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 the specific objectives and expected outcomes for 'Radically Innovative Mechatronics and Advanced Control Systems' in the context of a Sixth Framework call.

assistant: **Objectives**

The present global competitive environment poses formidable challenges to the European manufacturing infrastructure; among others, we single out speed in responding to continuously changing market demands, time-to-market pressure, plant and equipment costs, and the need of amortizing them over longer periods.We do not believe European manufacturing can cope with the many challenges of the future without radical innovation. The speed of innovation in the Information Technology domain has been increasing over many years when compared to other domains. We believe that leveraging this innovation is essential to develop radically innovative manufacturing plants and processes. We notice an increasing gap between the advent of new ideas and products in IT and their use in manufacturing plant.Our goal is to bridge this gap: to make manufacturing plants and equipment agile and reconfigurable using multi-agent systems, open platforms, wireless technology and virtual engineering design methods.Our actions have four prongs:- Make open approaches and the multi-agent paradigm more robust and demonstrate their feasibility (agent-based mechatronics control technology with embedded intelligence;-Exploit wireless technology in networking and in novel equipment architectures;-Develop flows to support the design and operation of the manufacturing plant of the future with particular attention to the simulation of advanced multi-agent systems and automatic code generation for control;-Develop industrial strength test beds.Expected benefits include:-Increased competitiveness of European automation solution providers in face of strong competition from the Far East;-Increased robustness of the control hardware and software with reduced development times and costs;-Enhanced reusability and recon
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 'PowerPlatform: Establishment of platform infrastructure for highly selective electrochemical conversions' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The technologies to be developed in the PERFORM project are directed towards highly efficient and integrated electrochemical systems which substantially improve oxidative chemical transformations based on bio-based feedstocks. PERFORM provides solutions for the need for the electrification of the chemical industry and will establish a flexible PowerPlatform pilot plant to be used also after the end of the project, allowing for continuing innovations and impact. Moreover, multi-step chemical conversions can be shortcut and performed in a single electrochemical cell, such that this can be considered as a disruptive technology. Therefore, the implementation of electrochemical production methods for value-added compounds will be a game changer, leading to more efficient and sustainable production.


**Keywords:** Electrochemistry, bio-based feedstock, selectivity, open access pilot
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 'Drug Absorption in Geriatric Patients and Older People: a training network innovating drug development for the advanced age population' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The advanced age population (>65y) makes up ~20% of the total population in Europe, is the main carrier of chronic diseases and the major end-user group of medications. Yet, despite an ageing society, these end-users are entirely disregarded in the drug development process, which considers only healthy adults aged 18-55. Effective absorption of oral drugs, which remain the preferred form of administration, relies on a sound knowledge of the physiological alterations associated with ageing and of the characteristics of the gastrointestinal (GI) tract in older subjects. Nonetheless, both the knowledge and the experts in this area are lacking. The AGePOP European Training Network (ETN) will boost Europe’s innovation capacity and leadership in oral drug development. Its multisectoral approach will train 11 Early Stage Researchers (ESRs) to become the future experts in drug development for the advanced age population, shedding a much needed light on the needs of our ageing society. With an open science philosophy and a multidisciplinary strategy, the ESRs will collect the first ever dataset of physiological characteristics of the GI tract of older people and geriatric patients, developing novel in vitro and in silico tools, e.g. a mobile test kit to evaluate gastric emptying kinetics and an absorption risk calculator to predict adverse effects from altered pharmacokinetics. Complementary training in transferable, business and wider horizon skills will equip the ESRs with an all-rounded skillset. AGePOP is a network of 6 Beneficiaries and 7 Partner Organisations from 5 European countries. Its 3 academic partners with research excellence in oral drug products synergise with renowned clinicians and researchers from 8 leading pharma companies and 1 SME specialised in ETN trainin
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 'Earth Observation freshwater monitoring services' (2014-2020) under Horizon 2020.

assistant: **Objectives**

Water is increasingly recognized as the most relevant resource of the 21th century, and UN Water recommends in sustainable water investments to prevent future conflicts. Significant social and economical impacts are associated with changes of water quality in inland waters. It is almost impossible to think, in the 21st Century, that water industries and governments would produce sustainable economic and ecological development plans on water without reasonable information on hand. Accordingly, an increasing demand from water industries, including aquaculture, water construction or dam operators, insurers, development banks and water agencies on actual or long-term historic water related information is observed. The eoFRESH service responds to the increasing demand with an independent multi-satellite based monitoring solution, as only traditional in-situ methodologies are capable neither to retrieve historic information, nor to provide actual harmonized information for a huge number of inland waters. eoFRESH combines the monitoring capabilities of an increasing number of historic, actual and future satellite missions, allowing nowadays up to daily global observations and going back in time for 30 years for millions of water bodies and rivers globally. eoFRESH starts with the provision of relevant globally harmonized water quality measures (e.g. turbidity and related suspended matter, phytoplankton concentration). The service is characterised by three key features: Independency with globally harmonized and valid and consistent measures, extremely cost-efficiency through fully automated production on free accessible satellite missions, extremely easy information uptake through access from web-services and applications. Within the Phase 1 feasibility study it is the core int
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 'Innovative technology solutions to explore effects of the microbiome on intestine and brain pathophysiology' in the context of a Horizon 2020 call.

