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 'Multi-Organ UltraSound-based Inborn Evaluation' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Prenatal diagnosis of congenital abnormalities and intrauterine growth restriction (IGR) has become increasingly important thanks to the recent advancements in obstetrical ultrasound (US) imaging. An accurate and early diagnosis of fetal malformations and growth anomalies can improve fetal prognosis by allowing a treatment plan to be produced, enabling access to specialist units and appropriate treatments from birth. However, the diagnostic accuracy of US is limited due to its subjective assessment and inter-operator variability. On the other hand, magnetic resonance imaging (MRI) has the potential to offer a more detailed examination of the fetus. Unfortunately, its high cost, limited availability, and the difficulty in acquiring high quality 3D data due to constant fetal motion, hinder the widespread use of fetal MRI.The MOUSIE project aims at improving the accuracy of fetal US examination by creating the first framework for multi-organ quantitative image analysis of the fetus. In particular, the specific goals of the MOUSIE project are: (1) development of new multi-organ MRI slice to volume reconstruction method able to provide comprehensive and relevant 3D inter-organ information of the fetal anatomy, including spine, lungs, liver and kidneys; (2) development of an US-based automated segmentation method, using a detailed MRI-US atlas of the anatomy of the fetus of 18-20 weeks of gestational age, that includes new structural similarity patterns and inter-organ shape models; (3) creation of a new generation of multi-organ fetal biomarkers based on the detailed and comprehensive anatomical information extracted from a unique database with more than 500 MRI-US scans, including healthy and pathological cases. By achieving these goals, MOUSIE will provide an innovative se
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 'GNSS - VALUE ADDED SERVICES FOR TRANSPORT' (VAST), addressing dissemination and exploitation.

assistant: **Impact**

The overall objectives of the VAST project for all modes of transports are the following:* to identify, given future GNSS options, the main present and future commercial applications of satellite navigation services, whether or not  they be combined with other means of navigation, communication or information systems,* to assess the associated potential market for each identified application,* to assess the willingness to pay of each category of potential users for identified applications,* to propose and assess cost recovery schemes against financial profitability, implementation feasibility and public acceptability,* to propose and assess Public Private Partnerships (PPP) in a position to recover funds from commercial applications to finance (part of) GNSS2 development and operation.RESULTS AND CONCLUSIONS:The numerous services generated by the integration of satellite navigation systems into transport have a great potential to support the transport efficiency, which is a priority for the European Union.This leads to an important market of commercial applications (see hereafter) in all modes of transport where the number of potential users is extremely important, where a large demand already exists and where the development of positioning systems based on Galileo seems promising.The identification of the market, the analysis of the potential benefits and the possibility to recover costs from those Value Added Services (VAS) should contribute to state on the feasibility to approach a self-financing of GNSS on the medium term and to assess the different options for public private partnership.In that context, the VAST project has concentrated on providing appropriate information in order to help the European Commission to take relevant decisions.Identification of GNSS ap
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 'Empowering climate-smart, circular, and zero-waste use of underutilized wood from the forest and building stock in the construction sector to support the New European Bauhaus'.

assistant: **Concept**

WoodStock is a multifaceted project dedicated to advancing climate-smart wood construction practices in alignment with the New European Bauhaus (NEB) initiative. A primary focus is the quantification and mapping of wood resources, including under-utilized streams, using a novel Tier 3 level Harvested Wood Products methodology and dynamic Material Flow Analysis modelling to gain insights into wood utilization potential, climate mitigation impacts, and resource availability. This also entails a robust dynamic Life Cycle Assessment (LCA) methodology for the assessment of environmental, social, and economic impacts associated with various resource streams and scenarios. WoodStock will tap into collective expertise to develop zero-waste and circular building designs, harnessing the power of digital twins, assessing human health and well-being aspects by co-creation activities with a multitude of actors, following the NEB principles and values, in 6 Living Labs (LLs) in 6 different European regions. Through systemic circular solutions for zero-waste and community-based wood construction, aligning novel business strategies with policy recommendations, and dedicated demo, training and educational activities the project endeavours to incentivize climate-smart and increased sustainable wood use in construction. An inspirational climate-smart guideline document for circular use of wood streams, a WoodBook with building blueprints based on the NEB values, beautiful, together and sustainable, and an EU-roadmap for the future are some of the Key Exploitable Results (KERs) that will be available on the European Wood Construction Observatory (EWCO). This observatory will be a central, AI-powered hub for best practices, guidelines, and innovative solutions, facilitating knowledge exchan
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 'Development of innovative biodegradable packaging system to improve shelf life, quality and safety of high-value sensitive horticultural fresh produce' (HORTIBIOPACK) targeting Seventh Framework.

