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: Explain the overall concept, methodology and approach for the project 'Oxygen, telomeres and sex: experimental elucidation of oxidative stress effects in life history evolution' (UnravelOxStress).

assistant: **Concept**

Oxidative stress -the imbalance between antioxidants and reactive oxygen species (ROS) generated during aerobic respiration- has often been hypothesized to play a central role in disease and life history evolution, including ageing. However, whether oxidative stress modulates patterns of growth, reproduction and survival is still an enigma, largely because the high reactivity of ROS makes oxidative stress difficult to measure.  In addition to this, the experimental manipulation of oxidative stress levels without toxic side-effects has also proven difficult. I propose to elucidate oxidative stress effects on (cellular) ageing and key fitness components using a novel non-invasive experimental approach that bypasses side effects of pharmacological approaches. To this end, I will expose birds to hyperoxic air, which is known to increase oxidative stress. This will be combined with alleviation of oxidative stress through the administration of antioxidants in a 2x2 design, to verify that the observed effects of hyperoxia can be attributed to oxidative stress. First, I will test the effect of both interventions on sexual ornamentation, sperm quality and future reproduction using captive adult zebra finches. Second, by applying the same 2x2 design to nestlings I will test how oxidative stress affects future reproduction and cellular ageing (telomere attrition). The latter aims to resolve the long-standing question whether the effect of oxidative stress in vitro is also observed in vivo, at physiological oxidative stress levels. In this way, this Action will shed light on the conundrum of the roles of oxidative stress in life history evolution and telomere dynamics. Moreover, through mutual knowledge transfer and the extension of my scientific network (both in the host instituti
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 Europe proposal for the project 'Eastern Central Europe’s earliest shelters'.

assistant: **Objectives**

From penthouses to igloos, homes are a cornerstone of human society, deeply entrenched in our evolutionary past. Their staggering array of architecture simultaneously shape and reflect our sociocultural traditions, structure our local economies, and have enabled us to inhabit all four corners of the earth. Yet surprisingly little is known about their earliest formsPalaeolithic shelters. This is because no systematic attempts have been made to target their early archaeological signatures. HOME will search for a diversity of Palaeolithic shelters during the Late Pleistocene through informed systematic surveys and excavations of archaeological sites in East-Central Europe, a place where early mammoth bone structures suggest precocious shelters, but where the record remains inconclusive. This projects goal is to uncover and assess a variety of Palaeolithic shelters with the aim to understand the diverse ways that humans lived and survived in some of the coldest, harshest climates. The objectives are to: (1) Recognize the factors that influence the location and design of forager shelters through a goal-directed study of ethnographic documentation. (2) Develop new geophysical methods to identify open-air shelter residues in large-scale archaeological surveys. (3) Determine how one of the earliest unambiguous built structures, a mammoth bone structure, was used with the latest techniques in archaeological science. (4) Compare and contrast how these open-air shelters relate to a regional cave occupation through targeted excavations. The results will elucidate how our ancestors adapted to past climate change and expanded into new biomes, ultimately leading to our ubiquitous population of the earth. In addition to its significance to archaeology and anthropology, the outcomes hav
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 'European Learning and Intelligent Systems Excellence', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

ELISE aims to make Europe competitive in AI through a network of excellence. The best European researchers in machine learning and AI have worked together to attract talent, to foster research through collaboration, and to inspire and be inspired by industry and society. While ELISE starts from machine learning as the current most prominent method of AI, the network invites in all ways of reasoning, considering all types of data, applicable for almost all sectors of science and industry. While being aware of data safety and security, and while striving to explainable and trustworthy outcomes we aim to create a force to Europe.ELISE will run a PhD student and a postdoc programme to attract and to educate world-class talents to Europe. It will operate a Fellows programme for groundbreaking research and high-profile workshops to develop AI methods applications further. Industry involvement is guaranteed by the many connections members of ELISE have with industry, on average one for every member and one start-up for every second member of ELISE. ELISE will demonstrate a fraction of their research in use cases to be implemented in AI4EU and the SME’s of Europe. Additional impact will be created to SME’s through open calls. The current practice of ELISE members of spin-off research in SME’s once a break-through is achieved will be stimulated through incubators. The current practice of participating in dissemination and debate that many members of ELISE are used to will be continued to develop a mature acceptance of AI throughout Europe for the benefit of all and in cooperation with all.ELISE is built on 105 organisations in total, in which the 202 core contributors have actively indicated they will help build and profit from the networks of PhD-students and scholars. ELISE in
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 'A New Generation of Augmented Reality Smart Glasses' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

