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 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'I4MS Tools and Technologies for Transformation'.

assistant: **Innovation**

I4MS Tools and Technologies for Transformation (I4MS4Ts) contributes to I4MS ecosystem structuration and visibility. It collaborates with Innovation Actions, Digital Innovation Hubs and other related networks (SAE, EFFRA, EIT Manufacturing, Blueprint for Sectoral Cooperation on Skills: etc.) to solve the challenges faced by tech suppliers and public bodies (innovation support/economic development agencies) when trying to accelerate digital take up by manufacturing SMEs and midcaps in Europe. While sustaining and enhancing the work done in previous I4MS Phases, I4MS4Ts will contribute to a more efficient, collaborative and clustered ecosystem structure and will make use of best practises from early adopters to reach the late majority of manufacturing SMEs. The CSA will: (1) provide I4MS Innovation Actions and network of DIHs with tools (raise awareness materials, brokering support, community engagement activities) to convey their value proposition and attract manufacturing SMEs/midcaps, particularly those from underrepresented regions and/or sectors; (2) put together I4MS offering (IA/DIHs demonstrators, tech & business services, trainings) and share it under an evidence-based approach (impact in competitiveness, best practises); (3) maintain and enlarge an engaged community and provide I4MS with a strong communication and dissemination platform under a joint brand. This work will contribute to solve I4MS challenges, increasing sectoral and regional coverage of the initiative and encouraging national/regional financing entities to dedicate resources to support most promising Application Experiments and to consolidate I4MS work locally. A lean consortium of 3 expert entities (FBA, MWCapital, TEC) will guarantee a smooth connection with previous Phases of I4MS and other in
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon Europe proposal for the project 'Analytical platform for non-invasive diagnosis of LIVEr disease'.

assistant: **Objectives**

Non-alcoholic fatty liver disease (NAFLD) is a disease of alarmingly increasing prevalence, associated with metabolic and cardiovascular complications and morbid mortality. The disease spectrum covers from a simple steatosis to non-alcoholic steatohepatitis (NASH). With estimated 25% of  population having NAFLD, it makes it the most common liver disease in the world. While diagnosing and stratifying NAFLD and NASH is of high priority to identify subjects with increased risk for cardio-vascular complications, the gold standard of current diagnostics is an invasive liver biopsy. Recently discovered extracellular vesicles (EVs) have shown high potential to become novel  source of non-invasive biomarkers as they are loaded with the same molecular information as their parental cells (proteins, metabolites, RNAs). Molecular information of liver-derived EVs could be a great source of liver specific biomarkers, that are obtainable in circulation and are suitable for non-invasive diagnostics. However, analysing biochemical/omics profiles of tissue specific EVs in biofluids is an unsolved challenge and has not been realized in routine clinical diagnostics yet. In this project ALIVE we propose to develop a technology capable of isolating cell and organ specific EVs from biological samples and perform their omics analysis and to apply this technology in the proof-of-concept investigation of potential biomarkers of liver disease in blood. ALIVE is a great opportunity for the experience researcher Dr. Andrea Capuano to gain new technical and transferable skills, exchange knowledge with the host, an innovative European startup EXIT071 and secure a leadership position in innovative ecosystem of Europe.


**Keywords:** extracellular vesicles, exosomes, mass spectrometry, liver disease
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 'From Nano Test Tube to Nano Reactor: Visualisation, Manipulation and Synthesis of Molecules at Nanoscale', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

High aspect ratio (quasi-1D) nanostructures have potential to revolutionise the way we use, make and study molecules. This ambitious project is designed to enable characterisation and manipulation of molecules at a single-molecule level, visualisation of mechanisms of chemical reactions in real space and time, and synthesis of molecules within nano-sized containers. Understanding interactions of molecules with nanostructures of different types (nanofibres, nanotubes) and different chemical composition (carbon, bron nitride, titanium dioxide) forms a fundamental core of this project, as the 1D nanomaterials will serve as structural and functional bridges between the molecular world and the macro world. This project opens up new broad horizon for molecular disciplines, such as organic chemistry, molecular physics and the science of nanomaterials. Molecules possessing optical (polyaromatic hydrocarbons, complexes of transition metals and lanthanides), magnetic (single-molecule magnets, free radicals) or redox (metallocenes, molecular wires, tetrathiafulvalene) properties wired to 1D nanostructures will be delivered for next generation of electronic devices, harnessing functional properties of individual molecules for a variety of applications ranging from ultrasensors to quantum information processors. This project will help to establish a precise control of geometries and orientations of extended molecular arrays urgently needed for nano-device applications. Understanding of how molecules interact with 1D nanostructures and how they react with each other when confined within nano-reactors will give a new powerful set of tools to control the direction, selectivity and kinetics of chemical reactions. Methodology of molecular confinement at the nanoscale developed in this pr
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 Fourth Framework proposal on 'REHABILITATION AND MODERNISATION OF SHP KIRNACH'.

