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 the novelty, innovation potential and advance beyond the state of the art for 'INNOVATION HUB FOR SURFACE AND COLLOID BIOLOGY RESEARCH' (SurfBio).

assistant: **Innovation**

Novel material’s design is a geopolitical challenge to provide safe, sustainable and cost-efficient industrial products; once in the environment, they face their (intended or not) exposure to biotic factors as microbial cells, which can cause high economic burdens.Research in the cell-surface interaction field is being addressed from either a biological or a materials science perspective, usually with limited outputs due to the complexity of this topic. The application of both, state of the art spectroscopy and microscopy analytic technologies, microbiology and systems biology tools to study microbial-surface interactions can lead to a better understanding the processes occurring at their interface, which will contribute to provide ad-hoc solutions for materials design with enhanced properties, such as more durable materials (reducing losses), improved antimicrobial surfaces (health sector) or better microbial supports to increase the productivity of bioprocesses (pharma, food, agriculture). The JSI’s excellent track in basic and applied multidisciplinary research areas, particularly in the combination of physical, chemical and biological processes influencing the environment and human affairs. SurfBio research package (spectrometry, imaging, smart biocarriers, nanoparticles characterization, microbiology, systems biology and bioinformatics), will reinforce JSI to successfully address the interdisciplinary of the topic.Thus, JSI will  lead an emerging discipline, coordinating expert institutions in synergistic fields, finally launching an Innovation Hub to provide research services and assessment to material designers and biotechnology researchers, academy, industry or policy makers. Twinning call matches the needs of the Slovenian research to boost their potential 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 'From Sunlight to Heat on Demand: Azo-Switches for Efficient and Robust Molecular Solar Thermal Fiber', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Molecular solar thermal (MOST) materials, capable of harvesting solar energy and releasing it as heat on demand, hold great potential for personal thermal management (PTM), especially in wearable fabrics. However, creating MOST fabrics that can efficiently capture natural sunlight, achieve high energy-storage capacity, and maintain long-term stability remains challenging due to the narrow absorption range, low energy density, and leakage risks of current materials. This project aims to establish a zero-emission, wearable MOST energy storage platform for PTM. Its overarching goal is to design, synthesize, and demonstrate a new generation of robust azobenzene-based photoswitches and fiber-integrated devices capable of capturing natural sunlight, storing thermal energy for extended periods, and releasing it controllably on demand.    To achieve this, WP1 focuses on the molecular design and synthesis of sunlight-responsive photoswitches with enhanced visible-light absorption and improved thermal stability. WP2 develops phase-change energy storage strategies through hydrogen-bond engineering and molecular packing optimization to maximize energy density, with encapsulation ensuring durability and leak prevention. WP3 integrates optimized materials into coaxial fibers with near-infrared absorbers for broad-spectrum solar harvesting and scalable device fabrication. Supporting activities include WP4 on training and skills development, WP5 on knowledge dissemination and exploitation, and WP6 on public engagement.    MOSTF will push the boundaries of current technology by broadening solar spectral coverage, achieving >0.4 MJ/kg energy storage densities, and delivering wearable fiber-based devices capable of 1,000+ stable charge–release cycles. The project directly supports the Hor
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 'Public health impacts in URban environments of Greenhouse gas Emissions reduction strategies'.

assistant: **Innovation**

The project will examine the health impacts of greenhouse gas (GHG) reduction policies in urban settings in Europe, China and India, using case studies of 3-4 large urban centres and three smaller urban centres. Sets of realistic interventions will be proposed, tailored to local needs, to meet published abatement goals for GHG Emissions for 2020, 2030 and 2050.Mitigation actions will be defined in four main sectors: power generation/industry, household energy, transport and food and agriculture.  The chief pathways by which such measures influence health will be described, and models developed to quantify changes in health-related ‘exposures’ and health behaviours.  Models will include ones relating to outdoor air pollution, indoor air quality and temperature, physical activity, dietary intake, road injury risks and selected other exposures.Integrated quantitative models of health impacts will be based on life table methods encompassing both mortality and morbidity outcomes modelled over 20 year time horizons. Where possible, exposure-response relationships will be based on review evidence published by the Comparative Risk Assessment initiative or systematic reviews. Uncertainties in model estimates will be characterized using a mathematical framework to quantify the influence of uncertainties in both model structure and parameter estimates. Particular attention will be given to economic assessments, both in terms of behavioural choices/uptake of various forms of mitigation measure (with new surveys to address evidence gaps), and in terms of health benefits and costs calculated from societal, health service and household perspectives.  A decision analysis framework will be developed to compare different mitigation options.Experts and user groups will be consulted to def
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 'Wiraya Activation Intelligence' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

