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: Write the 'Expected Impact' section for the project 'Advanced, Cross-Disciplinary & Integrated Medical Imaging for all Europeans through a Network of Regional Clusters and Development Strategies' (AMI-4EUROPE), addressing dissemination and exploitation.

assistant: **Impact**

Thanks to the developments in Medical Imaging Diagnosis is earlier than ever. Physicians have more information and insight. Care is less invasive and less painful for patients. Access to tests and treatments is easier as imaging procedures are available in convenient settings, such as independent imaging centers. In addition, patient outcomes— from fewer complications to saved lives—are dramatically improved.And we are not at the end of our journey, yet!. The “Next Generation” of Medical Imaging is just here out of the integration and cross-disciplinary use of NanoMedicine, Pharmacological breakthroughs, Biotechnologies for healthcare and ICT combined with standard Medical Imaging evolution.Unfortunately, the healthcare sector is quite diverse and collaboration has been difficult as a result, so the challenge is to build expertise in the development of integrated systems that address unmet clinical needs while providing a solid and consistent network of R&D + Innovation groups. Co-ordination and integration of Research-Driven Clusters under the so called “Triple Helix III approach is a must in order to achieve the growth and competitiveness opportunities that Advanced Medical Imaging brings to the European society.AMI-4EUROPE is to co-ordinate, integrate and set up a newly defined EU-based Value Chain on Advanced, Cross-disciplinary and Integrated Medical Imaging by taking full advantage of all strengths that European stakeholders have while targeting the market niches that are arising as the Next Generation Medical Imaging unfolds itself out of the convergence of Nanomedicine, Pharmaceutical and Biotechnologies for healthcare and taking advantage of the ICT developments.Socio-economic impact at European level will be significant.Sustainability and synergy-searching 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 'Concept and Approach' section for a Horizon Europe proposal on 'Hygge Star Model - a new perspective and application'.

assistant: **Concept**

The focal point of this proposal revolves around an interdisciplinary exploration of the HYGGESTRARMODEL—a comprehensive framework designed to assess self-management motivation within organizational contexts. This interdisciplinary inquiry aims to elucidate various facets of the newly conceptualized HYGGESTRARMODEL, spanning theoretical underpinnings, practical applications, and empirical validation. The project addresses a salient HR and managerial problem of how to efficiently motivate Generation Z to engage and perform in the workplace.  A pivotal component of this endeavor involves the development of a novel measurement instrument, namely the Universal Hygge Star Questionnaire (UHSQ), tailored to capture the multifaceted dimensions of organizational motivation. Strong empirical verification will be conducted within the Bayesian Averaging of Classical Estimates (BACE) framework, in which we can combine some prior knowledge about model distribution and data. Thus, BACE serves as an example of a Bayesian pooling approach, wherein posterior results are averaged over the entire model space . Furthermore, the proposal entails the formation of a cross-sectoral research team tasked with devising test protocols and rigorously validating the outcomes derived from the HYGGESTRARMODEL. Termed as “Hygge Star Model – a New Perspective and Application” (HYGGESTARMODEL), this project aspires to offer fresh insights and practical implications for enhancing organizational motivation and effectiveness.


**Keywords:** Hygge Star Model, motivation, Bayesian Averaging of Classical Estimates
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 'Next-generation navigation technologies for autonomous vehicles' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