assistant: **Innovation**

Aim of the project is to demonstrate the rehabilitation and modernisation of the existing low head run-of-river SHP Kirnach by replacing two old Francis-turbines by one innovative Kaplan-S-Tube turbine; The new turbine will be equipped with a five-blade-runner which allows to increase the efficiency considerable. The new" hydro will run fully automatically. After rehabilitation and modernisation the SHP Kirnach will generate power for decades without polluting the environment.Technical data :number and type of turbines : 1 Kaplan -S-Tube turbinenet head : 7,0 mrated discharge : 2,5 m?/smax.capacity : 160kWestimated annual energy production : 801.435 kWhThe results after realisation of the project are :- Optimized energy production without polluting the environment- Protection of environment and increased lifetime of the equipment by using special material and bearing techniques.- Marketing of proposed technique for the rehabilitation and modernization of numerous existing old small hydro in whole Europe.The existing small hydro-electric power plant was buillt in 1920. It is equiped with two Francis turbines with an electrical capacity of 110 kW together. Both turbines drive one generator. The whole unit has reached the limit of endurance.The plant was approached by the Beziksamt Marktoberdorf on march 9th. 1920. The approval is not restricted and valid for the rehabilited and modernized plant as well.After rehabilitation and modernisation of SHP Kirnach it will run with a new five-blade Kaplan-S-Tube turbine. the head and the discharge are fixed by the apporach of the bezirkamt Markt Oberdorf from 1920. The five blade impeller is the first used in similar applications.Furthermore an impeller with an improved geometry is used. This new geometry will improve operation in
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 'The Podcast Search Engine' (MIXTAPE), addressing dissemination and exploitation.

assistant: **Impact**

Podcasts have seen in the recent years a steady increase in numbers, both in terms of listeners and content providers. In spite of their increasing popularity there are currently no effective ways of finding podcasts based on specific interests (i.e. keywords or more complex queries)  and we understand that now is the right moment to innovate this area. With this proposal and the work to be done by the Innovation Associate (IA) we want to solve the problem of podcast discovery by providing the first advanced search service for podcast content that leverages the state of the art machine learning and data analysis techniques in order to analyse and index podcast content. In this way we enable for the first time the listeners to find and discover the content that matches their topic of interest and allow them to create Podcast Mixtapes for the different situations (similar to traditional cassette mixtapes). Our ambition is to become the reference search engine for podcasts (i.e the “Google” for podcasts).The IA that will develop further our company’s content analysis capabilities and include speech processing and natural language understanding in our content platform with a dedicated application use case around search of podcast content. These are key enabling technologies for future media-rich applications, like the ones developed by our company and therefore we need an experienced researcher in this field to trigger the next generation of product innovation on our side. The IA will also be at the core of the exploration of the innovation idea, guiding it as an innovation project towards an exploitable market product. The company is able to provide the IA with training in the area of web software development and operations (DevOps), a very sought after skill in the labour
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 'Development of a metal-based MEMS technology for realising tunable/switchable RF modules for wireless applications' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

Innovation in wireless communication systems has triggered research into the application of microelectromechanical systems (MEMS) in RF circuits (RF-MEMS). Use of MEMS components, which makes the RF modules tunable, has two major advantages:1) integration with other (passive) RF components in one process becomes possible; this will lead to further miniaturisation.2) MEMS components outperform their discrete solid-state counterparts in several key parameters. The aim of the MEMS2TUNE project is to bring the RF-MEMS from laboratory-scale experiments to production-worthy prototypes. To make this happen, several issues like reliability, reproducibility and integration have to be addressed in the project. Furthermore, because of the presence of movable parts in the MEMS components and a need for hermeticity, new (wafer-scale) packaging concepts have to be developed. The necessary adaptations of the design and manufacturing process are also involved in this project.Objectives:To develop a metal-based MEMS technology platform for tunable RF modules for wireless communication applications up to 6 GHz.Sub-objectives:Tunable/switchable RF modules consisting of reliable RF components, among which: variable MEMS capacitors, high-Q inductors, fixed capacitors, MEMS switches and transmission lines integrated on one substrate. The constituent RF-MEMS components as well as two prototype modules will be developed. Wafer-level packaging for the constituent MEMS components will be developed. The modules should allow hybrid integration of active components and be compliant with present packaging and assembly technologies. Reliability of the constituent MEMS components will be tested and improved, to fit the requirements of commercial applications. The module (and constituent components) sh
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 'COoperative transmission and crOss-Layer techNiques for sEcure wireless Sensor networkS' (COOLNESS).

