Remote area Access Network for 5th GEneration' (5GRANGE) targeting Horizon 2020.

assistant: **Abstract**

5G is considered the next revolution in communication. Several researches focus efforts in tackling challenges for enhancing data rate, reducing latency, improving connectivity and reducing consumption. However there is one relevant mode that has not been strongly supported by the research efforts, which is Internet access for remote areas. As of today, we estimate 1.4 billion of unconnected people live in areas where mobile broadband coverage is not available, showing the immense impact of a network that can deliver high quality Internet access in remote areas. It is clear that a sustainable rural service will not be available unless network deployments and business strategies are specifically tailored to this scenario. Integrating state-of-the-art in mobile communication with business concepts of sharing economy would allow any local entrepreneur to become a profitable mobile rural infrastructure operator with extremely capillary commercialization and operating capabilities. The goal of 5G-RANGE is surpass the limitations of current technologies, making the coverage of low populate areas a feasible business. We aim for a cell radius above 50 km with at least 100 Mbps at the edge, employing both licensed and unlicensed frequencies, while cognitive radio techniques will be used to protect incumbents. Clearly, this new 5G mode needs to be flexible to comply with different applications and services. The current standards cannot use spectral wholes and have limited spectrum mobility. A new waveform needs to be considered and the mechanisms in the MAC and Network layers must take advantage of the features of this waveform in order to provide the desirable dynamic and fragmented spectrum allocation. The combination of an innovative PHY and a cognitive MAC will result in a 5G
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 'DIGITAL SOLUTIONS FOR ACCELERATED BATTERY TESTING' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

The current paradigm for battery testing is fragmented, time-consuming, and expensive. To fully characterize the performance of a battery cell requires a wide variety of both destructive and non-destructive tests, some of which can last for months or years. A new paradigm for battery testing is needed that takes full advantage of the latest advances in automation, data science, and modelling to bring battery development firmly into the digital era. DigiBatt will slingshot the European battery industry forward by developing novel digital approaches to extract more value from fewer tests. This will save valuable time and resources in a highly competitive industry. DigiBatt has assembled a consortium representing some of the world's leading battery research institutions, Gigafactories, and integrators, and will apply recent advances in autonomous battery testing, model-based simulation, and data-driven semantics to promote digital battery testing from TRL 4 to TRL 6.


**Keywords:** Battery, Battery testing, Digitalisation, Digital twin, FAIR 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: Write clear, measurable objectives and define the scope for the project 'Incorporation of Thermoelectric Generator into Advanced Glazing Systems and Vacuum Glazing Systems' (2014-2020) under Horizon 2020.

assistant: **Objectives**

Glass and glazing tends to be regarded as a passive material that has little use other than lighting and appearance, however, it has been established that properly formulated glazing components can have a dramatic impact on the overall energy use in buildings. The development of sound theoretical models and the demonstration of the Thermoelectric Generator (TEG) suggest that the next energy breakthrough in glazing and windows will be to convert sunlight falling on the glazing (which results in a temperature gradient within/across the glazing) into significant amounts of electricity for use in that building or for re-circulation to the grid. Therefore, complex and interlocking issues that need to be solved include:• A continued improvement in glazing that will maximize thermal gradient across the integrated TEG but maintain the primary function as light providers.• The need for new TEG materials that can maximise the conversion of full spectrum incident sunlight into usable current.• The 'extraction' and use of the power generated and the technical issues associated with returning it to the grid.• The public policy and new business models required to turn a successful technical prototype into a commercial reality.My research programme based on training at Lawrence Berkeley Lab, USA, Dublin Institute of Technology, Ireland and Coventry University, UK will directly address each of these problems in an integrated and holistic fashion.