One of the concepts that will drive the paradigm change in mobility is the Connected Autonomous Vehicle (CAV). Massive investments on the field and the latest advancements in Artificial Intelligence (AI) and sensors has moved relevant market uptakes for autonomous driving from 2035 to 2020. CAVs are equipped with a huge number of sensors that allow them to understand the environment and act accordingly. However, this technology is superfluous without knowing the location of the vehicle in real time. Technology used to position a mobile device on earth is known as Global Navigation Satellite System – GNSS (e.g. GPS or GALILEO). Despite it seems impossible, currently, there are not any GNSS solution that meet the requirements of vehicle manufacturers for autonomous driving, due to: 1) excessive cost to be implemented at scale (low margin sector) 2) unavailability to provide location updates in real time under hostile GNSS conditions (e.g. urban canyons) and 3) lack of a reliability measure to detect when a location is not accurate enough. At Albora, we have built and patented the Albora Correlation Engine, which uses AI and, in particular, biologically inspired Deep Learning Networks to achieve the performance required by the sector. Moreover, our technology can be embedded on the electronics currently available on autonomous vehicles, allowing us to keep the costs extremely low (no additional HW required!)To exploit our product, we plan to build SW packages of our algorithms and sell licenses through an easy to use API (SW company approach). This model is highly scalable and will allow us to tackle the huge market opportunity. In fact, SW will keep the largest market share for CAV, growing from €0.5 billion at 2015 to €25 billion in 2030. To this end, we need to assess t
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 'eCAP - Ehealth CAPsule for digestive disease diagnostics and therapy' in the context of a Horizon Europe call.

assistant: **Objectives**

eCAP aims to deliver a novel medical device which combines a smart capsule with an e-health platform for better diagnostics, patient empowered disease management and hence, improved outcomes for patients with gastrointestinal (GI) diseases. Our project will create a modular and implantable capsule with multi-sensing capacity that enables GI physiology monitoring for a controlled time period, leveraging the minimally invasive surgical approach of flexible endoscopy. eCAP will use a worldwide ubiquitous smartphone communication standard, together with cloud computing technology and application interfaces to integrate, process and interpret longitudinal physiological data collected by the capsule. The digital platform is designed to improve the accuracy and clinical usefulness of standard test data by incorporating patient reported outcome measures.  The clinician is able to personalize the test for the patient and receive accurate and meaningful results from this multi-stream data input with interpretation aided by Artificial Intelligence. The universality of the eCAP solution will allow dissemination of advanced GI disease diagnostics to patients and doctors worldwide, including low resource environments. During the project, we will demonstrate eCAP?s clinical value and cost savings using gastroesophageal reflux disease (GERD), a worldwide, common, and extremely costly problem, as a clinical target. Clinical evaluation with health-economics analysis will be conducted in France, Ukraine and Kenya, and a specific education program will be developed to train practitioners to use the novel technology. eCAP builds on several years of R&D by our consortium in the field of implantable capsules for GI disease diagnostics. Its ambition is to facilitate a shift in GI diagnostics f
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 'Polarization and conflict' (PAC), addressing dissemination and exploitation.

assistant: **Impact**

The purpose of this multi-disciplinary research project is to promote and coordinate research on the conceptualization, modelling and measurement of polarization and conflict and the links between the two. We aim at contributing to identify the main forces leading to conflict, to provide tools and indicators for early warning, to understand the role of alternative forms of third party intervention such as mediation or arbitration in the reaching of an agreement, and to the design of post-conflict, viable ag reements, including the system of political representation. In order to achieve this task, we will integrate the different approaches that have independently been developed in the different social sciences and will combine models with factual evidence. We expect the outcome be a multidisciplinary understanding of conflict in which the analytical models will be tested against facts.
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 'ASSIST - Support Network for Household Energy Saving' to be submitted under Horizon 2020.