assistant: **Concept**

During the last decade we have witnessed an intensive growth of digital wireless and mobile communications systems. Among the different wireless technologies, Wireless Sensor Networks (WSN) have emerged recently as a new networking environment that provides end users with intelligence and a better understanding and interaction with the environment.  Because of their wide variety of applications we envision that, in the near future, wireless sensor networks will become an integral part of our lives.  The present project is embedded in one of the most challenging innovation paths, affecting in a convergent mode both Wireless Communications and Information Technology. The main objective is the transfer of knowledge between the industrial and the academic partners of the consortium in fields and technologies where they are specialised.  The main objectives of the research project include: * Definitions of a protocol stack architecture able to accommodate a rich variety of sensor devices and applications. * Propose Cross-Layer techniques that can be used in order to enhance the efficiency of WSN. * Propose new efficient cooperative protocols network coding schemes for WSN. * Propose effective, efficient and resilient security techniques to protect the Cross-Layer algorithms and cooperative protocols. * Adapt the all the proposed protocols and algorithms to the requirements of healthcare applications. * Develop a prototype for demonstrating and validate the feasibility of the proposed approaches.  * Dissemination of the project results contributing to technical journals and conferences in the course of the project lifetime.
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 Fourth Framework proposal for the project 'Supplier evaluation and exploitation of Delphi'.

assistant: **Objectives**

Mathematical Reduction techniques will be evaluated, i.e. methods for generating 'compact' thermal resistor networks by mathematical reduction of a 'detailed' finite-element or finite-volume thermal model of the part.The 'detailed' thermal models are itself experimentally validated by the following methods for measuring the junction temperature of a chip package under well-defined boundary conditions:- Double Cold Plate Method - a measuring system where the part is clamped between two temperature-controlled cold plates.- Submerged Double Jet Impingement Method - a measuring system where the part is immersed in a fluid and subjected, on both sides, to impinging fluid jet streams.The ultimate beneficiaries of SEED are the equipment manufacturers, who can build more reliable electronic equipment if the component manufacturers supply validated thermal models of their parts.The thermal precision needed to design out the functional and reliability failures that can result from component overheating requires accurate, validated thermal models of the critical electronic parts used in the design. The DELPHI project (ESPRIT 9197) has therefore developed a technology for the characterisation of the thermal behaviour of single chip packages.In the SEED project three electronic component manufacturers (Philips Semiconductors, Siemens and SGS Thomson) will evaluate this technology. The results will be disseminated on a wider scale, and steps will be initiated for the industrial adoption of the new methodology.The co-ordinating partner Flomerics is an SME tool vendor that develops and markets software (FLOTHERM) for thermal analysis at package-, board- and system-level.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain the overall concept, methodology and approach for the project 'The role of social cognition for mental health' (DevSocMH).

assistant: **Concept**

Mental health problems affect approximately 12% of children and have dramatic consequences at the individual and societal level. This mental health crisis is rapidly worsening as a consequence of the pandemic. Understanding mechanisms contributing to mental health outcomes is critical to identify children at risk of unfavorable mental health outcomes and to devise targeted and effective interventions. Since precursors of mental health problems manifest in childhood as altered social behavior, my research project aims to uncover developmental pathways to altered socio-emotional behavior in preschool children. First, I aim to identify cognitive processes underlying socio-emotional behavior that can be directly targeted in interventions. To this end, I propose to study the relationship between social cognition and socioemotional behavior in preschool children. Even though the relationship has been established in older children and adolescents, we lack research focusing on infancy and early childhood. Evidence of this relationship earlier in life promises to have important implications for clinical interventions. Second, I aim to help identify a neural marker of altered behavior that can be leveraged for early detection of at-risk individuals. To this end, I propose to use neuroimaging (functional magnetic resonance imaging or fMRI) to measure the brain network underlying social cognition and examine its association with socioemotional behavior. A critical novel aspect of my work is that I will validate the use of a portable neuroimaging technique (functional near infrared spectroscopy or fNIRS), which can be more easily deployed in clinical practice for early detection strategies.


**Keywords:** fNIRS, MRI, fMRI, socio-emotional development, social cognition, preschool ch
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 'Efficient infinite-dimensional optimization over measures' under Horizon Europe.

assistant: **Concept**

Optimization over probability measures has become a powerful approach for solving complex problemsthat involve probabilistic modeling. Advanced by the PI and collaborators, it extends finite-dimensionaloptimization to the infinite-dimensional space of probability measures. This framework provides a princi-pled way to address in particular the task of sampling, that refers to the process of drawing samples froma complex probability distribution, either to approximate it or generate new data. In Bayesian machinelearning for instance, we can model uncertainty of the predictions by sampling a model’s parameters.Similarly, in generative modeling, sampling is crucial for producing new data such as images or text.Existing methods struggle with complex measures, are difficult to evaluate, and are limited to Euclideanspaces, making them unsuitable for infinite-dimensional ones like functions or operators. Also, their lackof computational efficiency limits their use in sequential sampling tasks. My goal is to create a unifiedframework to design and evaluate efficient methods for sampling measures over general spaces.Central to my approach is the use of tools from optimal transport and information geometry, which willhelp compare measures and design optimization dynamics. OptInfinite will advance optimization overmeasures by addressing two key challenges: 1) developing optimization objectives and geometries suited tothe space of measures over general (possibly-infinite-dimensional) spaces to design tractable schemes andmetrics, and 2) learning to solve advanced optimization problems, such as sequences of optimization tasks.This framework will yield novel sampling methods, whose efficiency can be evaluated using optimizationtools. It will also enable to compare measures and reveal