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: Draft the 'Objectives and Scope' section of a Horizon Europe proposal for the project 'Optimized Real-time maritime Border Surveillance with Intelligent satellite-drone Systems'.

assistant: **Objectives**

ORBIS aims to deliver a market-fit AI-powered mature and cost-effective solution that integrates constellations of satellites with autonomous unmanned aerial vehicles (UAVs) to achieve advanced secure real-time surveillance and fast search and rescue over vast maritime areas where illegal migrant activity could take place. To achieve that, ORBIS’ SMEs will collaborate closely to go beyond the current boundaries of knowledge and technology by: (i) integrating Synthetic Aperture Radar (SAR) satellites, optical Very High Resolution (VHR) satellites, and thermal infrared sources to achieve a continuous, high-accuracy monitoring system; (ii) leveraging advanced autonomous cost-effective UAVs and push their limits in terms of autonomy and sensing to support maritime border management applications, able to deal with extreme and diverse weather and sea conditions; (iii) exploiting cutting-edge Machine Learning (ML) models to anticipate potential threats in high-risk zones and optimise the surveillance UAV flight plans, making the most out of available flight time and sea area coverage; and (iv) fusing effectively the massive multi-modal data gathered during operation and train distributed ML models for real-time decision making that will ensure faster search and rescue of migration incidents. ORBIS will address early on key market, regulatory, ethical and security requirements towards accelerating access to the civil security market, while engaging with other EU SMEs and key market actors, following a clear innovation management strategy. Finally, ORBIS will document best practices and lessons learnt in clear replicable steps, acting as a successful case study that paves the way for others small innovators to in their go-to-market strategy. Regulatory and policy recommendations
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 'Training network on reactive geological systems from the mantle to the abyssal sub-seafloor', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

ABYSS is a training and career development platform for young scientists in Geodynamics, Mineralogy, Hydrodynamics, Thermodynamics and (Bio-)Geochemistry focusing on mid-ocean ridge processes and their environmental and economic impacts. It brings together 10 European research groups internationally recognized for their excellence in complementary disciplines and 4 Associated Partners from the Private Sector. ABYSS will provide training for 12 Early Stage Researchers and 3 Experienced Researchers through a structured and extensive program of collaboration, training and student exchange. ABYSS aims at developing the scientific skills and multi-disciplinary approaches to make significant advances in the understanding of the coupled tectonic, magmatic, hydrothermal and (bio-)geochemical mechanisms that control the structure and composition of the oceanic lithosphere and the microbial habitats it provides. An improved understanding of these complex processes is critical to assess the resource potential of the deep-sea. ABYSS will specifically explore processes with implications for economy and policy-making such as carbonation (CO2 storage), hydrogen production (energy generation) and the formation of ore-deposits. ABYSS will also emphasize the importance of interfacial processes between the deep Earth and its outer envelopes, including microbial ecosystems with relevance to deep carbon cycling and life growth on the Primitive Earth. The ABYSS training and outreach programme is set up to promote synergies between research and industry, general public and policy makers. The main outcome of ABYSS will be twofold (i) develop a perennial network of young scientists, sharing a common technical and scientific culture for bridging the gaps in process understanding and make possibl
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 'Measurement of vertical crustal motion in Europe by vlbi' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

The training scheme will be implemented chiefly through temporary employment of visiting young post-doctoral researchers from the the Earth's surface by measuring the vertical position differences between distant points with very high accuracy at regular intervals of time. The participating countries, but we also plan to recruit students in their final years on part-time basis in order to stimulate the interest of young project is a continuation and expansion of an initial proposal under the talents in the new developments in geoscience, and Science Program, in which a European network of six radio telescopes has been organised to use the geodetic VLBI-technique information/communication technology. (Very-Long-Baseline-Interferometry) in regular campaigns for measuring horizontal crustal motion. Although horizontal motion has been successfully detected already, the determination of vertical motion has proved to be much more difficult due to the influence of systematic errors. Together with the existing data from the initial phase, this project will achieve a total observation time series of little less than 10 years. With a refined modelling of the atmospheric effects this longer data set should yield a significance for vertical motions on the order of a few millimetres per year. The data set will be of high significance for the monitoring of land uplift and subsidence, sea level changes, glaciology and other vertical motion applications. The results will contribute to the evaluation of global climatic changes and other environmental effects.
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 from animals how to regenerate: multidisciplinary training programme in regenerative biology' under Horizon Europe.

