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 the overall concept, methodology and approach for the project 'Energy-efficient AI-ready Data Spaces' (2021-2027).

assistant: **Concept**

GREEN.DAT.AI aims to channel the potential of AI towards the goals of the European Green Deal, by developing novel Energy-Efficient Large-Scale Data Analytics Services, ready-to-use in industrial AI-based systems, while reducing the environmental impact of data management processes. GREEN.DAT.AI will demonstrate the efficiencies of the new analytics services in four industries (Smart Energy, Smart Agriculture/Agri-food, Smart Mobility, Smart Banking) and six different application scenarios, leveraging the use of European Data Spaces. The ambition is to exploit mature (TRL5 or higher) solutions already developed in recent H2020 projects and deliver an efficient, massively distributed, open-source, green, AI/FL - ready platform, and a validated go-to-market TRL7/8 Toolbox for AI-ready Data Spaces. The services will cover AI-enabled data enrichment, Incentive mechanisms for Data Sharing, Synthetic Data Generation, Large-scale learning at the Edge/Fog, Federated & Auto ML at the edge/fog, Explainable AI/Feature Learning with Privacy Preservation, Federated & Automatic Transfer Learning, Adaptive FL for Digital Twin Applications, Automated IoT event-based change detection/forecasting.The GREEN.DAT.AI Consortium consists of a multidisciplinary group of 17 partners from 10 different countries (and one associated party), well balanced in terms of expertise. The vast majority of partners already have key roles in a number of projects funded under the Big Data PPP (ICT-16-2017) topic, namely BigDataStack, CLASS, Track & Know, and I-BiDaaS and are serving as active members of the BDVA/DAIRO Association, FIWARE, AIOTI, and ETSI. In addition, partners come from a variety of sectors, such as banking, mobility, energy, and agriculture, constituting a representative workforce of their
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 'Building Resourceful and Resilient Communities through Adaptive and Transformative Environmental Practice'.

assistant: **Objectives**

RECOMS will train 15 ESRs in transdisciplinary approaches to support resourceful and resilient community environmental practice, tackling societal challenges (e.g. food, energy and climate change), nurturing the potential of stakeholders and vulnerable groupings to create adaptive and transformative sustainability pathways. RECOMS will increase the mobility of ESRs, enhance their Scientific, Professional, Personal and Transferable Skills and impact on their career prospects as researchers, policy makers, facilitators, consultants, change agents, social innovators and environmental educators. The consortium of 7 beneficiaries and 4 partners comprised of public, private and non-profit organisations allows a comparative approach to studying community resourcefulness across a range of (trans) national settings in 6 EU countries. Fundamental is the coupled social-ecological and critical lens to evolutionary resilience thinking, as complex, dynamic and process based, denoting the capacity of a system to change. RECOMS raises capacities to implement practice-based solutions via 15 research projects, divided along 3 interconnected themes: Unlocking and Empowering; Adapting and Transforming; Collaborating and Connecting. RECOMS addresses EU goals of sustainable and inclusive growth and territorial resource-based development, enhancing social cohesion and social innovation. The joint training organised in training events includes integrated action-based learning, collaborative community practice, and experimenting with an assemblage of visual and creative interactive communication techniques. The joint training is complemented by online reflective learning portfolios, local training at hosting institutes, the job-training via secondments and the support of Specialist Practitioner
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Novel Short Wavelength Quantum Cascade Lasers for HIgh Sensitivity Gas Detection' (QUANTATEC).

