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 how 'Congenital Heart Anomaly Representation and Machine-learning for Screening' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

CHARMS aims to transform prenatal screening by developing novel normative representation learning (NRL) algorithms for ultrasound imaging and introducing them into clinical workflows, to enhance early detection of congenital heart anomalies. Addressing disparities in maternity outcomes and global shortages in sonography expertise, the project targets improving the detection of congenital heart disease (CHD), a common and often fatal congenital malformation with low antenatal detection rates. Building on the ERC MIA-NORMAL project, we will create robust out-of-distribution detectors specifically for ultrasound imaging and CHD, utilising comprehensive data, including videos, images, and patient characteristics. CHARMS tools will identify subtle abnormalities in motion patterns or anatomical changes, significantly enhancing CHD detection in practice.We will develop normality-focused models to confidently confirm normal development and malformations using ultrasound video data, design self-supervised anomaly detectors to identify 'unknown unknowns’ and equip models with generative capabilities to ensure trustworthiness and robustness against covariate shifts such as poor image quality or varying ultrasound scanners. Through generative techniques we will also validate and refine 3D+time representations of fetal cardiac anatomy, facilitating a comparative analysis with MRI data, further enhancing model precision.Additionally, CHARMS will explore correlations between non-imaging and imaging phenotypes, utilising knowledge distillation to align features with physiological textbook knowledge. This will generate synthetic scan variants that match clinical phenotypes, enabling a deeper understanding of disease mechanisms and the development of new image-based biomarkers.A Quality
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 Fifth Framework proposal on 'Water demand management knowledge base in the mediterranean'.

assistant: **Concept**

The synthesis and sharing of knowledge will be promoted through seminar proceedings, web-site, policy briefs. WADEMED will favour the emergence of regional expert groups, and improve the dialogue between policy makers, researchers, authorities, water users and other professionals. The dissemination of acquired knowledge to the general public will be assured through a web-site, but equally through a CD-ROM and through the publishing of a reference book.
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 'Pure Silicon Anodes Boosting the Energy Density of Li-ion Batteries', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Lithium-ion (Li-ion) batteries are everywhere: they power smartphones, laptops, electric vehicles, hearing aids, and drones, for example. The crucial aspect in Li-ion batteries is their energy density; that is, how much energy a battery of a given volume and weight can store. The denser in energy a battery is, the longer it will last. Global R&D manages to increase the energy density of Li-Ion batteries by about 3% every year. At LeydenJar Technologies, we pioneer a process to increase the energy density by 50% without compromising on costs, safety, and lifetime. The key aspect of our innovation is a novel anode manufactured using Plasma Enhanced Chemical Vapor Deposition (PECVD), a technology already established in the photovoltaic industry. Our innovation is at TRL 7 and it has proven performances comparable to state-of-the-art Li-ion batteries and potential to exceed them by far.  We have patented the core aspects of our innovation worldwide, built a strong team, and defined a business case with the stakeholders in the value chain. Our anodes will be a breakthrough in the world of Li-ion batteries, allowing portable devices to last 50% longer and electric vehicles to drive 50% more, so the infrastructure of charging stations will need to be much less dense. Our innovation is very important for Europe, since the EC is making a huge effort to build a local battery industry that can compete with the Asian one. The market of Li-ion batteries will exceed €90 billion of turnover in 2025. To become a major player in it, during the Phase 2 project we will finalize our technology and production process, build a demo machine that exceeds in throughput the one we own now, and validate our anodes with an external battery manufacturer. Upon completion of the project, our innovati
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 'European electronic public procurement application Framework in the Western Balkan region' (ELLECTRA-WEB) under Sixth Framework.

assistant: **Objectives**

Western Balkan countries in view of their path to EU economic and political integration will concretely benefit from the early adoption of electronic Public Procurement systems that are compliant to the new EU legislative framework on public procurement, due to:a) More transparent procurement processes that ensure fair utilisation of public fundsb) Achieving equal opportunity to the participation of both SMEs and large suppliers within each countryc) Facilitating access of EU suppliers to Western Balkan public procurement markets resulting in transfers of EU expertise and know-how to the regiond) Timely preparing full participation of Western Balkan suppliers in the EU public procurement markets via interoperable electronic Public Procurement solutions.Addressing the above opportunity, the overall aim of the ELLECTRA-WeB (European Electronic Public Procurement Application Framework in the Western Balkans Region) project is to: specify, develop and test an Open Source Application Framework for electronic Public Procurement and a set of Supporting Guidelines that will enable, on the one hand, Western Balkan ICT developers to cost-effectively develop, and, on the other hand, Western Balkan Public Administrations and Suppliers to easily adopt and use interoperable, user-friendly, secure and EU compliant electronic Public Procurement solutions".The usability of the ELLECTRA-WeB Application Framework will be demonstrated by developing, testing and evaluating 4 distinct electronic Public Procurement solutions in Albania, Bosnia-Herzegovina, Former Yugoslav Republic of Macedonia and Serbia, respectively.The ELLECTRA-WeB project involves 3 EU technology partners, 4 IT consulting companies / research organizations from the Western Balkan Region and public administrations represen
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 'Internal Quantum Efficiency limitations in Organic Photovoltaics' (IQEOPV).

