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 'Concept and Approach' section for a Horizon Europe proposal on 'Bulgarian Robotics & AI Nexus - Where Human Ingenuity meets Artificial Intelligence'.

assistant: **Concept**

BRAIN++ will establish Bulgaria's first comprehensive AI Factory, creating a national hub for foundation model development, adaptation, and deployment while strengthening European digital sovereignty through indigenous AI capabilities. This coordinated initiative addresses critical gaps in Bulgaria's AI ecosystem by delivering five interconnected pillars: advanced computing infrastructure, specialized foundation models, robust AI governance frameworks, comprehensive talent development, and cross-sector implementation support.BRAIN++ will develop four specialized foundation models addressing Bulgaria's unique needs and strategic advantages. BgGPT will pioneer new techniques for low-resource language model development, creating the first comprehensive language model optimized for Bulgarian with 175 billion parameters, enabling natural language applications from government services to cultural heritage preservation. RoboticsBG will establish modular foundation models for industrial robotics with particular emphasis on manufacturing and logistics use cases, accelerating automation adoption among Bulgarian SMEs. FORSE (Foundation for Observation, Recognition, and Sensing Environments) will develop specialized vision-language models incorporating Earth observation data from Bulgaria's aerospace initiatives, enabling applications from precision agriculture to environmental monitoring. MEDBG will focus on biomedical applications, developing foundation models attuned to Bulgaria's specific healthcare challenges and population characteristics.The project incorporates robust AI governance through COMPL-AI, a comprehensive compliance framework ensuring all developed models adhere to the EU AI Act requirements. This framework includes automated testing protocols for bias detection,
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 measurement of quality of life in older adults and its relationship to healthyageing' in the context of a Fifth Framework call.

assistant: **Objectives**

The first main aim of the research will be to develop a reliable and valid measure of quality of life in older adults through the adaptation of the World Health Organization's so-called WHOQOL. The second main aim will be to include the Older Adults WHOQOL in a cross-cultural study of healthy ageing, which will help to identify which factors are important within cultures and which are important in all cultures in their contribution to healthy ageing.
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 'Resolving conflicts between food security and biodiversity conservation under uncertainty' (ConFooBio).

assistant: **Innovation**

Resolving conflicts between food security and biodiversity conservation under uncertaintyConflicts between food security and biodiversity conservation are increasing in scale and intensity and have been shown to be damaging for both biodiversity and human livelihoods. Uncertainty, for example from climate change, decreases food security, puts further pressure on biodiversity and exacerbates conflicts. I propose to develop a novel model that predicts solutions to conflicts between biodiversity conservation and food security under uncertainty. ConFooBio will integrate game theory and social-ecological modelling to develop new theory to resolve conservation conflicts. ConFooBio will implement a three-tiered approach 1) characterise and analyse 7 real-world conservation conflicts impacted by uncertainty; 2) develop new game theory that explicitly incorporates uncertainty; and 3) produce and test a flexible social-ecological model, applicable to any real-world conflict where stakeholders operate under conditions of extreme uncertainty.The project has importance for society at large because ecosystems and their services are central to human wellbeing. Managing a specific natural resource often results in conflict between those stakeholders focussing on improving food security and those focussed on biodiversity conversation. ConFooBio will illuminate resolutions to such conflicts by showing how to achieve win-win scenarios that protect biodiversity and secure livelihoods. In this project, I will develop a practical, transparent and flexible model for the sustainable future of natural resources that is also robust to uncertainty (e.g., climate change); this model will be highly relevant for environmental negotiations among stakeholders with competing objectives, e.g., the negot
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 'Increased infrastructure reliability by developing a low cost and high performance stainless steel rebars' to be submitted under Fifth Framework.

assistant: **Abstract**

Reinforced concrete structures tied to corrosion resistant products like stainless : steels, have been increasingly used in structural application, where further to good mechanical properties, it provides health compatibility and high durability. The scientific and technological approach (basically material-performance-based approach) cannot ignore the fact concerning the elevated costs of stainless steels.So, the main goal of this research programme is to obtain a low cost stainless steel, dissociate from some critical expensive elements, but able to protect the built environment (civil engineering works) against hazards resulting from corrosion damages, fire events and natural or man-made vibration sources. On the other hand this will be accomplished by lowering as much as possible the initial cost of stainless steel reinforcement.
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 2020 proposal on 'Photonic enabled Petascale in-memory computing with Femtojoule energy consumption'.