assistant: **Concept**

The REGENERATE-IT Network brings together a full spectrum of disciplines – from fundamental to applied research – to train the next generation of researchers in regenerative biology and adjacent fields. While the natural regenerative ability of humans is limited, some animals have remarkable regenerative capacity. For example, planarian flatworms can restore all body parts from small pieces of tissue, salamanders can grow back lost limbs and repair damaged eyes, and zebrafish can regenerate their heart and fins. By identifying the common biological principles underlying the regenerative processes in these different animal models, we can learn a great deal on how to improve regenerative interventions in humans. Currently, regenerative animal models are studied in isolation, preventing the discovery of such shared mechanisms, and the REGENERATE-IT Network fills this gap. ESRs trained by REGENERATE-IT will obtain a broad and unique understanding of the fundamentals of regenerative biology and of the needs of research in regenerative medicine. The REGENERATE-IT Network therefore includes scientists working on regenerative model organisms such as flatworms, cnidarians, crustaceans, amphibians and zebrafish; stem cell scientists working on mouse and human models; scientists with impressive track records in translational research and experience with clinical trials; and experts in key technologies such as genomics, single cell sequencing, imaging and drug screening. REGENERATE-IT will train 10 ESRs and 1 associated doctoral researcher through research, secondments to other laboratories, consortium meetings, and workshops covering a wide range of topics. In addition to consolidating European strengths in regenerative biology, and training a cohort of next-generation scientists
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 'EuroDRG – Diagnosis-Related Groups in Europe: towards Efficiency and Quality', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Payment systems are fundamental to any health care system, introducing powerful incentives and fierce technical design complexities. DRG-systems aim at fairly assessing the costs of patient treatment, taking into account measurable patient characteristics such as diagnosis or comorbidity – but to a varying degree also interventions chosen. Using a representative sample of inpatient data on 10-12 “care episodes” (representing different medical specialties, diagnostic/ therapeutic procedures, usage of innovative devices & drugs) from hospitals in 10 EU countries (AUT, ENG, EST, FIN, FRA, GER, NET, POL, SPA, SWE), the EuroDRG Project aims at studying the importance of structural factors such as wage levels vis-à-vis established patient variables and “medical decision variables” (procedures or using new and emerging technologies) to explain variation in costs within and between European countries. This will allow fair efficiency comparisons among EU hospitals to ensure that DRG-systems provide the intended incentives. A second objective is to investigate the role the quality of care plays to explain costs, an area with practically no European studies but potentially important policy implications. To achieve its objectives, the project is organised in phases: 1. Analysis of national DRG-systems and development of a methodology for trans-national analysis; 2. Trans-national DRG issues - hospital cost functions, efficiency and quality; 3. Translation into practice, synthesis and recommendation. To achieve a high scientific quality and a high policy impact, the strategy involves (based on the successful FP6 HealthBASKET project): encouraging partners to publish in peer-reviewed journals; using excellent links to major international organisations; establishing an EU-wide hospita
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 'High Performance, Edge And Cloud computing'.

assistant: **Innovation**

The objective of HiPEAC is to stimulate and reinforce the development of the dynamic European computing ecosystem that supports the digital transformation of Europe. It does so by guiding the future research and innovation of key digital, enabling, and emerging technologies, sectors, and value chains.  The longer term goal is to strengthen European leadership in the global data economy and to accelerate and steer the digital and green transitions through human-centred technologies and innovations. This will be achieved via mobilising and connecting European partnerships and stakeholders to be involved in the research, innovation and development of computing and systems technologies. They will provide roadmaps supporting the creation of next-generation computing technologies, infrastructures, and service platforms.The key aim is to support and contribute to rapid technological development, market uptake and digital autonomy for Europe in advanced digital technology (hardware and software) and applications across the whole European digital value chain. HiPEAC will do this by connecting and upscaling existing initiatives and efforts, by involving the key stakeholders, and by improving the conditions for large-scale market deployment. The next-generation computing and systems technologies and applications developed will increase European autonomy in the data economy. This is required to support future hyper-distributed applications and provide new opportunities for further disruptive digital transformation of the economy and society, new business models, economic growth, and job creation.The HiPEAC CSA proposal directly addresses the research, innovation, and development of next generation computing and systems technologies and applications. The overall goal is to support t
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 'The European IoT HUb - Growing a sustainable and comprehensive ecosystem for Next Generation Internet of Things' (EU-IoT).

assistant: **Concept**

EU-IoT will act as an accelerator for the whole European IoT ecosystem towards transforming the current IoT community of researchers and innovators in Europe into an increasingly cohesive, dynamic, participatory and sustainable ecosystem, as an essential part of the Next Generation Internet initiative. It will intervene to assist stakeholders to engage and create value, as well as set up a self-sustaining European IoT community.This requires tackling a number of challenges related to the complex interplay among stakeholders and the many relevant initiatives. The overarching need is the consolidation of fragmented IoT verticals and the still disconnected research and technology domains. To this purpose, EU-IoT set up a strong consortium and plan of action for the establishment of an open and inclusive ecosystem facilitating interactions of all players, know-how exchange, creation of strategic partnerships and durable liaisons. Agility of planning and action is paramount to meet the demand and needs of an ecosystem that is in continuous transformation.EU-IoT will a) help to create a common strategy aligned with the NGI vision to achieve the H2020 goals, while supporting the transition to Horizon Europe; b) foster synergies, liaisons and exchange among all key players in the European landscape; c) support and coordinate outreach and impact creation activities of upcoming ICT-56 projects and Large Scale Pilots; d) pave the way for the development of business models, innovation activities and skills building that lower adoption and deployment barriers for IoT solutions; e) provide a collaborative framework, including content, tools and processes, to engage all EU researchers, developers, integrators and users, thus overcoming fragmentation and assisting further development 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 clear, measurable objectives and define the scope for the project 'Hyaluronan-rich matrices crosslinked with collagen-like peptides for 3D culture of ovarian cancer cells' (MHAtriCell) under Horizon 2020.

