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 'Risk assessment of fungal biological control agents.' (RAFBCA).

assistant: **Concept**

The aim of this unique project is to establish whether metabolites produced by fungal biological control agents (Bias ) enter the food chain and if they pose a risk to human and animal health. this will be achieved through:(1) development of tools (e.g. biosensors) and methods (e.g. high throughput assays like ELISA, Vito ox) for rapid and accurate detection of fungal metabolites,(2) biochemical and molecular studies to elucidate their mode of action,(3) molecular markers to monitor fungal Bias in the environment and(4) studies to determine if metabolites enter the food chain and, if so, identify the route of entry and type and quantities present, this multidisciplinary project will assure food safety by anticipating risks, tracing the sources of contaminants, if any, in the food chain and quantifying risk factors (key actions 1 and 3).
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 'Smart Bioinorganic Hybrids for Nanomedicine' under Horizon 2020.

assistant: **Concept**

The use of bioinorganic nanohybrids (nanoscaled systems based on an inorganic and a biological component) has already resulted in several innovative medical breakthroughs for drug delivery, therapeutics, imaging, diagnosis and biocompatibility. However, researchers still know relatively little about the structure, function and mechanism of these nanodevices. Theoretical investigations of bioinorganic interfaces are mostly limited to force-field approaches which cannot grasp the details of the physicochemical mechanisms. The BIOINOHYB project proposes to capitalize on recent massively parallelized codes to investigate bioinorganic nanohybrids by advanced quantum chemical methods. This approach will allow to master the chemical and electronic interplay between the bio and the inorganic components in the first part of the project, and the interaction of the hybrid systems with light in the second part. The ultimate goal is to provide the design principles for novel, unconventional assemblies with unprecedented functionalities and strong impact potential in nanomedicine.More specifically, in this project the traditional metallic nanoparticle will be substituted by emerging semiconducting metal oxide nanostructures with photocatalytic or magnetic properties capable of opening totally new horizons in nanomedicine (e.g. photocatalytic therapy, a new class of contrast agents, magnetically guided drug delivery). Potentially efficient linkers will be screened regarding their ability both to anchor surfaces and to bind biomolecules. Different kinds of biomolecules (from oligopeptides and oligonucleotides to small drugs) will be tethered to the activated surface according to the desired functionality. The key computational challenge, requiring the recourse to more sophisticated met
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 'Extreme-scale Urban Mobility Data Analytics as a Service' to be submitted under Horizon Europe.

assistant: **Abstract**

EMERALDS’s vision is to design, develop and create an urban data-oriented Mobility Analytics as a Service (MAaaS) toolset, consisting of the so-called ‘emeralds’ services, compiled in a proof-of-concept prototype, capable of exploiting the untapped potential of extreme urban mobility data. The toolset will enable the stakeholders of the urban mobility ecosystem to collect and manage ubiquitous spatio-temporal data of high-volume, high-velocity and of high-variety, analyse them both in online and offline settings, import them to real-time responsive AI/ML algorithms and visualize results in interactive dashboards, whilst implementing privacy preservation techniques at all data modalities and at all levels of its architecture. The toolset will offer advanced capabilities in data mining (searching and processing) of large amounts and varieties of urban mobility data and its efficiency will be assessed, validated and demonstrated in three TRL5 pilot use cases (by following a co-development approach with mobility and city stakeholders to improve decision making in urban smart city environments), and deployed/showcased in two early adopters’ data-driven TRL6 applications (by integrating the new services to existing systems to improve commercial offerings).


**Keywords:** Extreme-scale Urban Mobility Data Analytics, Analytics as a Service, MAaaS
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 'Earth Observation Training in Science and Technology at the Space Research Centre of the Polish Academy of Sciences', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

EOTiST aims to enhance the S&T capacity of the Space Research Centre of the Polish Academy of Sciences (CBK PAN) and to achieve excellence in research of EO products’ assimilation in the ecosystem assessment and monitoring by starting close collaboration with 3 European centres of excellence: CERTH, CREAF, CNR. Specific goals are to be pursued:- Enhance S&T capacity of the coordinating institution. Training activities targeted to the exact needs of the CBK PAN constitute the key part of EOTiST, after a dedicated SWOT analysis. Existing non-exploited potential will be enhanced and further training of the personnel and affiliated scientists performed.- Upgrade research profile of the CBK PAN and the profile of its staff by mobilizing and training of personnel. Key training actions include workshops, staff visits, and on-line courses and target PhD students, early stage researchers, postdoctoral students, researchers and administrative staff.- Increase research excellence and stimulate innovation of the coordinating institution. EOTiST will build on CNR, CREAF and CERTH excellence and their networks to advance CBK PAN research and innovation performance through knowledge transfer and exchange of best practices.- Achieve sustainable progress and future development for the today’s seed group in CBK PAN. The partners will develop a strategic partnership based on reinforced dialogue and consultation. EOTiST will explore collaboration chances with local stakeholders and perform a market and product feasibility analysis to introduce new products/ technologies within Poland.- Promote the involvement of early stage researchers in the CBK PAN. Early stage researchers will be acquainted with specific knowledge and technical skills to organise scientific work and present research res
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 coastal technologies for safer European coasts in a changing climate' (THESEUS).

