RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'Ancient genetics (AGENT): Capturing signatures of nutrient stress tolerance from extant landraces to unlock the production potential of marginal lands' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The goal of this project is to exploit ancient Northern European landraces and improve the ability of the important cereal, barley, to acquire and utilize nutrients from the soil more efficiently. Climate change pressures and degradation of arable lands are expected to increase the need to produce feed and food even in unfavorable environments, such as marginal soils with inherent nutrient limitations. Thus, it will be a major breeding focus to select traits associated with enhanced crop robustness in order to secure the future demand for plant products. In this context, recent work has demonstrated a superior capacity of Northern European barley landraces, adapted to marginal soils, to acquire and allocate essential micronutrients. This project aims to advance our knowledge of adaptive traits conferring nutrient use efficiency. This will be achieved by bridging disciplines of plant genetics and plant nutrition, not only by unravelling functions of individual genes, but also by capturing the compensatory adjustments at the transcriptome and molecular physiology levels, preserved in landraces but seemingly lost from modern elite cultivars. The overall scientific objective is to identify the genetic control of nutrient stress tolerance, and specifically to: (i) use exome capture sequencing to identify candidate genes involved in nutrient deficiency tolerance; (ii) study the transcriptional responses of these genes under nutrient stress and their dynamics with time after stress recovery; (iii) describe in detail the physiological responses contributing to improved nutrient stress tolerance of major cereal crops. The proposed project will deliver quantitative information and a predictive understanding of nutrient stress tolerance and will provide new breeding material. The
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-hazard and risk informed system for Enhanced local and regional Disaster risk management' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

This project will develop a decision-support system (DSS) for disaster risk management by considering multiple interacting natural hazards and cascading impacts using a novel resilient-informed and service-oriented approach that accounts for forecasted modifications in the hazard (e.g., climate change), vulnerability/resilience (e.g., aging structures and populations) and exposure (e.g., population decrease/increase). The primary deliverable from MEDiate will be a decision support framework in the form of service-orientated web tool and accompanying disaster risk management framework providing end users (local authorities, businesses etc) with the ability to build accurate scenarios to model the potential impact of their mitigation and adaptation risk management actions. The scenarios, which can be customised to reflect local conditions and needs (e.g., demographics, deprivation, natural resources etc), will be based on a combination of the historical record and future climate change projections to forecast the location and intensity of climate related disaster events and to predict their impacts, including cascading impacts, on the vulnerability of the local physical, economic and social systems. The scenarios will allow end users to evaluate the potential impact of different risk management strategies to reduce vulnerability and enhance community resilience. The project will consist of analysis of relevant data and co-development with testbed decision-makers of a DSS to enable more reliable resilience assessments, accounting for risk mitigation and adaptive capabilities, to be made, therefore reducing losses (human, financial, environmental etc) from future climate-related and geophysical disasters. The project will involve a multi-disciplinary team of geophysical and
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 'INTELLIGENT TESTING STRATEGY FOR ENGINEERED NANOMATERIALS' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The background, concept and objectives of ITS-NANO are straight forward. The volume of information on hazard characterisation of ENM is increasing fast. In parallel with the scientific development, regulation orientated initiatives are also taking place to identify needs.The ITS-NANO concept is 1: Gather targeted all scientific evidence, by literature search and communication with leading scientists. 2: Develop an initial assessment (document) of the available knowledge and the gaps, focussed on identifying knowledge level as how to develop an intelligent approach to grouping ENMs based their properties and their subsequent biological impacts in order to intelligently design next-generation nanosafety evaluation and risk assessment strategies. 3: Assemble stakeholders for presenting the initial assessment, having a dialog on how this relates to their aims/needs and how to make a consent driven strategy forward that ensures communication. 4: Revise the initial assessment document with the input from the stakeholder sent around for commenting, presenting the next draft for a smaller group for final commenting. 5: Publish it.
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 'Intelligent Automated System for detecting Diagnostically Challenging Breast Cancers' in the context of a Horizon 2020 call.

assistant: **Objectives**

In this project, Dr. Ignacio Alvarez Illan proposes to develop a novel automated diagnosis system that supports the radiologist in the breast cancer diagnosis in Dynamic Contrast Enhance-Magnetic Resonance Imaging (DCE-MRI) by including critical components of the radiological work-flow such as motion compensation, segmentation and diagnosis of breast tumours. The expected results of this interdisciplinary project will definitely have applications and impact in the European society and its health and the overarching goals of the '2020 Vision for the European Research Area’. Specifically, improving diagnosis of major diseases such as breast cancer is a research priority in the European Union. The main goal and overall objective of this project is to develop computer aided diagnosis (CAD) methods, and image processing techniques to improve diagnostic accuracy and efficiency of cancerrelated breast lesions. Non-mass-enhancing lesions exhibit a heterogeneous appearance in breast MRI with high variations in kinetic characteristics and typical morphological parameters, and have a specificity and sensitivity much lower than mass-enhancing lesions. For this reason, new segmentation algorithms and kinetic parameters can be potentially used as an alternative to the methods for mass-enhanced lesions. To develop and implement CAD methods and image processing techniques, three different research objectives are presented in this project. They include basic research, strategic research, applied research and transfer of knowledge: i) Develop non-rigid registration and segmentation techniques to incorporate spatial variations in temporal enhancement. ii) Develop kinetic feature descriptors to quantify significant differences between the benign and malignant lesions. iii) Develop and vali
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 'Facile Oxygen Consumption Assay for Lacteal Industry and Spoilage Evaluation' under Horizon 2020.