assistant: **Abstract**

ASSIST is a 38 month European ‘market activation - policy orientation’ project to tackle fuel poverty and support vulnerable consumers. It answers the call requirements to actively engage consumers in the energy market and positively change behaviour in relation to energy consumption and to influence design of policy at all levels to tackle fuel poverty issues.Based on the conclusion of the “Energy Citizens’ Forum”, it combines activities that address both energy and social issues as fuel poverty is not only an energy issue nor can it be tackled in isolation of the bigger issue of poverty, it will:Broaden understanding on European fuel poverty incidence and how energy support services are effectively tackling the issue, identify best practice and needs but also provide a baseline against which the activity can be compared to demonstrate its effectiveness and to inform work towards policy orientation.Create an European network and build this by ensuring quality knowledge and skills of the Vulnerable Consumer Energy Advisors (VCEA) with a supportive infrastructure for professional development and experiencing sharing. The VCEA will be in positions of direct contact with the target group in order to help mainstream energy services and, increase access and uptake for the fuel poor.The creation of the VCEA network will also encompass the recruitment of persons with direct experience of vulnerability/fuel poverty, training them to increase their employability skills but, moreover, to maximise on the peer to peer benefits that they can offer in provision of advice .With specialist VCEA and advisory strategic steering committees each nation will undertake target actions to address the specific issue. In this way the action utilises the powerful effect of target group ownership
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 'Ekkono Synthesis: Federated Learning for the Industrial IoT' to be submitted under Horizon Europe.

assistant: **Abstract**

Ekkono is developing a unique product: Edge Intelligence, an Edge Machine Learning framework that conducts learning on super-small, sensor-sized devices, enabling a transition from ‘connected’ to ‘smart’. It is based on over 7 years of university research, and is materially different from other AI solutions that either run in the cloud or can only perform inference onboard of connected things (IoT). Our product trains an individual model on each unit it runs on, learning how, where and for what the unit is used—enabling per-device maintenance, performance & optimization.We are pioneering Edge AI in the emerging Industrial IoT 2.0, specializing in the European industrial manufacturing & automotive sectors.Our ambition is to disrupt the market with our Federated Learning solution, called Synthesis, where individual device models are collected, compared, correlated & combined into supermodels, enabling next-gen sustainability leap & new service-centric business models for product OEMs.


**Keywords:** Predictive maintenance,Edge computing,Federated learning,Machine learning,Industrial IoT,Energy efficient algorithms
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 'The phenomenology of Inflation'.

assistant: **Innovation**

Inflationary cosmology as a theory of the very early universe remains a paradigm in search of a theory in which it is realized in a fully consistent manner.Observationally, we are currently confronted with a wealth of data that seems to confirm the simplest realizations of this paradigm. Theoretically, we are still searching for a convincing realization of inflation that consistently embeds itself into a parent theory that contains the Standard Model as a sub-sector.Requiring the inflationary potential be tuned so that a sufficient amount of quasi-exponential expansion results is a delicate proposition at the loop level inany effective field theory (EFT) that contains the inflaton. To require that these parameters be consistent with efficient reheating to standard model particles is an even more delicate proposition. To consistently realize all possible constraints at the loop level in a model that embeds itself in a purported model of UV completephysics (such as string theory or some low energy supergravity theory) remains the challenge of the day for inflationary model building.In spite of the vast number of models that seem to be degenerate regarding their predictions (with certain assumptions) of the observed properties of the cosmic microwave background (CMB) power spectrum, the next generation of CMB observationsoffers us the possibility of discriminating among these models through their predictions for the higher order moments of the CMB. Furthermore, relaxing some of the simplifying assumptions alluded to above (such as consistently treating heavyfields that couple to the inflaton in an EFT setup rather than truncating them outright) can yield features in the power spectrum that may be detected in upcoming observations.This goal of Inflation-pheno is to initiate
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 'Initiative for Software Requirements Management Best Practice in Embedded Systems and E-Services Organisations' (IMPRESSION) targeting Fifth Framework.