assistant: **Concept**

Coastal areas are vital economic hubs in terms of settlement, industry, agriculture, trade and tourism to mention some key sectors. There are already many coastal problems including erosion, flood risk and long-term habitat deterioration. As economies continue to develop the asset base at risk will grow, while accelerating climate change will increase the likelihood of damaging extreme events, as well as accelerate habitat decline.Existing coastal management and defence approaches are not well tuned to these challenges as they assume a static situation.THESEUS will develop a systematic approach to delivering both a low-risk coast for human use and healthy habitats for evolving coastal zones subject to multiple change factors.The innovative combined mitigation and adaptation technologies to be considered will include ecologically-based mitigation measures (such as restoration and/or creation of habitats), hydro-morphodynamic techniques (such as wave energy converters, sediment reservoirs, multi-purpose structures, overtop resistant dikes), actions to reduce the impact on society and economy (such as promotion of risk awareness or spatial planning) and GIS-based software to support defence planning.To integrate the best of these technical measures in a strategic policy context we will develop overarching THESEUS guidelines which will considers the environmental, social and economic issues raised in any coastal area.It is in this spirit that THESEUS will advance European and international experience in applying innovative technologies to reducing coastal risks.THESEUS activities will be carried out within a multidisciplinary framework using 8 study sites across Europe, with specific attention to the most vulnerable coastal environments such as deltas, estuaries and wetland
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 'Unconventional Phases of Ultracold Quantum Matter with Competing Interactions' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The phases of matter are determined by competing interactions. For example, in our everyday experience, a fluid will be gas or liquid depending on the interplay of attractive interatomic interactions and short-range repulsion. In the case of dilute quantum fluids, the interatomic distances are much larger than the range of the interactions that bind conventional liquids; thus, this phase transition is normally not possible. However, at these scales, the competition or cancellation of new type of interactions can give rise to exotic phases of matter with unusual characteristics. The goal of the project Unconventional Phases of Ultracold Quantum Matter with Competing Interactions (UltraComp) is to investigate novel phases in ultracold atoms originating from the interplay between the mean-field interactions with either kinetic energy (modified by spin-orbit coupling) or with intrinsic quantum fluctuations. The proposed state-of-the-art experiments will focus on the study of three novel phases with unconventional properties: the supersolid, the ultradilute quantum droplet and the supersolid-like liquid. The study of these novel phases will help to deepen the understanding of beyond-mean-field effects in many-body systems. At the same time, the project will provide deep insight on supersolidity, thus impacting condensed-matter physics at large.


**Keywords:** Ultra-cold atoms,  quantum liquids,  quantum fluctuations,  quantum mixtures,  spin-orbit coupling,  supersolidity,  collective excitations,  dipolar gases
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 'Trees outside forests in global drylands' under Horizon 2020.

assistant: **Concept**

Drylands cover approximately 65 million km² of the Earth’s land surface but their tree and shrub cover is a major unknown in terrestrial research. This is because a large proportion of dryland trees grow isolated without canopy closure and most scientific and non-scientific interest is devoted to forests, while the density and size of trees outside of forests is not well documented. However, these non-forest trees play a crucial role for biodiversity and provide ecosystem services such as carbon storage, food resources, livelihoods and shelter for humans and animals. The limited attention devoted to the quantification of dryland trees leads to an underrepresentation of non-forest trees in development strategies and climate\vegetation models, and the economic and ecological importance of non-forest trees is largely unknown at large scale.Through this project I will work towards a wall-to-wall identification of trees in global drylands, and study their ecological services and socio-environmental determinants. The breakthrough is that trees are not assessed as canopy fraction of an area, but as individuals, allowing to identify not only their coverage but also their density, crown size, and key ecological services. I will apply a new generation of satellite imagery at sub-meter resolution and extensive field data in conjunction with fully convolutional neural networks, a deep learning technique being able to identify objects within imagery at an unprecedented accuracy. In doing so, I will lay the groundwork for new insights into the contribution of human agency and climate change to the distribution of dryland trees and their role in mitigating degradation, climate change and poverty.


**Keywords:** drylands, ecosystem services, tree cover, deep learning, carbon stocks, s
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 'Affordable Hyperspectral Imaging System for on-line foreign body detection and chemical composition analysis'.

assistant: **Objectives**

In response to growing industry demand for rapid, non-destructive techniques for foreign body detection and identification in food products, IRIS (an advanced engineering company from Spain that specialises in the integration of real-time monitoring solutions in the industry) will accelerate the development of an affordable, rapid and accurate hyperspectral imaging (HSI) system for the on-line detection of foreign bodies and chemical composition analysis in modern food processing plants. The HYPERA® system is based on a novel and disruptive combination of Shortwave Infrared Hyperspectral Imaging (SWIR-HSI) in reflectance with Near Infrared Multispectral Imaging (NIR-MSI) in reflectance/transmittance and chemometric software. HYPERA offers outstanding performance for the detection of foreign bodies in foodstuffs by enabling: a) penetration (enabled by the NIR); b) composition differentiation (enabled by the SWIR); and c) resolving the image distortion caused by scattering (enabled by the chemometrics); d) compact and low-cost design (enabled by the extended infrared spectral bands to obtain more chemical information from the sample using novel detectors), e) high inspection speeds and versatility (enabled by combining a flexible hyperspectral imager design with integrated chemometric tools). The HYPERA® system, which will be suitable for multiple application purposes and object, will equip food processors to prevent contaminated food entering the supply chain, thereby protecting the brands as well as the consumer.
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 'Breast CAncer STratification: understanding the determinants of risk and prognosis of molecular subtypes' (B-CAST), addressing dissemination and exploitation.