assistant: **Innovation**

The overall aim of the work described in this proposal is to create a long-term strategic partnership between Sheffield University, Radboud University, M-Squared Lasers and Sensor Sense in order to develop a new generation of instrumentation for ultra-high sensitivity trace gas detection based on novel, mid infrared quantum cascade lasers emitting in the 3-4 micron wavelength range. The 3-4 micron wavelength range is of key technological importance for a wide range of applications. Many important hydrocarbon species, for example ethane, methane, acetone, formaldehyde and butane and other molecules such as hydrogen halides have their strongest absorption features in this region, and detection sensitivities are therefore maximised. This leads to many potential applications in areas such as clinical diagnostics (breath analysis), process monitoring, control of outdoor and indoor pollution, remote detection of oil and gas deposits and explosives and concealed weapons detection. Consequently, there is very strong motivation for the development of compact, high performance sensing systems in this wavelength range, which will provide major opportunities for wealth creation and enhanced quality of life.This highly interdisciplinary project brings together leading groups with strongly complementary and synergistic expertise in semiconductor physics, infrared lasers, optoelectronics technology, molecular absorption spectroscopy and advanced gas detection technologies. The consortium is thus very strongly placed to make major contributions to EU competitiveness in this increasingly important technological area.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Molecular Uptake Mechanisms controlling Plant Growth' (MUM-GROW) under Horizon 2020.

assistant: **Objectives**

Life on Earth is sustained by plants. Growth and development in the plant kingdom is mediated by the controlled distribution of sugars and the hormone auxin, but we still know surprisingly little about the molecular details of this essential part of fundamental plant metabolism. MUM-GROW will elucidate the molecular mechanism of sugar and auxin transmembrane transport in plants. It moves the frontiers of the field by shifting the focus to molecular studies in vitro allowing structural and biochemical experiments to be performed.Correct plant growth and development is completely dependent on sugar uptake in growth zones (the meristem), and made possible in all plants by sugar transporters called SUCs and STPs. Growth polarity is created by an asymmetrical gradient of auxin mediated by auxin transporters called PINs. Despite extensive research, the molecular mechanisms of SUC, STP and PIN transport remains unknown. If we knew the molecular determinants of their function, it would allow us to predict, augment and possibly modify plant responses to a changing environment.I will address this using a complementary set of methods founded in structural biology to determine the 3-dimensional structures of key players in these transmembrane transport systems. This will be combined with biochemical characterization to address important mechanistic questions and elucidate their molecular mechanism.Understanding the mechanisms that govern plasticity in growth is essential for determining resilience of whole ecosystems. This proposal will lead to a breakthrough in our understanding of sugar and auxin homeostasis, a fundamental part of basic plant metabolism. It has tremendous potential for the societal challenge to secure sufficient food for our global population in a sustainable bal
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 'Innovative highly concentrated Omega-3 Specialized Nutrition Product' (LIFEOMEGA).

assistant: **Concept**

The objective of the project is the industrial and market development of a high concentrated Omega3 EPA nutritional product addressed to improve the health of cancer patients.LIFEOMEGA-cancer can be considered one chemotherapy essential nutrient co-adjuvant by overcoming:1.The deficit of necessary level essential Omega3 EPA fatty acid by one efficient concentration and daily dosage (min 2.2 g EPA per day)2.On a convenient way for the patient overcoming unpleasant fishy taste and with one unique delivery formThe product is protected by IP and constitutes a unique product and solution, not present in the market. Moreover, it is flavourized, and being an emulsion, it can be conveniently delivered in other liquids. These features make the product a complete breakthrough Medical Food in the essential nutrition market, both in Europe and in the USA. Cancer patients receiving chemotherapy will be highly benefitted with LIFEOMEGA product; they can have their treatments (as cancer chemo/radiotherapy treatments) outcomes improved, their length of hospital stay reduced, and their quality of life during and after treatment increased. The high convenience allows the consumption of fewer dosages to achieve the targeted Omega3 levels.LIFEOMEGA has a great potential, as it is estimated that cancer patients recieving chemotherapy unfortunately won't be less than 1 millon / year during the next 11 years, in USA, Spain, France, Germany, UK and Italy.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'innoVation in geOspatiaL and 3D daTA' (VOLTA).