**Keywords:** Thermoelectric generator, advanced glazing, vacuum glazing, electrochromic vacuum glazing,  triple vacuum glazing, communication control module
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 'Reshaping the Asset Management Industry by commercialising the first digital solution to automate preparation of legal agreements that will increase the growth of registered funds on global markets.' under Horizon 2020.

assistant: **Concept**

Today the Investment Fund Industry uses paper based agreements which leads to inefficiencies, errors, increased risk and inability to open new markets for selling funds globally. Asset Managers by using spreadsheets and document assembly tools (e.g. HotDocs, Exari) made poor attempts to transform paper based chaos into even bigger electronic chaos and without meaningful disruption of current Contract Lifecycle Process. Requirements under the recent regulatory agenda (MiFID II in EU, RDR in UK, Dodd-Frank Act in USA) reinforce the need of disruptive and digital technologies to stay competitive in the new investorship environment. Metrosoft aims for revolutionizing the way the agreements are made and managed by delivering software solution to create data driven legal agreements. Fundsphere Terms is a unique platform that is used to create, manage and exchange legal agreements covering terms of doing business between Sell Side and Buy Side at any point of sales channel in the Investment Fund Industry; in a structured database instead of in document creation and management solution. We want to bring it directly to the global markets with its financial centres, as industry players operate indeed globally. The need for Fundsphere Terms was confirmed by key finance firms (including Schroders that participates in validation trails) during 2 biggest sectorial conferences in Luxembourg and Hong Kong (ALFI, ITAS) and Key Opinion Leaders who are strong supporters of industry dematerialisation.To fully exploit this EU-based technology, we will drive growth through B2B model and market the top 400 Assets Managers that are decision makers and influencers in the industry. Later growth will be the “snow ball” effect (counterparties of Assets Managers). By bringing Fundsphere Terms into
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 'GAlileo-Glonass Advanced Receiver INtegration' (GAGARIN), addressing dissemination and exploitation.

assistant: **Impact**

The GAGARIN project is about the development of a GNSS receiver for aeronautical applications in the Russian Federation. This project proposes to develop a GALILEO/GLONASS integrated capability in the GNSS receiver for aeronautic applications through an industrial cooperation between major receiver and antenna suppliers in Europe (respectively THALES and ERA) and in Russia (NAVIS), supported by key aeronautical Research Laboratory in Europe (DLR) and in Russia (FGUP GosNII Aeronavigatsia). In the context of the currently existing GPS/GLONASS solutions, this dual GALILEO/GLONASS capability is necessary to consolidate adoption of GALILEO by aviation in the Russian regions. The project will contribute to the development of standardized worldwide GNSS solutions including GALILEO in the pre-existing GPS and GLONASS solutions, and is paving the way to closer industrial and economical cooperation between Russia and Europe.
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 'Faster Upcoming Technology Uptake Relevant for the Environment in FOOds Drying' to be submitted under Horizon 2020.

assistant: **Abstract**

Future Food aims at demonstration and first market application of an eco-innovative solution for sustainable food drying. The process makes use of high pressure CO2 technology as drying medium which enables efficient drying at close-to-ambient temperatures in absence of oxygen. Research and development studies have shown it feasibility of being an ecological and economical alternative to freeze-drying, for products categories vegetables and fruits, specialty ingredients such as proteins and biopolymers. Besides good preservation of a food quality, microbial inactivation occurs in situ which attributes to ensuring food safety. The main objectives are: (i) minimize risks that could prevent CO2 drying to enter the market and (ii) to demonstrate its market replication potential via a first application to the market. The base of the project is to provide on the one hand prototyped products and on the other prototyped process extensions that will increase the market potential. Prototyping processing elements will demonstrate the energy reduction of the process and the full width of applications at a pilot scale. By preparing three product prototypes the aim is to demonstrate the full potential of this technology to the industry at a foodgrade level, resulting in validation of the process.On the basis of the prototype assessments, in close conjunction with industrial (SME) parties, the process will be certified, (economically) validated and demonstrated to the industry. The final step is demonstrating the process in a near-operational environment to identify all the benefits for consumer and the food chain. By doing so, the drying process will evolve from a TRL 4-5 to a TRL 8. By intensive dissemination to increase visibility, the technology will disseminated to SME’s in Europ
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 'Immersive audiogames for the Blind and Visually Impaired people' (2014-2020).