assistant: **Objectives**

In recent years creation of artificial matrices from relatively simple biomaterials that can support tumour growth in 3D is becoming an increasingly popular platform for recreating the tumour microenvironment (TME) in vitro since 3D cell culture models can more realistically reflect the in vivo TME compared with 2D monolayer cultures. In this project, we will design and fabricate novel hydrogel matrices comprising of hyaluronan crosslinked with collagen-like triple helical peptide amphiphiles (PAs). The novel HA-PA matrix will contain built-in cell adhesion sequence, HA-binding motif and matrix metalloproteinase (MMP) cleavable sequences. We will characterise these 3D hydrogel matrices to support the encapsulation and culture of ovarian cancer cells. The MMP-assisted hydrogel degradation, migration and invasion of ovarian cancer will be studied on these models using advanced electron microscopic techniques and enzyme assays. In the final phase of our study we will characterise the inhibitory potency of a highly potent and selector inhibitor of MMP-2 and MMP-9 on this system. The findings from this study will have direct implications in understanding the mechanisms associated with ovarian cancer dissemination and the newly developed hydrogel matrix can find further use as a novel biomaterial in tissue engineering and as a 3D cell culture model in cancer drug discovery and delivery.
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 'Hybrid geophysical technology for the evaluation of insidious contaminated areas' (HYGEIA) under Fifth Framework.

assistant: **Objectives**

The project focusses on development, test and application of instruments, technology and software for high-resolution study of brown fields (contaminated and waste disposal) sites. Effective, safe and low-cost methods include geophysical techniques (GPR, EM, Resistivny, Multi-Component Seismics), sampling and laboratory analysis to calibrate geophysical data. Definition of guidelines and conditions for effective use of proposed technology and evaluation of applicability and costs are additional deliverables. End-user partners (EUP) will apply technology at selected sites characterized by different typologies of contamination or past use of land and will verify it through results of surveys carried out in this programme. EUP will also examine cost reduction of proposed technology in reconstructing 3-D subsurface model of use in planning site remediation. The research will further focus on imaging aquifers and their connections with nearby brown fields or industrial sites.
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 'Welfare-seekers or humanitarian refugees? Immigration and residece in the E.U. for humanitarian and medical reasons: rights, policies, and amp; lived realities.' in the context of a Sixth Framework call.

assistant: **Objectives**

The issue of so-called and apos; welfare seekers and apos; - individual immigrants and families who seek access to E.U. countries or apply for a delay of departure or a temporary or a permanent residence status in a member state, such as families with seriously ill or handicapped children or persons who need and look for accurate and accessible medical treatment, medication and health care (f.e.HIV, hepatitis, diabetes, ...) - will probably become a more prominent and challenging issue in Europe.Humanitarian and regularisation measures are often neglected in research and policy-making as significant ways for immigrants, and immigrant women in particular, to obtain a long-term stay. While there may be some agreement about the need of asylum and immigration policies to be more human, what this exactly means or what to be considered as compelling humanitarian reasons or serious medical reasons to authorise a long-term stay is not clear. A common or coordinated approach between individual EU Member States is lacking. Debates and tendencies to enlarge the human rights domain, incorporating more basic rights and quality of life dimensions do not readily translate into asylum and immigration policies and practices. Complex ethical issues also arise concerning t he deontological obligations of health care professionals, whereas the increasing pressure on public spending for medical services further complicates the policy issue.The main questions of this research are: what are and should be considered humanitarian and medical reasons; how and who is to be advice or to decide and on what basis; is it possible to develop a more coherent principled framework for judging particular cases; what are the current rules and practices in European Member States and how do they accord with
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'Cache-aided Folding for Reducing VoD Loads in Networks'.

assistant: **Concept**

Communicating video-on-demand (VoD) over various networks is very costly. VoD drives up the costs for purchasing bandwidth and overprovisioning infrastructures, as well as the costs to content providers (Netflix, Amazon, etc.) that must pay large fees to network operators to deliver content to their clients. To reduce the massive VoD fees, networks employ caches. Our findings in our ERC project DUALITY reveal a new method of exploiting caches that boosts the performance of various networks. We wish to explore the practical ramifications of these findings in practical networks. This project will explore the algorithmic and testing work needed to render these ideas practical.