assistant: **Impact**

Breast tumours are heterogeneous, and result from the complex interplay of multiple lifestyle/environmental and genetic risk factors. Through the EU-funded COGS project, we have identified a large number of germline variants that influence the risk of breast cancer. In combination, these variants can identify women at wide ranges of genetic risk, even in the absence of family history of breast cancer. Given that breast cancer is not one disease, it is now essential to better understand how risk factors act together to influence the development of pathologic-molecular subtypes of breast cancer.The aim of B-CAST is to identify women at moderate to high risk of breast cancer, the subtype of cancer that is most likely to develop and the prognosis of that particular subtype. This will be accomplished through large-scale pathologic-molecular analyses of over 20,000 breast tumours, and the integration of these data with unique resources from existing consortia, including germline, lifestyle/environmental, mammographic breast density, pathologic and clinical data. This information will inform the development of risk prediction and prognostication models that will be validated in longitudinal cohorts and clinical studies, and incorporated into online tools. We will also disseminate this knowledge to relevant stakeholders, and evaluate how to translate it into risk-stratified public health and clinical strategies.The current challenge for optimised prevention, early detection, and treatment decisions for breast cancer is understanding the genetic and lifestyle determinants of risk and prognosis of molecular subtypes. B-CAST will add to this understanding and will have immediate application with benefits to women by providing validated risk and prognostication tools. This will emp
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 Seventh Framework proposal for the project 'BrainTrain: Integrative neuroscience school on brain function and disease'.

assistant: **Objectives**

Brain disorders, in particular neurodegenerative diseases and mental illnesses are among the most prevalent and debilitating diseases. Because they are chronic, quality of life and socio-economic prospects are dramatically impaired. Increased life expectancy further enhances the impact of brain dysfunction on society. In coming decades this burden will grow into one of most pressing and costly problems of the EU. Prevalent brain disorders are typically caused by the interplay of environmental factors and genetic variation in multiple genes, which is currently being mapped by large international efforts. Future brain research should aim at integrative projects as a next step to characterize complex interplay between these multiple genetic and environmental factors to reveal how this translates into disease. To succeed, a new generation of neuroscientists is needed, capable of integrating information across different levels, from genes and proteins to synapses, and from networks up to complex brain (dys)function. Eight leading EU institutes (Amsterdam, London, Paris, Heidelberg, Stockholm, Magdeburg, Leuven and Trieste) together with the Japanese RIKEN, five commercial partners and FENS have formed BrainTrain ITN. Partners were selected on their outstanding publication records and ability to integrate different disciplines. BrainTrain builds on our knowledge of genome information and exploits innovative technologies and infrastructure to integrate this to unravel the (dys)function of living neurons, networks and the whole brain. Local specialists offer network-wide training and meetings. Our existing EU funded resources (IP EUsynapse, NeuroCypres and Neuromics EST) will provide an excellent, multicultural and inspiring environment for a new generation of integrative neuro
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 'Continuous bactericide water filtration for the prevention of Legionella contamination in large public and industrial facilities' (LEGIOTEX).

assistant: **Innovation**

The aim of LegioTex is to develop a filter capable to inhibit the growth and proliferation of the bacteria belonging to the Legionella Pneumophila Family (responsible of the Legionnaire´s disease) in climate control equipment for large public and industrial facilities. For this purpose, environmental-friendly bactericides will be fixed onto nonwoven textiles assuring a long lasting biocide effect and optimum mechanical properties. Legionella is present in all aqueous media. However it becomes a threat for human health when appropriate conditions for its growth and proliferation are met, which frequently happens in large in-doors facilities using systems for climate control: cooling systems, sanitary water distribution equipment (tanks, boilers, heaters and pipes) and other equipment subject to similar conditions. All large public facilities need climate control equipment. The same happens in industrial facilities, where apart from human comfort, specific conditions are needed to prevent malfunctioning processes. During period 2003-2004, a total of 9.166 cases of legionnaire's disease were reported by 35 countries in the European continent. The overall mortality rate was 8,2%, increasing to a 40% for immunocompromised patients (i.e. in hospitals). Within this scenery, increasing regulation for the installation, operation and maintenance of climate control equipment for large facilities in relation to Legionella has lead to the requirement for more effective bactericide systems. LegioTex will be an opportunity for SMEs in the sector to improve their competitive position by developing an innovative product able to prevent Legionella outbreaks, which complies with applicable normative and minimizes installation and maintenance costs. LegioTex will also be an opportunity for