assistant: **Abstract**

Modified atmosphere packaging (MAP) is increasingly used with minimally processed fresh produce. Equilibrium Modified Atmosphere Packaging (EMAP) of Fresh Produce is also increasingly used to extend shelf-life of fresh produce. Increased MAP and EMAP usage coupled with negative environmental views associated with nondegradable synthetic packaging materials creates a societal and SMEs need for biodegradable films.  Several research efforts have been carried out and work is in progress aimed at developing biodegradable packaging materials for various applications, including food packaging. A limited portion of this research effort is dedicated to MAP packaging systems. The development of biodegradable films that are based on renewable raw materials and designed for EMAP systems for fresh produce, meeting the design criteria of water vapour and gas barrier properties, ensuring safety of the produce while maintaining the original quality, firmness and colour of the fresh produce is still at the very early stages of research and development. The proposed project aims at developing innovative and safe biodegradable Equilibrium Modified Atmosphere Packaging film systems based mainly on the use of environmental friendly biodegradable raw materials and aimed at the improvement of the shelf life, quality and safety of specific high value sensitive horticultural fresh produce.
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 'Choreographing Emigration: Japanese Tango Musicians in Shanghai, 1920-1945' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Between 1920-1945, many Japanese tango musicians migrated to work at the Shanghai dancehalls. The cosmopolitan city of Shanghai was considered by the Japan musicians as the authentic place to work and to polish their skills as tango performers. There is evidence, however, that upon their return to Japan such musicians came to participate in the Japanese government's pro-emigration politics of this time. During 1920-1945, tango music and its eroticised visual images were used by the Japanese government for their pro-emigration campaigns to further encourage Japanese immigration to South America. Tango was used as representing South American-ness, and this propaganda motivated the Japanese immense fascination for the continent resulting in increased number of migrants, encouraged by the images of 'ideal gender relations' of the continent. This concept was produced through tango's visual images, and sexualised narratives in popular magazines, and through tango song lyrics in the newly established 'Japanese tango song' genre. Japanese popular musicologists, migration and gender studies specialists, Japanese and Latin American studies scholars have studied the political organisation of the Japanese fascination for South America, as well as China, using historical analyses and under the lens of modernity. The ER will use these methods in innovative ways to study the role of music in the orchestration of Japanese immigration to South America, 1920-1945. This project will contribute new knowledge on the Japanese tango musicians' activities in Shanghai and their roles as musicians and composers in the pro-emigration politics of this time. Through this project the ER will develop new skills in archival research, Chinese language skills, data analysis, publication preparation, pre
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 'AQUAMON: Advanced QUAlity MOnitoring system of water in urbaN areas' (AQUAMON).

assistant: **Concept**

Urban water pollution, resulting from rapid urbanisation, industrialization, and climate change, poses a significant threat to public health and environmental impact, compromising water quality. Specifically, water quality deterioration is linked to diffuse pollution from pollutant surface and groundwater bodies, disrupting biodiversity and the quality of aquatic ecosystems while exacerbating the global water crisis. Traditional urban water management plans do not include a holistic monitoring approach to address emerging water pollution ignoring important water pollution sources and pathways. Detecting, preventing, and responding timely to these threats can ensure the preservation of clean and safe water sources and work towards a resilient and sustainable water future across Europe that prioritises both public health and environmental well-being.By committing to the destination of a clean environment and zero pollution, AQUAMON aims to perform innovation activities towards:- Securing high-quality drinking water,- Integrating sewer and wastewater treatment plant (WWTP) control,- Building a water-smart management system for bathing waters to provide informed and safe opportunities for bathing in urban recreational waters,- Restoring our oceans, seas, and river water bodies by deploying unmanned vehicles across the water surface, underwater, and air,- Enhance sustainability to elevate wastewater quality to reuse standards,- Improving urban water quality monitoring management plans and regulation shaping throughout the entire urban water cycle.Designed around the challenges of 8 representative use cases across Europe, AQUAMON will implement effective monitoring strategies to enhance the comprehension of diffuse and point sources of water pollution within a global and clim
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 'INFORMATION-THEORETIC LIMITS FOR DEEP NEURAL NETWORKS' (IT-DNN) targeting Horizon 2020.

assistant: **Abstract**

Over the last decade, deep-learning algorithms have dramatically improved the state of the art in many machine-learning problems, including computer vision, speech recognition, natural language processing, and audio recognition. Despite their success, however, there is no satisfactory mathematical theory that explains the functioning of such algorithms. Indeed, a common critique is that deep-learning algorithms are often used as black box, which is unsatisfactory in all applications for which performance guarantees are critical (e.g., traffic-safety applications).The purpose of this project is to increase our theoretical understanding of deep neural networks (DNN). This will be done by developing novel information-theoretic bounds on the generalization error attainable using DNN and by demonstrating how such bounds can guide the design of such network.