assistant: **Objectives**

The human gut is host to over 100 trillion bacteria that are known to be essential for human health. Intestinal microbes can affect the function of the gastrointestinal (GI) tract, via immunity, nutrient absorption, energy metabolism and intestinal barrier function. Alterations in the microbiome have been linked with many disease phenotypes including colorectal cancer, Crohn’s disease, obesity, diabetes as well as neuropathologies such as autism spectrum disorder (ASD), stress and anxiety. Animal studies remain one of the sole means of assessing the importance of microbiota on development and well-being, however the use of animals to study human systems is increasingly questioned due to ethics, cost and relevance concerns. In vitro models have developed at an accelerated pace in the past decade, benefitting from advances in cell culture (in particular 3D cell culture and use of human cell types), increasing the viability of these systems as alternatives to traditional cell culture methods. This in turn will allow refinement and replacement of animal use. In particular in basic science, or high throughput approaches where animal models are under significant pressure to be replaced, in vitro human models can be singularly appropriate. The development of in vitro models with microbiota has not yet been demonstrated even though the transformative role of the microbiota appears unquestionable. The IMBIBE project will focus on using engineering and materials science approaches to develop complete (i.e. human and microbe) in vitro models to truly capture the human situation. IMBIBE will benefit from cutting edge organic electronic technology which will allow real-time monitoring thus enabling iterative improvements in the models employed. The result from this project will be a
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 'Personalised Prognostic Tools for Early Psychosis Management' (PRONIA).

assistant: **Innovation**

Affective and non-affective psychoses have a major negative impact on human society. They account for 6.3% of the global burden of disease and cost €207 billion per year in Europe alone, making them the most expensive brain-related disorders and even more expensive than cardiovascular diseases. This socioeconomic burden is largely caused by two core disease features: onset in adolescence and early adulthood and long-term disabling disease courses. Both factors lead to enduring social and vocational exclusion and contribute to 8-20 times higher suicide rates in affected patients.Reliable and accessible prognostic tools will alleviate this burden by enabling individualised risk prediction, thus facilitating the targeted prevention of psychoses. Thus, we will first use routine brain imaging and complementary data to optimise our candidate biomarkers for the prediction and staging of psychoses and generate a prognostic system that generalises well across mental health services. Secondly, we will implement new multi-modal risk quantification tools to predict mental health-related disability in young help-seekers. The fusion of these tools with clinical knowledge will produce cybernetic prognostic services that accurately identify help-seekers at the highest risk of psychosis, poor functioning and suicide-related mortality.During this project we will secure our intellectual property rights and transform into a European company to commercially exploit these prognostic services through internet-based telemedicine applications. This will provide psychosis risk profiling tools to diverse target groups in the healthcare markets, including care-givers, the pharmaceutical industry and research institutions. By disseminating objective risk quantification, these products will provide
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 Seventh Framework proposal for the project 'Three-dimensional nanofiber scaffolds as a model for the study of brain tumour migration'.

assistant: **Objectives**

Brain tumours represent a formidable therapeutic challenge. A major obstacle to effective treatment is the fact that many tumours readily invade normal brain preventing complete surgical resection leading to inevitable tumour recurrence. It is difficult to predict invasive potential of individual tumours, there are no drugs currently available that specifically target invading tumour cells, and there is a lack of efficacious models of tumour invasion. In collaboration with colleagues in the USA I have been involved in the development of a novel in vitro migration assay based on the use of 3D nanofiber scaffolds that stimulate brain tumour cell migration, which we recently used for gene expression profiling to identify novel signaling pathways involved in invasion of the most agressive brain tumour, glioblastoma multiforme.Here, we will further develop this model in three ways. First, we will address the mechanisms involved in glioblastoma migration by profiling microRNA alterations in nanofiber migration assays. After validation of altered microRNAs, their effects on cell migration will be determined in the nanofiber assay, and relevant targets will be identified. The long-term goal of this aim is to identify novel anti-invasive therapeutic approaches. Second, we will investigate the potential of 3D nanofiber scaffolds as diagnostic tools, that may be used to predict the invasive potential of various patient brain tumours.  This will be done using patient samples obtained from brain tumour surgeries at Leeds General Infirmary. Invasive potential of tumour biopsies will be determined in the nanofiber assay, and compared with patient progress over time. If there are indications of efficacy, funding will be sought elsewhere to carry out broader trials on large numbers of p
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 'Redox and Partitioning in Magma Oceans: From Melt Properties to Cooling Histories' (REPAMO), addressing dissemination and exploitation.