assistant: **Concept**

Nowadays, there is a big concern about food safety as unsafe food containing harmful bacteria, parasites, moulds and yeasts or chemical substances, causes more than 200 diseases, ranging from diarrhoea to cancers. World Health Organization estimated that 600 million worldwide, fall ill after eating contaminated food and water and 420,000 die every year, resulting in the loss of 33 million healthy life years. Diarrhoeal diseases are the most common illnesses resulting from the consumption of contaminated food, causing 550 million people to fall ill and 230,000 deaths every year. In addition, dairy products and specially milk can be contaminated with pathogen microorganism and produce customer disease. Monitoring the microorganism in dairy products would benefit public health, reducing foodborne diseases. The current technologies used for microbial detection are time-consuming (8 days) that generate an increase of the stock and storage cost and their manipulation is complex. In response, we at OXOBROBICS BIOSCIENCE have developed FOCALISE (facile oxygen consumption assay for lacteal industry and spoilage evaluation) microplates capable of performing a fast (2-3 h), high accurate, simple detection, non-cytotoxic, high sensitive and repeatability process of different type of microorganisms in dairy products and water. The FOCALISE multi well plates are preloaded with a fluorescent probe that is sensitive to the concentration of oxygen released to the medium by microorganisms allowing in a user-friendly and cost-effective manner the accurate detection of pathogens. Before the microplate achieves the market, we need to improve its development and do a business plan. Thus, in Phase 1 we aim to run a Feasibility Study that helps us to plan all technical, commercial and financia
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 'Inclusive Cultural Heritage in Europe through 3D semantic modelling'.

assistant: **Innovation**

INCEPTION realises innovation in 3D modelling of cultural heritage through an inclusive approach for time-dynamic 3D reconstruction of artefacts, built and social environments. It enriches the European identity through understanding of how European cultural heritage continuously evolves over long periods of time. INCEPTION’s Inclusive approach comprises: time dynamics of 3D reconstruction (‘forever’); addresses scientists, engineers, authorities and citizens (‘for everybody’); and provides methods and tools applicable across Europe (‘from everywhere’).INCEPTION solves the shortcomings of state-of-the-art 3D reconstruction by significantly enhancing the functionalities, capabilities and cost-effectiveness of instruments and deployment procedures for 3D laser survey, data acquisition and processing. It solves the accuracy and efficiency of 3D capturing by integrating Geospatial Information, Global and Indoor Positioning Systems (GIS, GPS, IPS) both through hardware interfaces as well as software algorithms.INCEPTION methods and tools will result in 3D models that are easily accessible for all user groups and interoperable for use by different hardware and software. It develops an open-standard Semantic Web platform for Building Information Models for Cultural Heritage (HBIM) to be implemented in user-friendly Augmented Reality (VR and AR) operable on mobile devices.INCEPTION collaborative research and demonstration involves all disciplines (both social and technical sciences), technologies and sectors essential for creation and use of 3D models of cultural heritage. SMEs are the thrust of INCEPTION consortium that will bring the innovation into creative industries of design, manufacturing and ICT. The Consortium is fully supported by a Stakeholder Panel that represents an
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 'Sustainable resilient data-enabled offshore wind farm and control co-design' (SUDOCO).

assistant: **Concept**

Wind energy is crucial for realizing climate neutrality, energy independence, and energy security. With the increased penetration of renewables in the electricity grid, there is a strong need for control technology to determine the number of electrons to produce and their destination (e.g., grid, storage, hydrogen) for maximum value to the energy system. Whereas the technology available on the market exclusively maximizes the energy yield, the future lies with optimization for cost of valued energy (COVE), which considers energy security, storage, fluctuating electricity prices, turbine component wear, and turbine lifetime. Therefore, SUDOCO will develop open-source technology for resilient, and data-enabled offshore wind farm control and co-design. We will use key aspects and insights in wind farm operation to develop the Control Room of the Future that will allow operators to control wind farm output and loads by minimizing the COVE. SUDOCO will combine novel dynamic control algorithms, hybrid physics-based and data-driven models for the design of physical farms considering their governing control laws, which are safeguarded against adversarial threats and third-party fraud. Our data driven integrated control tool chain will be trained, validated and optimized using several high-fidelity datasets. These include data from full-scale dedicated wake steering control experiments performed at the 69 11-MW turbines in the Hollandse Kust Noord wind farm. We will also perform unprecedented wind farm control experiments with scaled wind turbine models in the largest boundary layer wind tunnel in Europe.SUDOCO will target a COVE reduction of 10%, and includes means to minimize environmental impact as well as address the variability of the wind resource. SUDOCO will deliver the
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 2020 proposal for the project 'Virtual Component and System Integration for Efficient Electrified Vehicle Development'.