European mobile telecom operators struggle with low customer satisfaction and loyalty in highly competitive markets resulting in high churn (an average mobile operator churn of 14% means that an operator with 5m customers loses 700,000 customers each year), lower ARPU and a high marketing spend to win new customers. Many operators use advanced churn prediction models today but have not yet found an effective way to leverage on this knowledge at large scale. They now demand tools to efficiently engage with millions of customers on a personal level and thereby increase customer satisfaction and loyalty. Our managed software cost-efficiently orchestrates and delivers personalized communication enabling dialogues with large customer bases using a blend of voice and text to mimic a human communication. Today, we optimize the communication manually based on our team’s experience, but will now take our product to be automatically data-driven utilizing AI (WAI). Based on previous and real-time interactions WAI learns and adapts what, when and how to communicate with each individual, helping customers to change price plan, order new handset, renew service or get support through a mobile device. Initial tests prove five times higher conversion, and optimize customer lifetime value at a scale that is not possible manually. Wiraya was established in 2008, employs 40 in Stockholm (HQ) and London, and revenue grew by 83% to €3m in 2016. We have worked with Northern Europe’s largest telecom operators for years, and presented WAI to their top management with very positive response, resulting in LoI:s with 3 leading test partner operators. We have a window of opportunity to gain market shares ahead of competition, and will in 2022 have +€45m in revenue and employ +150 people. Our cuttin
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 'Topological Materials: New Fermions, Realization of Single Crystals and their Physical Properties'.

assistant: **Innovation**

The topologies of the electronic and magnetic structure in reciprocal and real space underlies much of condensed matter physics. Moreover, the properties of single crystals with particular topological electronic structures can mimic phenomena found in high energy physics and cosmology. New classes of quantum materials are found in insulators and semimetals that exhibit non-trivial topologies: they display a plethora of novel phenomena including: topological surface states; new Fermions such as Weyl, Dirac or Majorana; and non-collinear spin textures such as Skyrmions. A hallmark of many of these new quantum properties that are derived from fundamental symmetries of the bulk, is that they are topologically protected. Just recently a general scheme to identify novel Fermions was proposed that is based on the symmetries and the Wyckhoff positions of relevant space groups. These new types of Fermions are a groundbreaking concept beyond the known Dirac and Weyl and have no high-energy counterparts. The translation of these theoretical concepts into realizable materials is one focus of this proposal. The next step is to apply this approach to magnetic space groups so as to identify new magnetic Fermions. We will engineer these topological materials via synthesising high quality single crystals and by applying for example high magnetic fields and high pressure, to tune topological phase transitions, electrical transport properties and surface states. Particularly high-pressure Hall measurements will be developed. Hall measurements allow the investigation of the fundamental electrical transport properties of topological materials such as their carrier densities, oscillation frequencies, mobilities, and anomalous and topological Hall effects. The PI and her team have already syn
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 'European Collaborative Project on Inflamation and Vascular Wall Remodelling in Atherosclerosis' (ATHEROREMO).

assistant: **Concept**

The health of the EC population has never been better. However, serious public health problems remain, which cannot be ignored including high levels of premature death due to cardiovascular diseases. Thus, new preventive, diagnostic and therapeutic strategies against atherosclerotic cardiovascular diseases are needed.  The atherosclerotic changes of the vascular wall are central in the development of cardiovascular complications. The traditional view that atherosclerosis is simply a lipid storage disease has recently been challenged by evidence that inflammation plays a central role in all stages of atherosclerosis. However, molecular mechanisms linking inflammation to atherosclerosis development are not fully understood, and this has severely hampered the advance of diagnostic and therapeutic programs. AtheroRemo aims to identify novel inflammatory mechanisms in vascular remodelling by combining the exploration of human biobanks with animal models and established cellular models. This new knowledge will be used to develop new preventive, diagnostic and therapeutic strategies against atherosclerotic cardiovascular disease. AtheroRemo contains several unique strengths: 1) Outstanding expertise on immunity and inflammation. Our expertise facilitates the breakthroughs in the immuno-inflammatory targeted vascular treatments. 2) Finest European cohorts to search for molecular mechanisms behind atherosclerosis development allowing us to combine underlying genetics with lipidomic profiles in multiple cohorts in order to obtain risk factors and biomarker panel related to inflammatory remodelling. 3) Accelerated target validation with novel liposomal-targeted delivery of nucleic acid-based therapeutics in appropriate animal models. Four SME partners able to exploit the new knowl
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 'Oxygen Sensing with Multimodality Imaging Probes', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