assistant: **Impact**

Planetary magma oceans represent a defining stage of rocky planet evolution, where redox processes and element partitioning set the trajectory for mantle composition, cooling, and volatile distribution. Yet the extent of FeO disproportionation, the resulting ferric iron ratio, and the partitioning of key elements (Fe, H, and C) during crystallization remain poorly constrained, particularly under lower-mantle conditions. This project, REPAMO, will establish a multi-scale computational framework to quantify depth-dependent redox states and their control on melt properties, melting relations, and element partitioning. Ab initio molecular dynamics (AIMD) combined with thermodynamic integration will quantify ferric iron ratios in the magma ocean from the disproportionation reaction and determine partition coefficients of Fe, H, and C during crystallization. These AIMD datasets will be used to train machine-learning interatomic potentials, which will extend accuracy to large-scale two-phase coexistence simulations. This will enable direct extraction of element distributions, melt properties, and liquidus relations during crystallization. Finally, these results will be integrated into models of magma ocean cooling to predict crystallization pathways and redox-dependent thermal histories of terrestrial planets. The project supports Horizon Europe's Strategic Plan (2025–2027) on planetary formation, volatile cycles, and habitability (Cluster 4, Destination 5), and will provide predictive datasets directly relevant to ESA missions such as EnVision and ARIEL, as well as exoplanetary modeling efforts.
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 'LOW-EMISSION POWER SUPPLY FOR EMERGENCY SHELTERS AND BASES OF OPERATIONS' under Horizon Europe.

assistant: **Concept**

During large-scale natural or manmade disasters (e.g. flooding, wildfires, earthquakes) with damaged infrastructure, access to reliable, scalable, and portable energy supply is crucial for emergency response organizations (ERO). It enables the operability of Bases of Operations (BoO) during response activities and of Emergency Shelters (ES) for the affected communities.So far, no other technology surpasses diesel generators in meeting energy supply requirements for BoO and ES, despite their negative effects, including noise, heat, and greenhouse gas (GHG) emissions. Moreover, the dependence on local fuel further impacts the already disaster-stricken areas, exacerbating resource challenges faced by local communities.To address these challenges, leveraging the advances in renewable energy (RE) technology is the key to achieving true self-sufficiency and providing a low-emission power supply for BoO and ES, while mitigating the aforementioned disadvantages. POWERBASE follows a holistic capability-driven approach to address this gap and create a community of European EROs and innovative renewable energy solution suppliers.EROs will describe and validate their unmet low-emission power supply needs in functional and operational terms. At the same time, a comprehensive State of the Art (SOTA) analysis will map market-ready and emerging RE technologies. In the following open market consultation, requirements, and SOTA will be communicated to solution providers. Through its procurement strategy and end-user driven needs, POWERBASE establishes the ground for the future adoption of existing and emerging RE technologies that can enable the transition towards a low-emission, reliable, self-sufficient, mobile power supply for ES and BoO contributing to EU Green Deal 2050 target of 55
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 'Mathematics in everyday life' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

The project is devoted to raising public awareness for mathematics. The means is an exhibition of mathematical experiments showing the impact and importance of mathematics in everyday life. The already existing experience shows that in such a way one can communicate the relevance of mathematics to nearly everybody, in particular youngsters, male and female. Mathematics is not only the oldest science, but also crucial for many modern applications. It serves to maintain and enhance our current lifestyle and economic performance. The project brings together several European initiatives (Giessen, Firenze, Pisa, Modena, Milano, Porto, London) for mathematical science centers in order to reach a critical mass für developing a common exhibition.The project is subdivided into 6 modules, for which the different teams are responsible:Numbers (Giessen),mathematics in every objects (Firenze, Pisa)perspectivity (Modena),symmetry (Milano),strange rooms (Porto),games (London). The exhibition will be based on common didactical principles and design rules.
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 'Sustainable Collective Citizen Action for a Local Europe 20-30-50' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The aim of SCCALE 203050 (Sustainable Collective Citizen Action for a Local Europe) is to scale the growth of energy communities across Europe in the areas of energy efficiency, renewable energy production, district heating and more in households and non-residential buildings. Building on the experience of the cooperative movement and a wide range of cities and municipalities, we will:- Set up at least 25 energy communities, and directly support the replication of the SCCALE methodology in 34 additional communities- Develop a step-by-step guide for potential community leaders to support the creation, maturation and replication of energy communities.- Develop currently specific key performance indicators for community leaders and municipalities to assess the maturity and growth of the energy communities in their territories, and for external partners to assess a community's maturity and financial viability.- Gather proven technical tools and financing models suitable for citizen collective action.- Identify viable contractual models for energy communities and the involved stakeholders.- Encourage the proliferation of energy communities across Europe via a network of experts (including municipalities, SMEs, NGOs and academic institutions) to support new and existing energy communities.- Support policy makers at the European, national and local level in identifying suitable policies to foster the growth of energycommunities in Europe through recommendations and discussions with policy makers.


**Keywords:** energy community, energy citizenship, community building, energy democracy, energy transition, cooperative, collective action scheme