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 how 'Context-Aware Recommender Systems (CARS)' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Recommender Systems have become essential personalized navigational tools for usersto wade through the plethora of online content as they allow users todiscover relevant information that they would have never known itexisted. In recent years, the importance of this information discoveryprocess as opposed to explicit (keyword-based) search has been emphasized.Current research in Recommender Systems, while taking into account therelation between user and item, often ignores the ``context'' of therecommendation.  We define as ``context'' any environmental, temporalor otherwise variable that influences a decision a user might make.Early work on Context-Aware Recommender Systems (CARS) has found thatcontextual factors do influence the recommendation needs of users.However, the role that each of the contextual variables (e.g. time,location, activity, emotional state, social network, etc.)  plays onthe user's needs is still not clearly defined.The main aim of this proposal is to build a compact Context-AwareRecommender System (CARS) for mobile and desktop computing devices.The research methodology of this proposal is structured in 3 researchobjectives:1) Understanding contextual information in Recommender SystemsWhere data will be mined in order to uncover underlyingpatterns in the influence of context on users' preferences.2) Building Context-aware Recommendation modelsWhich involves using state of the art Machine Learning to buildmodels and algorithms for CARS3) Building a prototype and deploymentWhich involves building and deploying a prototype based on thedeveloped algorithms and conducting a user studyModern Machine Learning algorithms have been shown to perform well inRecommendation Tasks and this proposal has a strong algorithmic andmethods focus but also aims at knowle
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 Europe proposal on 'Living with Drought: Human -Environment Relationships in Drying European Landscapes'.

assistant: **Innovation**

Recent multi-year droughts have led to severe and unequally distributed socio-environmental disruptions across Europe, the Earth’s fastest warming continent. Much more than short-term ‘crisis-events’ droughts pose long-term, multi-faceted cultural, political, and conceptual challenges to society that remain poorly understood. Adopting a comparative, multi-sited anthropological approach, this project will generate needed insights into how people—farmers, conservationists, politicians, foresters, scientists—and local communities learn to live with drought in human-dominated landscapes in Spain, Germany, and Norway.Combining state-of-the-art theoretical approaches from such varied disciplines as anthropology, geosciences, and the environmental humanities, DROUGHT seeks to meet three specific objectives: 1) to produce a novel integrative cultural theory of drought as an inherently relational and situated socio-cultural and geophysical process that unfolds in and through human-dominated landscapes; 2) to complete the first historically informed, in-depth ethnography of living with drought in Europe; and 3) to experiment with collaborative, sensory and more-than-human research methods as a way to explore the affective, experiential, and material manifestations of drought.Fulfilling these objectives will enable DROUGHT to achieve its overarching aim: to generate an empirically-driven, theoretically ambitious field of scholarship—anthropogenic drought studies—that will advance knowledge of droughts in the social and cultural fields while adding needed empirical depth and nuance to emerging science-centred discourses on droughts in the Anthropocene. The knowledge produced will help transform academic, public, and political understanding of, and debates over, what constitutes dro
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 'Self-Constructing Computing Systems'.

assistant: **Innovation**

Although the density and speed of integrated circuits has grown exponentially during the last decades, so too have costs of fabrication and test facilities. Current computational methods depend on completely reliable hardware, a constraint that greatly increases the degree of fabrication precision required to avoid failure of individual components, and also increases the amount of post-fabrication testing required to confirm correct function. Nature has solved these production problems.  The neocortex, is a cellular computer that generates intelligent behavior. But more than this, it constructs and configures itself by replication of a few precursor cells. Each derived cell is equipped with a set of related rules inherited from its functional parents, and by each cell implementing these locally, the overall cell mass is able to achieve global coherent action. Harnessing these principles for artificial fabrication would revolutionize computer technology. Here we propose some first steps towards understanding these developmental construction mechanisms. We will demonstrate, by a fusion of experimental neuroscience, detailed physical simulation, and theoretical analysis, the principles by which a population of real or artificial neurons can grow and assemble themselves into functioning circuits.  We will apply these principles by engineering some first self-constructing applications, in which a designed genetic code is inserted into a precursor cell,  and so initiates a developmental process of cell division, cell migration, neurite growth, and synaptogenesis. The final global organization of self-constructed neural networks appears to be an attractor in which component neurons are able to satisfy their own local organizational objectives. Thus, unlike existing artificial
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 'Parasite-host interactions regulating dormancy and reactivation of malaria parasites' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