This programme will employ physical sciences and biomedicine techniques to develop a revolutionary approach to early cancer diagnosis and post-treatment monitoring aiming to address shortcomings in our current technology in oxygen sensing and imaging of hypoxic prostate tumours.This proposal represents a gearing process towards the biomedical implementation of metal complexes and functionalised nanoparticles as novel synthetic platform systems for personalised diagnosis and treatment of diseases such as cancer and which can also be extended to neurodegenerative disorders. The work programme is a meeting point for interdisciplinary science that goes well beyond  state of the art. New chemical sensing devices will outstrip and supersede existing biopsy and imaging techniques used in diagnosis and treatment of diseases such as cancers.The key advances of this programme will be:(a) ‘smart’ all-in-one multimodal imaging probes, whose sensitivities to levels of oxygen in cells (pO2) will be tunable to respond to various levels of hypoxia in tumors as desired. Our ultra-sensitive probes will be effective at low O2 concentrations and respond to reduced levels of hypoxia and under anoxia. This will surpass the mainstay in cancer diagnosis and therapy and provide increased selectivity for a wider range of tumours.(b) new probes suitable for interlocked Positron Emission Tomography (PET), Single Photon Emission Tomography (SPECT), and optical imaging methodologies  Simultaneous in vitro and in vivo diagnostic information from radioimaging techniques (PET, SPECT) and optical imaging will provide in depth understanding of biological processes and lead to personalised medicine.(c) new imaging tools for the first time will monitor the cellular biolocalisation of these probes by multip
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 'Environment-friendly packaging solutions for enhanced storage and quality of southern africa's fruit and nut exports' (ENVIROPAK).

assistant: **Innovation**

The primary aim of this project is to develop and manufacture novel high value edible coatings and films to improve the shelf-life quality of southern Africa's fruits and peanuts to enhance the growth of these important export industries. An inexpensive, renewable raw material , sorghum bran, from southern Africa' s indigenous sorghum cereal industry will be used to extract the protein airing, which is water insoluble, non-allergenic, and expected to have good gas barrier and mechanical properties, i.e. airing would make excellent edible barrier coatings. We will develop extraction and coating procedures and modifications of the protein, thermoplastic processing, sensory evaluation of coated fruits and peanuts and controlled release of preservatives from coatings to products, all through a multi-disciplinary approach in co-operation with the fruit export industry.
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 'Financial asset pricing with default risk' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

Research objectives and content The objective of the project is to build analytical tools to price securities subject to credit / default risk. Credit risk is particularly important for financial products issued by firms or governments in emerging capital markets. Most pricing models so far have been built, in default-free frameworks and are biased when the possibility of default is introduced: theoretical prices do not match observed prices. The project will start with a review of the current state-of-the-art and will then try to design analytically tractable models able to value financial instruments properly and to replicate the prices and behaviour of securities traded in financial markets. The project will aim at practical applicability of the formulae while being theoretically consistent. Training content (objective, benefit and expected impact) The project will have a high training content as it includes the writing of a PhD thesis in Economics. The course requires attendance to regular seminars, yearly presentations of advancement in research, and it enables students to follow some chosen lectures in any relevant field. Links with industry / industrial relevance (22) The project is very relevant to the banking industry and also to supranational institutions such as the EBRD or the EIB which invest in emerging financial markets. These institutions need tools to value securities with substantial default risk to manage their portfolios.
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 'Intelligent roads' (INTRO).

assistant: **Concept**

The unacceptably high number of accidents on European roads together with an increasing public demand for improved road capacity and comfort sets entirely new demands on road infrastructure. The costs of maintaining and developing the capacity of European road networks is ever increasing due to anticipated increases in freight transport demand and increased axle loads and traffic volumes. The INTRO project aims to address the problems of road safety and capacity combining sensing technologies and local databases with real-time networking technologies. This will improve both road safety and capacity by providing rapid feedback of emerging problems to maintenance authorities and road users: Validation of real-time warning systems at network level to achieve a significant decrease in the number of accidents due to surprise effects from sudden local changes in weather (e.g., onset of ice and rain) resulting in low friction and hence skidding. Use Europes most advanced driver simulator to optimise driver responses to new types of information. Fusion of different sensor types data (infrastructure or car based) to improve real time safety and performance indicators estimation and prediction. Innovative use and combination of new and existing sensor technologies in pavements and bridges in order to prevent accidents enhance traffic flows and significantly extend the lifetimes of existing infrastructure by improving maintenance planning. A synergistic clustering action led by FEHRL (Forum of European National Highway Research Laboratories) will actively seek to integrate results and shape current and emerging practice with other national and international projects using the extensive network of the FEHRL institutes. Dissemination of results to users at a pan-European level will