assistant: **Objectives**

The major challenge the European automotive industry is currently faced with is the 2020 CO2 fleet emission target of 95g/km and the envisaged further reduction of the CO2 emission limits in the European Union for the period after 2025. The European OEMs are also challenged by meeting Euro 6 tail pipe emission standards while already developing powertrains that need to fulfil future Euro 7 emission limits. In addition, the change of the emission test drive cycle from NEDC to WLTP and the implementation of real-driving emissions (RDE) imposes additional challenges onto the European car industry. The effort to meet the future fleet CO2 emission limits has been leading to the need for introduction of a broad range of electrified vehicle configurations into the portfolio of the European OEMs. Besides the increased development effort related to the electrified powertrain system itself, electrification also results in more derivatives from the standard platforms and vehicle models, which further increases the development effort and costs.An electrified powertrain is a highly complex mechatronic system, and meeting all functional and performance requirements efficiently demands a highly integrated development approach. Micro- and mild-hybrid architectures add moderate complexity to the conventional powertrain, however, the further step towards heavy electrification, aimed at a largely improved overall energy efficiency and unconditional emission legislation compliance under RDE conditions, requires advanced design and optimization methods and tools to master the related development challenges.This is exactly where the VISION-xEV project aims at providing its scientific and technical contribution: to develop and demonstrate a generic virtual component and system integration fra
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 'Lebanon-Europe ""on boarding"" to innovate and enhance research links in health""' (2007-2013) targeting Seventh Framework.

assistant: **Abstract**

The 30-month LEB’IN project gives Lebanon the possibility to improve the research activities of their highest quality in the FP7 thematic priority “Health”, through twinning activities between one of the leading Lebanon scientific and educational organisations Saint-Joseph University, with their long term partner the Aix-Marseille University , located in Marseille (France). The S&T specialist (inno), an international S&T collaboration expert and experienced FP7 coach and trainer for the scientific organisations, will provide methodological, coaching and training support to the project. Berytech,a Lebanese business incubator, will provide input for alaytical work and health workshops.A coherent development strategy for USJ will be prepared, based on SWOT analysis and on the socio-economic analysis on a Lebanese, regional (Mediterranean) and European level. A joint research plan will be then agreed by the twinned partners and a plan for strengthening of collaboration research links between USJ and other EU research organisations will be set up and implemented.The objective of this proposal is to establish a framework of cooperation between USJ in Lebanon and AMU in France under the umbrella of FP7, INCO- ERA and to offer the USJ students, faculty members of this university and other educational institutions in neighbouring countries the possibility to perform research in adequate levels of HEALTH. This project aims to strengthen cooperation and research capacities of Lebanon prominent research centre, USJ, bringing them at the highest level.It will also include several main types of activities, thus forming a coherent plan for improving the USJ’ capacities in a number of fields relevant to the FP7 Thematic Priority “HEALTH”:•Twinning activities•Large-scale networking & br
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 'Centre of excellence for multi-scale biomolecular modelling, bioinformatics and applications'.

assistant: **Concept**

Complex bimolecular processes occur in different spatial and temporal scales - ranging from microscopic (subatomic and atomic), trough macroscopic (macromolecular), up to macroscopic (sub cellular and cellular). Our interdisciplinary research groups will be developing a number of computational, multi-scale molecular modelling models and computational tools. Novel methodologies will also be adapted from other research areas. The developed models, along with the bio informatics approach (genomic and polemics), should be able to describe a larger class of key bimolecular systems and processes, including molecular recognition processes, enzymatic phosphorylafion and/or ATP-dependent structure formation, as well as the kinetics of metabolic pathways. Collaborative work, theoretical and experimental, should lead too much more reliable knowledge and practical applications. A program for international interdisciplinary conferences, workshops and educational mini-symposia is proposed. The novel, user-friendly modelling tools will be provided on our server within Inez European grids (EUROGRID, GRIP and possibly others).
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 'Synchrotron microanalysis: accurate elemental analysis on the microscopic level (MICRO-XRF)' (MICRO-XRF) targeting Fifth Framework.

assistant: **Abstract**

This project investigates the comparability and traceability of multi-elemental chemical analysis at the ppm or sub-ppm level in micro-m-sized samples (existing CRMs are heterogeneous at this scale). Microbeam synchrotron radiation XRF (m-SRXRF) will be developed as a primary analytical method and used as certification / reference for other 'beam type' methods and for the development of new CRMs. The project is based on the continued development of numerical modeling techniques for simulating x-ray/matter interactions and their comparison with measurements using 2 micro-SRXRF instruments to be developed. The project includes the micro-characterization of existing CRMs, intercomparison of micro-SXRF with other techniques (SIMS, XPS, PIXE, AES) and feasibility studies for a new generation of CRMs for microscopic analysis. The project will result in the establishment of new EU networks for microbeam analysis and possibly the elaboration of new protocols.