What?Hypnozoites are dormant liver stage malaria parasites that can reactivate and cause repeated blood-stage infections without the bite of an infectious mosquito. We will, for the first time:- characterize the cellular environment contributing to dormancy at systems level (WP1)- explore the reactivation kinetic and tissue environment of hypnozoites within the natural host (WP2)- functionally characterize host & parasite factors governing dormancy or reactivation (WP3)Why?- Dormancy and reactivation of hypnozoites is an unresolved biological mystery since decades- Dormant parasites are a major obstacle to the curative treatment of malariaThe challenge:Tracking the in vivo development and understanding the biology of these rare, quiescent parasites that normally reside inside the liver of the hostThe solution:A synergistic, multidisciplinary investigation, which is only possible if we combine the unique resources and complementary expertise of three leading laboratories in:- Radiopharmaceutical chemistry for the development of dedicated Positron Emission Tomography tracers for non-invasive investigation of the parasites in situ, as well as to capture infected tissue samples for systems level investigations- Systems biology for simultaneous multi-omics profiling of the parasite and the host cell at single-cell resolution and in the spatial context to be validated by parasitological assays- Parasitology for functional investigation through genetic engineering and manipulation of the parasites in vitro and validation within the natural hostAnticipated project outcomes:- Detailed insights into the relapse characteristics of the parasite in vivo- Understanding how host and parasite factors collectively determine the fate of infection- Novel imaging, transfection and omics me
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 'Integrated Framework for Predictive and Collaborative Security of Financial Infrastructures' to be submitted under Horizon 2020.

assistant: **Abstract**

The infrastructures of the financial sector are nowadays more critical, sophisticated and interconnected than ever before, which makes them increasingly vulnerable to security attacks. Despite increased security, most security measures remain fragmented and static i.e. inappropriate for confronting sophisticated and asymmetric attacks. FINSEC is a joint effort of prominent stakeholders in the financial sector and global leaders in physical & IT security, towards introducing a novel standards-based reference architecture (RA) for integrated (cyber & physical) security. The RA will enable timely preparation against attacks, while at the same time facilitating stakeholders’ collaboration for risk assessment/mitigation in the financial supply chain, as a means of confronting complex threats and their cascading effects. FINSEC will provide a mature implementation of the RA, based on the enhancement and integration of novel solutions of the partners (eg., Anomaly Detection, AI CCTV Analytics, Risk Assessment Engines, Collaborative Risk Analysis & Management, Compliance), which will be bundled in a toolbox. The RA implementation and the toolbox will be validated through realistic pilots involving stakeholders in the identification, assessment and mitigation of threats. The five pilots involve high-impact scenarios including SWIFT network protection, buildings and ATM networks security, peer-to-peer payments network protection, risk assessment for insurance purposes and securing financial SMEs. The pilots will engage >=500 security & finance experts, while providing a representative coverage of the financial services industry (ie. banking, capital management, insurance, card & P2P payments), which is a sound basis for FINSEC’s broader impact. Towards maximum impact, FINSEC will
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 'RESTORATION OF THE DANUBE RIVER BASIN WATERS FOR ECOSYSTEMS AND PEOPLE FROM MOUNTAINS TO COAST' (DANUBE4all).

assistant: **Concept**

Over one million barriers on Europe’s rivers have resulted in extensive loss of river connectivity and 70-90 % of Europe’s floodplain areas are ecologically degraded due to human modifications. Despite having an ambitious EU policy framework in place, implementation of fresh and transitional water ecosystem restoration is lagging behind. Reasons for this lie among others in a lack of knowledge, awareness and participation of local people and business actors. The overall aim of DANUBE4all is the development of a comprehensive Restoration Action Plan for the Danube river basin lighthouse developed in an unprecedented co-creation process with stakeholders, integrating citizens’ interests to support the Mission “Restore our ocean and waters by 2030”. Based on solid scientific knowledge and new findings, the Action Plan will promote the improvement of ecological status, biodiversity and ecosystem connectivity. The development and implementation of innovative “Win-Win Nature Based Solutions” will simultaneously lead to an enhanced free-flowing status of rivers and floodplains, flood and drought risk reduction and enhancement of sediment and biota continuity. The aim is to adapt to climate change as well as to improve the endangered biodiversity of ecosystems. This will be reached by identifying, processing and upscaling effective and economically profitable restoration measures. DANUBE4all will implement innovative demonstration activities at three sites in the Upper, Middle Danube and the Danube Delta. DANUBE4all will link ecological and economic benefits providing tailored business cases for SMEs, and will deliver innovative tools to accelerate citizens’ and stakeholders’ engagement. DANUBE4all will provide GIS and Citizen Science tools for upscaling these restoration actio
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 'The new generation of Automated active Fire Protection Systems' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Our company AGNOSYS GmbH is a small Austrian company founded in 2009 with a staff that develops and sells control systems for preventive fire protection in commercial buildings. Our latest innovation, AFISYS, is a unique software tool that analyses CAD building plans and extracts relevant information about fire protection devices through an algorithm that detects automatically the symbols of actuators. In this way, AFISYS provides a new intuitive visualization tool for the representation of the whole fire control installation, displaying high-level information, i.e. the real-time states of the actuators together with their exact position in 2D floor plans and their detailed technical data. In this way, AFYSOS has a double benefit: (1) it completely changes the work of system integrators, reducing by 95% the installation time of the visualization control system, and (2) it provides a much more efficient system for handling an emergency by the building operator: thanks to the rapid location of a fault in case of incident, the response is shortened by valuable seconds that will help save lives and assets.  With this innovation, we aim at setting a new standard in the area of fire protection and building control technology. Considering the positive market situation (driven by the increasing awareness on fire hazards, the recovery of the construction sector and the rising trend of automation in commercial buildings) AFYSIS will be the key to our growth and expansion towards the European market from 2021 on, multiplying by 5 our revenues within 5 years and implying a return on investment (ROI) of 3.2 by 2024. Moreover, AFYSIS will also optimally position our company for subsequently addressing other rapidly expanding markets in the field of building management.
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 'CIS-Module development on float glass substrates' under Fourth Framework.