assistant: **Innovation**

Modern societies and economies increasingly depend on the massive generation of data resulting from the exponential growth of internet applications. Drastically enhanced computational performance is in particular needed for a plethora of applications in artificial intelligence (AI) which necessitate unprecedented processing power, memory and communication bandwidth. This demand cannot be met by modern digital electronic technologies that are rapidly approaching their physical limits. The PHOENICS consortium will break through these barriers and lay the foundation for a disruptive neuromorphic compute platform based on hybrid photonic integrated circuits. By providing access to parallelized neuromorphic processing using wavelength division multiplexing, the PHOENICS consortium will harness exceptional scaling potential not available to electronic systems and will deliver multiply-accumulate (MAC) performance at 3.2 PetaMAC/s at an energy cost of 50 FemtoJoule/MAC. Building on a hybrid architecture with substantial potential for future upscaling, the PHOENICS project aims at implementing a disruptive architecture which outperforms state-of-the-art electronic neuromorphic hardware. The consortium partners have shown the significant technological potential that a photonic approach can offer by establishing a new brain-inspired computing paradigm using phase-change-materials. By implementing scalable systems based on foundry processing for creating bio-mimicking material platforms, the PHOENICS consortium will provide a new generation of photonic hardware accelerators for neuromorphic processing and develop a strong ecosystem for photonic computing. The PHOENICS technology will thereby directly impact today’s technology and likewise address future needs for high bandwidth an
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 'Space-based  Information Support  for Prevention and REcovery of  Forest Fires Emergency in the MediteRranean Area', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

PREFER aims at responding to major fire prevention needs in Southern Europe. All reports on the state of Europe’s forests indicate that the broad Mediterranean area is systematically affected by uncontrolled forest fires with large impact  on ecosystems, soil erosion, slope instability, desertification trends, and local economies as a whole, whit a negative mid-to-long term prospect because of Climate Change. In this scenario, the need to improve the information and the intelligence support to forest fire prevention is widely recognized to be relevant. Fire prevention is still the most cost-effective strategy when compared to firefighting and extinguishing that are costly, local, and triggered only in response to already ongoing crises. PREFER intends to contribute to responding to such a pragmatic need of Southern Europe’s forests by : 1) providing timely multi-scale and multi-payload information products based on exploitation of all available spaceborne sensors within the project time frame (the next 3 years) ; 2) offering a portfolio of EO products focused both on Pre-crisis and Post-crisis forest fire emergency cycle in the EU Mediterranean area; 3) preparing the exploitation of new spaceborne sensors available by 2020 (e.g. : Sentinels) and 4) contributing to the definition of User requirements for the new EO missions. PREFER capitalizes on the experience gained in the last decade by the Partners, in the frame of European and national applied research programs focusing on the management of forest fire hazards with spaceborne observation means. It will set up a regional service, able to process and distribute the information to end users, developed and maintained by a regional R&D cluster of core users, industries and research institutes. Through the exploitation of
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 'High-throughput ultrasound-based volumetric 3D printing for tissue engineering'.

assistant: **Concept**

Cardiovascular diseases are the leading cause of death globally. Efficient drug testing and disease models are needed to reduce their death toll. Myocardial cell constructs, e.g. spheroids, organoids, or organs on a chip, hold promise as disease models and can reduce animal testing. Unfortunately, cell constructs often lack the natural spatial complexity of their in-vivo counterparts, and consequently the cells remain immature and non-differentiated. Although, 3D printing offers great flexibility regarding the printed structure some limitations apply: the printing process is either slow, or not suited for printing the small-scale nested structures needed to create viable and functional myocardial cell constructs. To 3D bio print viable myocardial cell constructs, we must therefore break through several roadblocks limiting the potential of bioprinting.Our solution, coined SONOCRAFT, combines rapid volumetric 3D printing technology with ultrasonic particle manipulation to create centimetre-long aligned cardiac constructs within hydrogels. An artificial vasculature, incorporated within the hydrogel matrix, assures perfusion with oxygen and nutrients. Acoustic particle manipulation our tool of choice for cell manipulation as it is cheap, biocompatible, label-free and achieves the required resolution.To reach the objectives SonoPrint is equipped with a range of advanced features: (i) an acoustophoresis chamber for precise cell patterning in 3D; (ii) microfluidic nozzles for injecting multiple cell types; (iii) moveable printheads for flexible cell deposition; (iv) a temperature-controlled cell culture incubator; and (v) full automation for user-friendly operation. The visionary SONOCRAFT holds potential to transform tissue engineering, regenerative medicine, drug screening,
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 'Nature-inclusive Designs For Reconciling Offshore Renewables With Ocean Protection' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