assistant: **Innovation**

Organic photovoltaics (OPV) are emerging as a potential cheap route to convert solar energy into electricity due to recent progress in the field. The global energy need makes OPV a highly strategically relevant renewable energy approach for European research and industry as very low production costs are envisaged. However, higher power conversion efficiency is paramount for making these devices attractive for the market and a much better understanding of the current principal limitations is needed. The approach of this project is to identifying the dominant electrical limitations for OPVs, and currently disregards the more well-known optical limitations.We aim to accurately determine internal quantum efficiency as a function of both intensity and wavelength of the incident light and the applied voltage for a variety differently performing OPV cells based on selected materials and conditions. We will focus our investigation on the dominant recombination processes, the origin of their voltage and light intensity dependence and their relation to charge transfer states as link between geminate and non-geminate recombination. We aim to disentangle these recombination rates, to be able to better identify the dominant loss routes of charge carriers and to describe their impact on solar cell performance by reconstructing the experimental current-voltage characteristics. We also want to determine the properties affecting radiative and non radiative contributions to recombination by probing radiative quantum yield of charge transfer states and trap assisted recombination.By combining a new set of complementary electro-optical transient experiments, we aim to establish a detailed picture of the loss mechanisms for OPVs between active layer photon absorption and electrons flowing i
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 'Partial differntiAl equatioN founDation models and their Application to mobile networks' (PANDA).

assistant: **Innovation**

The resolution of Partial Differential Equations (PDEs) is fundamental to complex system modelling across a broad range of scientific disciplines, including physics, biology, and engineering. Conventionally, PDEs are solved through numerical methods, which are invariably computationally intensive, thus curbing the adoption of these techniques in intricate problems and real-time applications. Recently, artificial intelligence (AI)-driven approaches have emerged as promising alternatives to approximate with remarkable speed and accuracy, the solution of physics-based PDEs, and ultimately supplant legacy numerical PDE solvers.This action will explore the development of AI-powered frameworks for the resolution of a wide range of physics-based PDEs. These frameworks will be underpinned by universal neural operators that can capture multi-scale and non-linear interactions present in physical phenomena, thereby enabling accurate predictions of physical system behaviour even under dynamic conditions and different families of PDEs.Building on this foundation, the AI-based PDE solvers will be fine-tuned and leveraged to emulate the dynamics of technological non-physical systems. Specifically, they will be employed to forecast the spatiotemporal mobile network traffic demands and user mobility, with the respective traffic demand and mobility PDEs being mined in a data-driven manner. The proposed approach will be validated using real-world data from an operating mobile network, demonstrating the capacity of AI-based PDE solvers to simulate human-made system behaviours.Ultimately, this action will instate the potential of AI in solving both classical physics-based and modern data-driven PDEs, offering a novel perspective on the intersection of physics-driven AI and next-generation d
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 'European Carbon Fibres and Pre-Impregnated Materials for Space Applications' (SpaceCarbon).

assistant: **Innovation**

SpaceCarbon aims to develop European-based carbon fibres (CF) and pre-impregnated materials for launchers and satellite applications, enabling a European supply chain that is capable to reduce the dependency of the European Space sector on this critical Space technology and, therefore, reducing the risk of stopping future Space programmes, due to supply restriction and shortage of these materials from non-European sources. SpaceCarbon is expected to create the capacity in Europe to produce specialty CF products, and related intermediate products, by promoting the development of industrial and research facilities in these products and contributing to improve Europe’s worldwide competitiveness in the field of high performance Carbon Fibre Reinforced Polymer (CFRP) structures.In SpaceCarbon, it is objective to develop the semi-industrial manufacturing process for Intermediate Modulus (IM) CF (starting at TRL 6 and aimed to achieve TRL 8), targeting mainly launcher applications, and to improve the properties of the previously obtained High Modulus (HM) CF (starting at TRL 4) aiming at reaching a modulus in the range of 440 to 540 GPa at TRL 6. These properties will allow to enter in the range of HM CF products that are used in satellite sub-system applications. Moreover, the prepregs manufacturing process will be developed at semi-industrial scale to make possible to provide such materials at short-term to European Space End-users and to develop new prepreg formulations at lab scale, in view of enhancing composites performance for future Space missions. New testing methods will be developed to support the development and qualification of such materials, according to Space environment requirements. Finally, the design, manufacturing and testing of launcher and satellite sub-
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 'Geospatial info-mobility service by real-time data-integration and generalisation' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