assistant: **Concept**

Blind and visually impaired people encounter limited access to highly visualized games and social media platforms. Related to gaming, the demand created by 20 million B&VI with access to mobile devices is much higher than the offer. The market is a niche, but very open, and it has a huge potential. The size of the market and the market potential has been verified with our own survey on mobile gaming habits among blind people. TAM, SAM and SOM are 20, 10, and 2 million customers respectively. Our innovation is based on two ground-breaking ideas; first, our most important audio expert is blind and he has an exceptionally good hearing sense to determine how truthful the audio experience is. Second, we have created our own game engine, IMAGE (Immersive Audio Game Engine), which is a cost-effective solution for fast and cheap audiogame production. IMAGE allows us to develop and implement our games twice faster than with traditional game engines. Our potential is based on these innovative actions, and on how we work as a team applying agile methods. Our ambition is to become a highly scalable and profitable company. Three types of games will be launched in 2019. TRL is currently 8. Monetization strategy is based on selling games, and provide in-app purchases within the games. At the same time, we want to help to improve the quality of life and well-being of our clients, i.e. the blind. Our proposal has a great social impact and it agrees well with current trends related to inclusion in the European Union. Our proposal relates to the SME instrument phase 1, because we are an innovative and high-flying SME with global ambition, who need funding to scale our idea. We know who our clients are, and now we need to execute the already designed go-to-market strategy. The aim of the f
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 'The evolution of barriers to gene exchange' (BARRIERS), addressing dissemination and exploitation.

assistant: **Impact**

Speciation is a central process in evolution that involves the origin of barriers to gene flow between populations. Species are typically isolated by several barriers and assembly of multiple barriers separating the same populations seems to be critical to the evolution of strong reproductive isolation. Barriers resulting from direct selection can become coincident through a process of coupling while reinforcement can add barrier traits that are not under direct selection. In the presence of gene flow, these processes are opposed by recombination. While recent research using the latest sequencing technologies has provided much increased knowledge of patterns of differentiation and the genetic basis of local adaptation, it has so far added little to understanding of the coupling and reinforcement processes. In this project, I will focus on the accumulation of barriers to gene exchange and the processes underlying increasing reproductive isolation. I will use the power of natural contact zones, combined with novel manipulative experiments, to separate the processes that underlie patterns of differentiation and introgression. The Littorina saxatilis model system allows me to do this with both local replication and a contrast between distinct spatial contexts on a larger geographic scale. I will use modelling to determine how processes interact and to investigate the conditions most likely to promote coupling and reinforcement. Overall, the project will provide major new insights into the speciation process, particularly revealing the requirements for progress towards complete reproductive isolation.


**Keywords:** speciation, local adaptation
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 'Learning under Conflict: Effects of political violence on the educational attainment of Palestinian students in the West Bank' under Horizon 2020.

assistant: **Concept**

This project aims to examine the causal effect of the Israeli-Palestinian conflict on the achievements of Palestinian high school students in their final exams that conclude the high school degree between the years 1998-2012, and the mechanism behind it. The analysis in the project will rely on a unique data source, which will ensure a relatively clean identification of the effects of conflict on Palestinian students' achievements. Data on students' achievements and schools include unique data on the individual test scores in all subjects at the Palestinian high school final exam (the Tawjihi General Examination) for the whole population of Palestinian students enrolled in their final year of the Arts and the Scientific curricula, and information on the characteristics of all high schools in the West Bank, including unique data on the teachers. The custom-made data on political violence will be comprised of datasets stemming from different sources. The first source is Geographic Information System (GIS) data on various types of conflict-induced restrictions to mobility, including check-points, and roadblocks, within the West Bank, which enable a calculation of the gap of distance and time between individual’s locality of residence and locality of school, with and without the presence of Israeli physical barriers to movement. The second source is conflict-related Palestinian fatalities and prisoners. The importance of this study derives from the notion that academic achievement is strongly associated with future income earning, mediated by university entrance as determined by high school final exam performance. Moreover, learning about the effects of conflict on high school achievements is crucial to better understand the impact of a violent conflict on the development p