assistant: **Innovation**

Geodata are datasets that have a spatial, temporal and thematic aspect to describe phenomena and processes in time, space and topic. Geodata, or geospatial data, are nowadays collected and produced with various sensors and techniques which provide for images, 3D point clouds, thematic maps, etc. Geodata are used in many Geosciences and for various applications such as urban planning, territorial management, damage assessment, environmental monitoring, 3D city modelling, renewable energy assessment, land registry, heritage documentation, etc. Despite a growing market, a large number of applications, a vast series of publications and various acquisition and processing techniques, there are still many unresolved research questions on the automation of processing procedures, and on how to make them more reliable, powerful and scale-invariant. Moreover, an efficient availability, access and use of geospatial data are often missing. This hinders the growth of new applications and societal welfares. Progress in provision of efficiently and effectively derived 3D geospatial information is thus the key to more comprehensive, faster and better exploitation of geodata, for the benefit of individuals and societies. Last but not least, new occupations are emerging in the geospatial industry which requires capacity building for developing new applications of geospatial technologies. The VOLTA project, through secondments, training activities and networking, will facilitate knowledge exchange and career progresses in the geospatial field. The project will develop innovative solutions to (i) automatically provide metric information from images, (ii) fuse heterogeneous data coming from various sensors, (iii) segment 2D and 3D geospatial data and (iv) process large geospatial datasets 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: Compose a compelling abstract for 'Human skeletal muscle platform for disease modelling and high-throughput drug screening' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Neuromuscular disorders (NMDs) are a collection of pathologies that affect the skeletal muscle (SkM) function and lead to reduced mobility, breathing issues and death. Most NMDs are incurable and existing therapies are generally ineffective. The major contributor for the lack of NMD therapies is the absence of human NMD research models, applicable for the screening and validation of therapeutic candidates. Our goal for this project is to develop an in vitro platform containing highly biomimetic and functional SkM analogues, where NMDs can be modelled with the aim of testing drug candidates, in a reliable, high-throughput (HT), and quick manner. The platform will consist of 96 individual 3D tissue units, generated from the myogenic differentiation of human induced pluripotent stem cells (hiPSCs). To induce biomimetic and mature tissue formation, the platform will combine a unique topographical design with a light-stimulation system for optogenetic control of SkM contraction. Using image-based assays and computational algorithms, we will be able to automatically extract and quantify the SkM phenotypical (e.g. intracellular structure) and functional (e.g. contraction speed/force) parameters. To show NMD modelling ability within the platform, we will knockout BIN1, a gene whose mutated form is involved in the onset of centronuclear myopathy (CNM), a fatal and incurable NMD. The validity of the NMD model as a drug discovery platform will be demonstrated by testing compounds with known therapeutic activity. This proof of concept project will lay the ground work for a spin-off company devoted to HT drug screening for NMDs.The successful development of this platform will provide an invaluable tool for pharmaceutical research, allowing accurate, convenient and cost-effective ide
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 'Robot-Assisted Flexible Needle Steering for Targeted Delivery of Magnetic Agents' (ROBOTAR), addressing dissemination and exploitation.

assistant: **Impact**

Diagnostic agents are currently injected into the body in an uncontrolled way and visualized using non-real-time imaging modalities. Delivering agents close to the organ and magnetically guiding them to the target would permit a myriad of novel diagnostic and therapeutic options, including on-site pathology and targeted drug delivery. Such an advance would truly revolutionize minimally invasive surgery (MIS). Presently MIS often involves manual percutaneous insertion of rigid needles. These needles deviate from their intended paths due to tissue deformation and physiological processes. Inaccurate needle placement may result in misdiagnosis or ineffective treatment. Thus, the goal of ROBOTAR is to design a robotic system to accurately steer flexible needles through tissue, and enable precise delivery of agents by magnetically guiding them to a designated target.There are several challenges: 3D models describing the evolving needle shape are not available, real-time control of flexible needles using 3D ultrasound (US) images has not been demonstrated, and US-guided tracking of magnetic agents has not been attempted. These challenges will be overcome by using non-invasively (via US) acquired tissue properties to develop patient-specific biomechanical models that predict needle paths for pre-operative plans. Intra-operative control of flexible needles with actuated tips will be accomplished by integrating plans with data from US images and optical sensors. Ultrafast US tracking methods will be coupled to an electromagnetic system to robustly control the agents. A prototype will be evaluated using microrobots and clusters of nanoparticles in scenarios with realistic physiological functionalities. The knowledge gained will be applicable to a range of flexible instruments, 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: Draft an impact statement for 'Uncertainty ranges for evaluation of ensemble climate forecasts', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