At Youbiquo, we are launching Hologlass, a new generation of Augmented Reality smart glasses to several B2B enterprise markets. Since our inception, we have been working on creating AR smart glasses to assist and support maintenance and logistics technicians in their work as well as museums in providing an immersive visitor experience. Industrial technicians who work on assembling, testing and maintaining equipment cannot work handsfree as they need to consult manuals, call experts and make photos. To help them boost their productivity, safety and efficiency, smart glasses are expected to be sold - we have a serviceable available market of €1.4bn by 2022. Whilst our competition is focusing on the smart glass consumer market and just started targeting the enterprise market, we have been working on smart glasses for the workforce for the past four years. We have the potential to be the one European SME to become a relevant player in the AR smart glasses arena.Our technology stands out due to the thin lightweight lens that is half as thick as our best competitors’ that allows for a wider field of vision. Our technology can be bought off-the-shelf or be customized. To capture the 3D element, we only need one single camera – as opposed to our competition that needs two – because we capture the 3D dimension through hand movement tracking. The Phase 1 funding will help us fund the feasibility activities to prepare for a Phase 2 project when we will boost our current TRL6 prototype to a final marketable product. We will continue with our customer development process and prepare to trial the production Phase 2 with several companies, some of which have already expressed their interest.Our company started by four professionals active in ICT, electronic and marketing sectors. Youn
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 'Automatic Hardware Generation Using the Stream Programming Paradigm' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

Electronic System Level (ESL) design is an emerging semiconductor design and verification methodology that focuses on higher levels of abstraction to describe the functionality of a platform system. Elevating the abstraction level closer to the application and away from the implementation details is becoming a vital step for rapid prototyping and productization of complex System on Chips (SoCs). The main promise of the ESL methodology is to enable the developers to focus on the important aspects of their application, and to open up platform design to software and algorithm developers that do not necessarily have hardware and architectural expertise. Unfortunately, the ESL vision remains unfulfilled mainly due to the lack of an acceptable abstraction layer among the researchers and the potential users of ESL tools. The lack of such a common language creates a lack of understanding between designers at different levels, unnecessary replication of tasks, potential for erroneous system functionality, and market fragmentation. We believe that a successful ESL abstraction should provide semantics to express “spatial computation” and should share a lot of common elements with parallel programming for multi-core or many-core engines. In this work, we introduce the stream programming paradigm as an ESL abstraction, and we propose the design and implementation of an ESL tool that generates synthesizable hardware based on this paradigm. The streaming programming paradigm is an emerging embedded domain in which an application can be viewed as a collection of independent kernel computations that communicate over explicit data channels.
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 Seventh Framework proposal on 'Comparative Pathways to Agriculture: the archaeobotany of parallel and divergent plant domestications across world regions'.

assistant: **Concept**

The ComPAg research program will produce the first global comparative synthesis of the convergent evolution of domesticated plants and early agricultural systems based primarily on empirical archaeobotanical data. We will produce ground-breaking data on the earliest crop packages across large parts of Eurasia and Africa, comparisons of the nature of early cultivation inferred from associated weed floras, quantified time series data on evolution of domestication traits for over 30 crops, including both primary and secondary domestications. This program will pursue primary archaeobotanical research in East and Southeast Asia, India, and parts of Africa, with synthesis of existing evidence from Southwest Asia and Europe. We aim to achieve a new framework for explaining the multiple routes from foraging to agriculture on a global scale. The origins of agriculture is widely regarded as the most significant ecological and economic change in the history of human populations, constituting the basis of a fundamental demographic transition towards higher and denser human populations. Plant cultivation is common to all instances of food production that supported sedentism, and thus the origins of crop agriculture is a core issue of socioeconomic evolution in long-term human history. This program will pursue cutting edge research to produce a new critical understanding  of early agricultural transformations.
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 'UCD ENERGY21 International Training and Career Development Fellowship Programme' (ENERGY21), addressing dissemination and exploitation.

assistant: **Impact**

University College Dublin (UCD) proposes a new Postdoctoral training and career development Fellowship Programme, ENERGY21. This programme will maximise the career development of the next generation of researchers in a range of energy-related fields that promise new and exciting opportunities.  The programme is characterised by transparency and openness in selecting excellent researchers, granting the fellows freedom to choose their research project, their outgoing host organisation and their Principal Investigator (PI) mentor. Guided by a personal career development plan, a one -to-one mentorship programme and reintegration opportunities, ENERGY21 provides a comprehensive programme of support for the fellows to embark on a lifetime scientific career, one that accommodates changing market needs and contributes to Europe’s competitiveness. The programme will enable a significant number of researchers to be trained to the highest international standards in a research field critical to the energy sector in Europe. This represents a material expansion in capacity in the field at a time of a crippling shortage of suitably qualified personnel. ENERGY21 will enhance and improve the internationalisation of the European energy research and development sector, support knowledge transfer, and strengthen partnerships between academic research and the private sector. ENERGY21 will offer 21 prestigious Fellowships for incoming (15) and reintegrating (6) researchers across the three calls. All Fellowships will include an outgoing phase.""
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 'Loneliness, Emotions, and Regulation: Understanding Institutions through Privacy' to be submitted under Horizon Europe.