NiD4OCEAN will advance the emerging field of nature-inclusive designs, NiDs, (and nature-based solutions, NBS, in general) for offshore renewables by providing effective, novel, context-dependent solutions to industry, managers, and policymakers. This will accelerate their implementation to support the achievement of the international and EU targets for carbon neutrality, biodiversity restoration and sustainable blue economy. Three distinct European ecoregions (North Sea, Baltic Sea, and Western Mediterranean) have been strategically selected due to their different technologies, habitats, ecosystems, and sectorial conflicts with the development of offshore renewables. An Innovation Challenge Series will be developed to promote novel NiDs and NBS for each ecoregion's wind and floating solar structures (addressing issues such as design, material choice, noise, and laying cables). Each ecoregion will use a transdisciplinary approach to develop context-dependent metrics and impact assessment frameworks to evaluate the benefits and risks of selected NiDs for offshore wind. Moreover, data and monitoring requirements for evaluating the performance of NiDs will be identified to be later incorporated into recommendations towards standards. An evidence-based decision-support tool will be co-created with industry and managers to provide clarity on the selection process of NiDs in offshore wind farms. Finally, a co-created policy toolkit for the requirements of offshore wind development to comply with biodiversity protection and restoration targets will be delivered. The NiD4OCEAN consortium (involving scientists, industry, SMEs, NGOs, and the standardization community) together with the establishment of the NiD4OCEAN network, will be key to an ambitious communication and dissemina
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 'Whole-Systems Energy Transparency' (ENTRA) targeting Seventh Framework.

assistant: **Abstract**

This project proposes an energy-aware system development approach covering hardware, software and the run-time environment.  The central goal is to make energy usage transparent through the system layers, thus enabling optimizations both during code development and at run-time.<br/>The project work packages will develop novel program analysis and energy modelling techniques. Tools incorporating these techniques will enable energy optimizations both during code development and at run-time, helping to promote energy efficiency to a first-class software design objective. The project will also develop a concept of optimality and a set of benchmarks allowing measurement of energy efficiency with respect to the minimal energy achievable by optimal utilization of existing hardware.<br/>Lack of energy transparency in today's system development tools means that much of the potential energy saving available from power-efficient hardware is wasted. The project departs from the approach of today's systems and development tools because energy transparency is at odds with a basic principle in modern software engineering - the desire to abstract away machine-level details in high-level code in the interests of portability, understandability and software reuse. By contrast, energy transparency requires making visible the effects of energy-saving features of modern processors.<br/>The project targets outcome (c) of Objective ICT-2011.9.8, namely to address software models and programming methodologies supporting the strive for the energetic limit (e.g. energy cost awareness or exploiting the trade-off between energy and performance/precision).<br/>
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 'Migration Of Molecules In Coatings'.

assistant: **Objectives**

Because of high damage caused by corrosion, polymer protective coatings are materials of great importance. There is growing interest to search for high-performance coatings with less toxic anticorrosive additives (pigments) than commonly used chromates. The main obstacle in design of novel systems is the lack of understanding of fundamental transport phenomena of pigments in the coatings. The project MOMIC (Migration Of Molecules In Coatings) aims at investigating the migration mechanism of anticorrosive additives through polymer coatings. Two model systems will be investigated in order to meet this goal, namely isolated particles system, in which the transport phenomena in polymer matrix will be studied and clustered particles system which is a model reflecting commercial coating formulations. In order to evaluate the migration pathways through the coatings two measurement approaches will be employed. The depletion of the pigment particles will be studied with X-ray Computational Tomography (XCT) combined with Scanning Electron Microscopy (SEM)-based sectioning technique. The molecular migration will be followed with a combination of chemical imaging techniques such as Scanning Transmission Electron Microscopy (STEM), (Confocal) Raman and Infrared Spectroscopy.The project will result in establishing the mechanisms for model systems which are envisioned to be applied to characterise transport phenomena in commercial coatings. This will allow to design coatings with functional additives as well as improve their anticorrosive performance.
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 'Establishing a TB Treatment Efficacy Marker' in the context of a Sixth Framework call.

assistant: **Objectives**

Worldwide, Tuberculosis bacillus (TB) has reached epidemic proportions, with rising infection rates calling out for immediate and effective action. Globally, approximately 2-3 million people die, and more than 7-8 million people develop active TB on a yea rly basis. There currently exists no method to successfully monitor the efficacy of TB treatment. Upon diagnosis, patients are treated for TB with a course of medication lasting approximately 6-9 months. Prior to the end of the treatment regime, there e xists very little indication of the efficacy of the particular treatment. In the event that the individual is found resistant to primary treatment, a stringent and time consuming analysis is undertaken to select the appropriate antibiotics effective for t hat particular patient as a second-line treatment. It has previously been shown that the blood plasma protein suPAR is elevated in patients with active TB, carries prognostic value during the treatment period, and that suPAR levels decrease in patients th at respond to therapy. This published data indicates that suPAR could possibly be used to guide clinical decision-making in HIV and TB management. Guinea-Bissau has one of the highest incidences of TB in the world (about 470 cases for every 100,000 adult s). However, as in other developing countries, markers of disease progression and/or treatment efficacy are difficult to find, especially if tests are to be inexpensive, technically simple, and require very little advanced equipment. The Bandim Health Pr oject, a research program holding a demographic health surveillance system covering 5 districts in Bissau (totalling a population of about 75,000) provides an optimal location to investigate if the serum level of suPAR is a useful marker for TB treatment e fficacy. Am