assistant: **Abstract**

The main objective of the IMPRESSION project is to demonstrate the benefits of best practice requirements management in software development for embedded systems & systems for e-business and e-services.This is proposed to be achieved by employing well-founded & established OE but insufficiently deployed in industry OE requirement engineering (RE) methods, techniques and tools in order to improve the practice of early requirements capturing & validation through a number of controlled, limited & well-focused experiments carried out in 9 organisations.The benefits of implementing a RE Best Practice action will be quantified using business oriented Key Performance Indicators, in terms of time to market, reduced maintenance cost, improved quality, and increased competitivenes.Work description:The project workplan is deployed to ensure:co-ordination of all activities towards employing well-founded & established, but insufficiently deployed, requirement engineering (RE) methods, techniques & tools to improve early requirements capturing;validation through controlled, limited & well-focused experiments;continuous interaction between development, dissemination & exploitation & project reviewing activities;maintaining users involved throughout the project for continuous evaluation & market orietation.The workplan is organised in the following workpackages:WP1 - Project startup establishes the project baselineWP2 - Implement Systematic Performance MonitoringWP3 - Requirements Maturity AssessmentWP4 - RE techniques & tools SelectionWP5 - Uers TrainingWP6 - Pilots Settings Configuration & ImplementationWP7 - Operating Pilots/Measurement & evaluationWP8 - Dissemination of resultsWP9 - Project managementMilestones:M1: Delivery of Project Quality Manual, month 2M2: Yardsticks definitio
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 'Isotope iMAGing for Ice Core Science' to be submitted under Horizon Europe.

assistant: **Abstract**

The ""Isotope iMAGing for Ice Core Science"" (IMAGICS) project aims at pushing the resolution of water stable isotopes analysis of ice cores down to the millimiter-scale for detecting fast and abrupt climate signals imprinted in the 3D isotopic features of the ice. Recent studies on shallow cores and on snowfalls showed large variability of the snow isotopic composition during buildup of the snowpack. Such spatial and temporal features are then archived in the cross sectional and longitudinal components of the ice core. However, there are no published attempt aimed at investigating whether and how different climate conditions imprint both the horizontal and vertical isotopic composition variability of ice cores. Indeed, such high-resolution features can't be detected with current state-of-the-art techniques like Continuous Flow Analsys coupled to Cavity Ring-Down Spectroscopy (CRDS), because the analysis can be performed only on the longitudinal component of the core with limited resolution. Instead, an innovative combination of CRDS and the micro-destructive technique Laser Ablation (LA) can be used to probe the isotopic composition of the ice both vertically and horizontally. An important feature given by LA is that almost the entire sample can be retained after analysis, allowing preservation of the ice for future analysis. IMAGICS will bridge CRDS and LA technologies to develop  an innovative analytical framework to study ice cores. After an initial phase focused on coupling optimisation between the instruments, the project will be focused on detecting spatial features of the isotopic composition of real ice core samples from different historical periods. The results of IMAGICS will not only impact on the glaciology and paleoclimate research communities, by providin
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 'Smart universal beam forming' (SUNBEAM), addressing dissemination and exploitation.

assistant: **Impact**

Main Objective The objective of the project is to develop innovative base station array processing architectures and algorithms for UMTS that are sufficiently flexible to support a range of different second and third generation air interface standards. Technical Approach This project builds on the work of TSUNAMI-II (AC020). It is based on conducting field trials of adaptive antennas, using prototype equipment in a real mobile network. The first few months define the project's requirements. Mobile operators' requirements and the groundwork of the architectural definitions, including the system design choices and algorithms suitable for W-CDMA, will be completed. Experiments and simulations will be carried out to allow architectural decisions to be made and the top level system design to be performed. Propagation measurements will be conducted in Aalborg (Denmark) and will be focused on developing the channel models required for the Adaptive Antenna technology baseline architectures in a realistic deployment. In order to achieve all the beamforming capabilities, studies will based on the information pertaining to different air interface and the additional signalling needed to complete all the process. Important requirements set by Adaptive for the UMTS BSS, using the present wireless systems, are determined. Joint multi-user detection techniques for the seamless incorporation into W-CDMA will be studied, and the maximum performance in terms of interference cancellation will be investigated. Summary of Prototype The project will undertake prototyping of adaptive array processing software radio modules on a real-time platform. The aim of this task is to assess the use of the software radio concept for the implementation of adaptive antenna in base stations. Accordingly, th