assistant: **Abstract**

LONERS addresses the growing public health and security concern of loneliness, which often leads to feelings of isolation, anxiety and despair. As loneliness becomes more prevalent in modern society, its social and political implications expand. However, loneliness can also evoke positive emotions such as calm, self-reliance and empathy, highlighting the complexity of this emotional landscape. Understanding this spectrum of emotions is crucial for addressing loneliness effectively in both individual and societal contexts.LONERS examines the interplay between loneliness, privacy and emotion, with the goal of reconceptualizing how institutions recognize and meet the emotional needs of citizens. The project goes beyond traditional approaches to privacy in data protection and surveillance, identifying key moments where institutions can intervene to support individuals while respecting their privacy. By systematically exploring how personal emotional experiences of loneliness intersect with societal values, norms and expertise, LONERS aims to provide a conceptual framework to better follow the balance between regulating citizens’ well-being and respecting their privacy.Through an innovative, multi-method analysis—including life-story interviews, a discourse analysis of personal blogs and text-as-data-supported reviews of expert debates and policy discussions—LONERS will bring unique empirical insights about the diverse emotions associated with loneliness. By reframing the scholarly discourse, LONERS will conceptualise the critical role of emotions in shaping institutions. This work will contribute to broader debates about how public institutions navigate the balance between understanding and acting upon intimate information. This research will significantly advance our under
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 'HPC and Big Data Technologies for Global Challenges' under Horizon Europe.

assistant: **Concept**

Climate change has long since been an undeniable phenomenon observed up close at many places on Earth. Climate change influences our everyday life, and thus has also an increasing impact on our quality of life. One of the key reasons is the dynamic development of societies which for decades significantly impacts the natural environment. This can be dramatically experienced nowadays by violent weather phenomena (e.g. storms, rainfalls). These problems are addressed by Global Challenges (GC). GC requires interdisciplinary expertise, and demands for solutions at scale due to their inherent complexity. Thus, HiDALGO2 aims to explore synergies between modelling, data acquisition, simulation, data analysis and visualisation along with achieving better scalability on current and future HPC and AI infrastructures to deliver highly-scalable solutions that can effectively utilise pre-exascale systems. The project focuses on five use cases from the environmental area: improving air quality in urban agglomerations, energy efficiency of buildings, renewable energy sources, wildfires and meteo-hydrological forecasting. The common feature of the modelling of the above simulations is the use of numerical analysis of fluid flows by Computational Fluid Dynamics (CFD) method, which is typically very compute-intensive. HiDALGO2 puts high emphasis on issues related to the scalability of solutions, the best adaptation of the software to the infrastructure (co-design) by using the appropriate benchmarking methodology and algorithmic optimization methods. This enables the efficient use of top-notch HPC systems to simulate complex structures with much greater accuracy not achievable for calculations using Cloud solutions. The quality of our solutions is assessed by uncertainty analysis carried
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 'Determination of the milk fat content of mixed spreadable fats (SPREADS)' (SPREADS).

assistant: **Concept**

This proposal is aimed at developing, validating, ring testing and documenting a reference method for the determination of the milk fat content in spreadable fats. The target will be achieved by a stepwise approach. Firstly, the fatty acid and triglyceride composition of authentic milk fats from the Member States will be characterized by GLC, HPLC, FT-NIR and NMR spectroscopy. Compositional data will be compiled, and this database will be made available to the Community in electronic format (CD ROM). In the next step, data of non-milk fats suitable for manufacturing mixed spreads and fat blends with an exactly known composition will be added to the database. The information content of this database will then be used to set up calibration models by multivariate statistical procedures. The most promising approach, i.e. the one with the least deviation from known values, will be ring-tested according to AOAC principles.
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 'Towards good pharmacy practice in Thailand and Vietnam - a multi- intervention approach to rationalise drug use through private pharmacies' (1994-1998).

assistant: **Concept**

To analyse and compare the historical development of the regulatory system for private pharmacies and its implementation in Thailand and Vietnam;To develop evaluation tools to describe the situation of drug distribution practices (dispensing, prescribing, informing, advising and storage in private pharmacies);To analyse factors which may influence drug distribution practice such as government regulation and provider knowledge;To develop a conceptual framework on the basis of findings describing the inter-relationships between drug distribution practices and influencing factors in Thailand and Vietnam;To develop a context-specific multi-component intervention package including enforcement of regulation, education and peer-influence strategies;To evaluate the effectiveness of each intervention on drug distribution practice in private pharmacies through a randomised control trial (modified time-series design);To develop a comprehensive package of evaluation tools and context-specific interventions to be proposed to policy-makers in order to improve drug use in private pharmacies.Expected Outcome* The study will provide an analysis of drug distribution practices in private pharmacies in Thailand and Vietnam.* The study will evaluate the feasibility and effectiveness of a multi-component intervention on drug-distribution practices.* The intervention and monitoring instruments of GPP developed in this study will be adapted to the health services.* The results will provide policy-makers with a scientific basis for decisions relating to national drug-policy reform including privatisation of the drug-distribution system as part of the health sector reform.* The project will result in capacity building and research training which, will be useful for the development of GPP in the