assistant: **Concept**

PROJECT OBJECTIVES Based on the improved laboratory technology for small CIS - modules on 10 cm x 10 cm substrates R & D activities of Siemens Solar and St. Gobain are combined to scale up to 30 cm x 30 cm prototype modules. Primary focus is on manufacturing issues in order to reduce the PV module costs down to less than 1 ECU / Wp for a further mass production. The main points to be demonstrated in the project are: - module efficiencies of 10 - 12 % - high process yields and reproducibility - pass IEC 12 15 PV module test ( ISPRA - certificate ) - in line processing capability of all coating steps - process control methods and tools - low - cost processes by employing non toxic materials and compounds TECHNICAL APPROACH Siemens Solar's present CIS technology has proven capability to fabricate minimodules on a 10 cm x 10 cm substrate with an average efficiency of 11 % ; peak efficiencies close to 12 % have been demonstrated. This technology will be transferred within three project phases into a state capable of fabricating prototype stand - alone power modules as well as prototype fassade modules with a minimum efficiency of 11 %. Phase I comprises the final definition of processes and materials for first demonstrator module.The second phase covers the fabrication of demonstrator modules according to the specifications defined in phase I. On the basis of an improved technology a second set of CIS demonstrator modules with a minimum efficiency of 11 % will be produced and tested during the last phase of this project The work packages comprises manufacturing compatible barrier coatings for float glass substrates, high throughput coating and annealing steps as well as an interconnect and encapsulation technology that guarantees stable module performance EXPECTED ACHIEVEMEN
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 'Token Communities in the Ancient Mediterranean' (2014-2020) under Horizon 2020.

assistant: **Objectives**

This project will provide the first comprehensive analysis of the role played by tokens in the ancient Mediterranean. Tokens are frequently found on archaeological sites and within museum collections, but are little studied and poorly understood. These objects played a central role in cultural, religious, political and economic life in antiquity; closer study of these objects is thus imperative in gaining a fuller picture of the ancient world and its cultural legacy. An interdisciplinary team will examine tokens and their contexts within the ancient world, focusing on the periods when they are in highest use: the Hellenistic period (postdoctoral researcher) and the Roman world (PI and 2 PhD students). The project will combine an analysis of museum material with the known archaeological contexts of these objects. It will be the first project to approach these items in a cross regional and fully contextualised manner. This approach will enable researchers to better define what tokens were in antiquity, and what roles they played. Moreover, through a careful consideration of type, context, and distribution, the project will also explore how these objects actively contributed to the generation of different types of community. The envisaged outcomes will provide a basis for the study of tokens more broadly, generating insights that will inform the display, scholarly use and understanding of these objects within museums and other spaces. The exploration of how tokens and token-communities within antiquity existed alongside official currencies and groups will also provide an important historical parallel for the contemporary development of alternative currencies, their associated values, and communities.
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 'Bio-based recyclable, reshapable and repairable (3R) fibre-reinforced EpOXY composites for automotive and construction sectors.' (3R) targeting Horizon 2020.

assistant: **Abstract**

Fibre reinforced thermoset composites (FRTCs) are attractive materials for high demanding sectors, such as automotive or construction, due to their lightweight and excellent mechanical properties. However, the lack of reprocessability and difficulty for repairing and recycling significantly increases the overall material cost and causes grave environmental concerns. Additionally, the vast majority of polymer matrices and fibres used in their manufacturing are non-renewable fossil-derived materials or require high amounts of energy for their production. Aiming at addressing those limitations by involving the European bio-based industry, ECOXY will develop innovative bio-based epoxy resins and fibre reinforcements to produce new sustainable and techno-economically competitive FRTCs by targeting advanced functionalities: reparability, reprocessability and recyclability (3R). The 3R functionalities will be achieved by using new resin formulations replacing commonly used curing agents by dynamic hardeners, which under certain operational makes possible to: 1) repair fibre/matrix delamination and matrix micro-cracks, 2) reprocess cured laminates could be reprocessed to create new 3D parts (impossible with traditional FRTCs), 3) mechanical and chemical recycling.Thus, ECOXY will develop: 1) tailor-made bio-based epoxy monomers (including biorefinery products), 2) upgraded and functional bio-based fibres (natural and PLA), 3) specific formulations for FRTCs manufacturing processes (RTM, wet compression moulding and pultrusion) and 4) additional functionalities such as flame-retardancy for 3R resin and self healing for fibres.The selected prototypes will be validated for automotive and construction sectors using relevant standards and applicable certifications. Besides, an envir