National geospatial databases in Europe are often inaccessible for mobile use due to closed system architectures, differing spatial reference systems and heterogeneous data models. The aim of the GiMoDig project is to develop methods for real-time integration and generalisation of national topographic databases so that they can be accessed and used by mobile users through a unified service. User requirements will be analysed, to create user profiles for mobile use cases. Cartographic visualisation modes for small, mobile devices will be identified. Real-time integration of spatial data will be realised by developing a global, harmonised database schema and by applying transformations to common, EUREF-based co-ordinate system. Research will be pursued for developing methods for real-time generalisation of geospatial data. A system based on open architecture utilising standard interfaces will be defined and prototyped for testing the approach.Objectives:The objective of the project is to develop methods for delivering geospatial data to a mobile user by means of real-time data-integration and generalisation. The project aims to a seamless data service infrastructure providing access, through a common interface, to topographic geo-databases maintained by the national mapping agencies. The sub-objectives comprise of developing methods for real-time generalisation, integration of national primary geo-databases by means of thematic harmonisation, and real-time transformation of the data to a common EUREF-based co-ordinate system for seamless geometric representation. Emerging standards, like XML, are used for transferring vector-formatted spatial data in the Web. A study on small-display cartography, and an analysis on the requirements of the mobile use of geospatial data are
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 Seventh Framework proposal on 'Enhancement of Jordan-European S&T Partnerships'.

assistant: **Innovation**

EU-JordanNet aims at increasing the research cooperation between Jordan and Europe. Although Jordan has been quite active in EU Framework Programmes over the past few years, awareness of the EU Programmes in Jordan and of the Jordanian research community in Europe still needs considerable improvement. In concrete terms, EU-JordanNet will carry out a Capacity Building Programme to support the Jordanian NCP and the national network of FP7 contact points in universities and research centres to enhance their understanding of the structure and the procedures of the FP7 Co-operation and People Programmes. EU-JordanNet will carry out a major S&T Awareness and Co-operation campaign on FP7 in Jordan addressing Jordanian researchers and the private sector. It will focus on three Thematic Areas: Health, ICT and Environment. Since the People Programme has received limited attention in Jordan in the past, a specific awareness activity will focus on the new Marie Curie activities, aimed at increasing the mobility of researchers between Jordan and Europe. EU-JordanNet will train Jordanians on how to write FP7 proposals and help them in creating partnerships with EU researchers. Furthermore, it will identify the priority areas for S&T co-operation between Jordan and the EU and promote the Policy Dialogue with the relevant policy makers in Jordan to enable a targeted national research strategy. A number of activities are planned to support these two main aims: an Information and Partner Service with a directory of Jordanian and European researchers that will serve as a .partner-search facility and an inventory of existing Jordan-EU co-operation. The project will also develop an S&T Observatory on Jordanian Research and Technology co-operation with Europe, enabling the research institut
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 'Visualisation And Documentation - Secure Transfer System' (OUTERNET).

assistant: **Innovation**

The widespread use of electronic mail for private, public and commercial communication has helped to drive the Information Technology revolution to new heights providing a fast, efficient and simple system for the transferring of information from one part of the globe to another. However, the success and reliability of the system is being undermined by poor security with attached documents being highly susceptible to corruption, third party interference (viruses) and outright theft. To resolve this problem the project will design and develop a low-cost, fitted-as-standard PC-card that is capable of transferring high-resolution images and text from one computer to another in less than a minute, bypassing the internet and using direct access via the telephone communication networks. The modulation and compression protocols will enable the transfer signal to be encrypted while ensuring that the picture quality will be high enough for military/medical type applications.
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 'diGitAL twin frAmework for TailorEd infAnt nutrition'.

assistant: **Innovation**

The research and innovation program, named GALATEA, stands as a pioneering venture targeting infant nutrition through the development of a digital twin of human milk. The program brings together interdisciplinary expertise from computational modeling, bioinformatics, clinical neonatology, experimental lab techniques, and engineered bioreactors for cell culturing, forming a consortium dedicated to advancing our understanding of human milk's complexities. The overarching objective is to create a sophisticated simulation platform that mirrors the intricate composition of human milk, allowing for the formulation of personalized nutrition plans for infants, particularly those born prematurely. GALATEA's innovative spirit extends beyond computational models, encompassing experimental lab work utilizing bioreactors and cutting-edge techniques like metabolomics and proteomics. The program's mobility component facilitates cross-disciplinary learning among participating organizations, fostering collaborative knowledge exchange. Anticipated outcomes include enhanced health outcomes for newborns, a deeper understanding of human milk for the advancement of artificial milk formulations, and the establishment of a robust research community dedicated to neonatal nutrition. GALATEA represents a holistic and innovative approach to the fundamental challenge of infant nutrition, setting new standards for personalized strategies and collaborative interdisciplinary efforts.


**Keywords:** digital twin, personalized nutrition, human milk, neonates, preterm, bioinformatics, multiscale, molecular modelling