**Keywords:** Information theory, deep neural network, generalization error
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 'Secretariat of the European Sustainable Nuclear Energy Technology Platform' to be submitted under Seventh Framework.

assistant: **Abstract**

The European Sustainable Nuclear Energy Technology Platform (SNE-TP) was launched on 21 September 2007, has issued its Vision Report, and constituted its Working Groups. An «informal» secretariat has been supporting these operations. This secretariat evolved from the Organising Committee of the SNE-TP Launch Conference, with a small group of organisations (CEA, E.ON, UJV, FORATOM) committed to the successful launch of the Platform, dedicating significant effort to supporting the first few months of the operation of the different bodies of the Platform (Governing Board, Executive Committee and Working Groups), including the elaboration of a first version of the SNE-TP website and internal workspace. However, it soon became clear that the Platform requires a full-time commitment from a professional organisation with expertise in project secretariat, web content management, and public communication. Therefore, the initial SNE-TP Secretariat decided to call on a specialised company to act as the main support organisation. LGI has experience in management of European projects in the nuclear field.  The present proposal for a Support Action 'SNE-TP Office' describes how the necessary support for the operations of the Platform bodies and WGs, as well as for the TP's communication strategy, will be provided. The new secretariat's objectives are to ensure efficiency, reactivity, maximised impact and visibility. Its work includes tasks such as: professional publications, website management, continuous secretariat and information centre, organisation of meetings, and participations in international events.
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 'Large Deviations and Non Equilibrium Phase Transitions for Turbulent Flows, Climate, and the Solar System""' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The aim of this project is to predict and compute extremely rare but essential trajectories in complex physical systems. We will compute rare transitions trajectories, first between two different turbulent attractors in models of planetary jet dynamics, and second between two configurations of ocean currents for a model of the thermohaline circulation. We will compute the dynamics and the probability for collisions between two planets in the solar system, on time scales of order of billions of years. We will evaluate rare events that lead to extremely large drags or torques on objects embedded in turbulent flows, directly from the dynamics. Because of the huge range of time scales, all those trajectories are not accessible through direct numerical simulations.The project's unity stems from the methodology based on large-deviations theory. Large deviation rate functions generalize the concept of entropy or free energy in non-equilibrium extended systems: they provide a global characterization of their most probable state, their large fluctuations and their phase transitions. Impressive explicit computations of large deviation rate functions have been recently performed in simple non-equilibrium systems. The main aim of this project is to bridge the gap between those extremely interesting new concepts and algorithms, and complex dynamical systems such as turbulent flows, semi-realistic models of fluids related to climate dynamics, or the long time behavior of the solar system.In order to achieve this goal, we will use macroscopic fluctuation theory, instanton theory, and other analytical methods in order to compute explicitly large deviation rate functions for essential macroscopic quantities (the velocity or density fields). We will also develop and use algorithms specif
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 'Evaluation of Legislation and Related Guidelines on the Procurement, Storage and Transfer of Human Tissues and Cells in the European Union – an Evidence-Based Impact Analysis' in the context of a Seventh Framework call.

assistant: **Objectives**

The Tiss.EU project will analyse the impact of current EU legislation and guidelines on biomedical research which is based on the procurement, storage and transfer of human tissues and cells in and across the European Union. The importance of tissue derived from the human body for biomedical research is ever increasing. In the Theme ""Translating research for human health"" of FP7, the EU actively encourages the networking of human sample biobank initiatives. National differences in the regulation of the handling of these tissues and cells, however, represent a serious barrier for biomedical research in the Member States and associated countries. EU legislation has dealt with these topics but covers mainly clinical application. A EU biobanking directive is still missing. This is a major handicap for translational research involving human samples. The project will evaluate the consequences of current EU legislation and related guidelines, as well as the way they are implemented at a national level, on translational research activities. It will identify regulation deficits and inconsistencies, and create an evidence base for the revision of legislation, if necessary.""
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 'IST for Parliamentarians' (2002-2006).

assistant: **Concept**

The overall goal of EPRI-Knowledge is to support the development of visions and leadership among Europe's national parliamentarians, in the realm of ICTs. EPRI-Knowledge is a 3-year awareness-raising and dissemination project with the following objectives: i) To monitor and to observe the process of diffusion of information and communication technology and the development of knowledge management techniques in 39 parliamentary assemblies of the EU and the NAC. ii) To expose parliamentary decision makers to new technology developments by dedicated small group workshops on future and emerging technologies coming from flagship IST projects, relevant for parliamentarians as well as for society iii) To facilitate knowledge exchange between parliamentarians and parliaments on the use of technology in parliamentary work through the yearly EPRI Conferences, each focused on a main theme designed to reinforce consultation and vision building processes, iv) To disseminate information about IST issues and results to parliamentarians in Europe through reports, web communications and newsletters. The project is structured into three phases, which are designed to - first measure and raise awareness levels of IST among parliamentarians, - then to support key decision makers from this audience in developing visions on IST futures, and - thirdly to assist them in converting these visions into innovative leadership strategies. Each phase will include a study, a workshop and an annual conference, in addition to a range of complementary communications and dissemination activities. The outcomes of this project are expected to be: raised understanding of and interest in IST among parliamentarians, a number of ICT visions and leadership strategies, developed collaboratively by the participating