I propose to join the Department of Statistics and the Centre for the Analysis of Time Series (CATS) at the London School of Economics and Political Science (LSE) for one year in order to contribute to the assessment of the quality of climate predictions. The objective of the project is to develop and to apply a statistical methodology for quantifying the uncertainty of climate model outputs in respect to direct observations. Although this kind of quality check is of fundamental importance for the justification of the use and faith in climate models and its predictions, it has not yet been done and the analysis of uncertainty in climate forecasts remains rudimentary. Just as uncertainty in the initial conditions limits the utility of a single forecast, so model error due to imperfectness in model formulations severely bounds attempts to obtain the 'true' forecast probability density distribution. It is thus suggested to use multi-model ensembles to define a region of model-state space which will contain the verification (i.e. observations) at a certain level of confidence. The volume describing the certainty range is called a bounding box. An expected result of the proposal is a better understanding of model's uncertainties as an important aspect of successful model evaluation. Hence this project will contribute to the huge potential Casino-21 has to raise awareness of the issue of uncertainty in climate predictions in society.
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 high-speed steel advanced tools for dry mechanization' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

Standard HSS generally are not considered suitable tool material for dry machining because HSS has poor deformation resistance. With the proper coating, however, a standard HSS tool may be suitable for the dry cutting of cast iron, steel or aluminium. Coating suppliers are investigating on coating properties, such as good adhesion and layer thickness, that are very important for wear resistance of tools that are cutting dry but it is necessary more research and development of coatings for dry metal cutting because till now the coated HSS tools for dry machining present a high scatter of efficiency and poor repeatability. Nowadays, with this scenario, HSS tools manufacturers are under pressure and they need to improve their tools efficiency for dry machining if they want to stay competitive at the tool industry. This project is focused on HSS tools obtained by powder metallurgy technology, their geometries and coatings for improving their efficiency and life.
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 'New materials for li-ion batteries with reduced cost and improved safety ('PAMLIB')' (PAMLIB), addressing dissemination and exploitation.

assistant: **Impact**

Objectives and problems to be solved: The outstanding characteristics of Lithium-ion technology make it a natural choice for a large number of applications and it appears as a cross sect oral technology in the field of energy storage. For this technology, battery producers and automobile manufacturers alike recognise that the challenges are now related to cost effectiveness and safety issues, the points that will be addressed in the present project together with improvement of performances. The challenging objective for the project is to develop new materials for lithium-ion batteries, in order to reduce the cost and to improve safety under abuse conditions, the most critical issues for a widespread development of this technology in automotive applications. Description of work: The general objective is to develop new materials, which can provide a battery cost lower than 150 EUR/kWh and a safe electrochemistry: these are non-flammable electrolytes and low cost, high performance electrode materials. Technical and cost specifications to be achieved are targeted for each new material to be developed in the framework of this project in order to reach these goals. We will propose innovative solutions through the development of speciality materials. First, non-flammable battery grade electrolytes which will provide a substantial improvement of the thermal and oxidative stability and consequently of the safety at cell level. Second, new low cost lithium metal transition oxide (Ni, Mn) positive materials with controlled particle size will respond to the challenge of adequate calendar life at elevated temperature. Third, high performance graphitised carbons with cost divided by eight with respect to the one presently used. These materials will be used for hybrid vehicle batterie