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: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'large-scale CLimate And VegetatIon CHanges OveR the last Deglaciation'.

assistant: **Concept**

The last deglaciation (from ~21,000 to 9,000 years ago), during which the huge ice sheets over the North America and Scandinavia melted, is a period of tremendous climate and environmental changes, including Heinrich Stadial 1 (HS1, abrupt cooling over and around the North Atlantic), Bolling Warming (BW) and Younger Dryas Cooling (YD). These changes are documented by physically based paleoenvironmental indicators (such as oxygen or carbon isotopes in ice cores and marine cores), but less by biologically based data (such as paleo-vegetation). Paleo-vegetation data is, however, crucial to document continental-scale climate and environmental changes over the deglaciation. This project aims, for this period of the last deglaciation, at 1) building a comprehensive documentation of climate changes over terrestrial areas from widely available pollen data, 2) assessing the impact of both climate and atmospheric CO2 changes on the vegetation and 3) investigating the changes in large-scale atmosphere circulation and hydrological cycle responsible for these surface climate and vegetation changes. These results will contribute to quantifying the range of possible changes in these circulations in the future.For this purpose we propose to use global pollen data, process-based equilibrium and dynamic vegetation models, and two types of climate models, which can either simulate climate over the whole period but at low resolution, or over specific ~1000 years-long periods, at finer spatial scales. . This project will provide new benchmarking data for understanding environmental changes and evaluating climate models which are used for climate projections. The excellence of the experienced researcher in pollen-based climate reconstruction using process-based vegetation models and paleocli
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 'Enhancing the bilateral S&T Partnership with Ukraine'.

assistant: **Innovation**

The main objectives of BILAT-UKR are: - to strengthen the S&T cooperation between the EU and Ukraine in particular through a stronger participation of Ukraine in FP7 and other Community programmes and initiatives. - to further improve the framework for enhanced future and sustainable S&T cooperation, especially regarding legal and funding issues. - to provide a knowledge base for new cooperation themes and priority areas, and for emerging horizontal issues of sustainable cooperation, especially in the fields of scientific mobility, innovation and infrastructure. - to provide support for the working groups set up to organize a thematic and high level policy dialogue between the Ministry of Education and Science of Ukraine and the European Commission. The consortium gathers 11 various institutions of 7 countries (amongst which 2 Ukrainian neighbours), having a long-standing experience in international S&T cooperation. The project can draw on and complement the experience the partners have gained in several cooperation projects under FP6 or FP7. BILAT-UKR will provide a new momentum to improve the participation of Ukrainian scientists to FP7, and will prepare the ground for a possible association of Ukraine to FP7. The proposal is also expected to have an impact on the implementation of the S&T dimension of the European Neighbouring policy.
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 'Secure and Safe Multi-Robot Systems' (SESAME).

assistant: **Concept**

European strategy and research roadmap documents emphasise the significant societal and economic benefits coming from robotic and autonomous systems. Multi-Robot Systems (MRS) comprise distributed and interconnected robotic teams that can carry out tasks beyond the competency of a single robot. Although MRS offer improved scalability and performance, increased robustness, and mission enablement, the lack of a systematic engineering methodology, covering the complete engineering lifecycle and handling efficiently the salient characteristics of MRS such as openness, uncertainty, variability, and interplay of safety and security, results in solutions that fail because of fragile design and unrealistic assumptions. SESAME addresses these problems through an open, modular, model-based approach for the systematic engineering of dependable MRS. SESAME is underpinned by public meta-models, components and configuration tools supporting the dependable MRS operation in uncertain settings characterised by emergent behaviours and possible cyber-attacks. To demonstrate this timely and ambitious goal, SESAME combines five end- user-led use-cases (in the domains of healthcare, agile manufacturing, agri-food, and inspection and maintenance) with R&D competences of partners that have a long track-record in conducting cutting-edge research on robotics, model- based safety, security analysis, validation, and verification, towards the actual delivery of research results characterised by widely-used, sustainable and industrial-strength open-source software. An advisory board of world-class experts guides the development of SESAME .


**Keywords:** Safety-security co-engineering, Model-based engineering
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 'A unique suite of Machine Learning (ML) algorithms to battle cashflow problems in SMEs' (ML), addressing dissemination and exploitation.

assistant: **Impact**

The issue of slow or late payments from buyers can spell disaster for many SME suppliers. Payment terms generally range from 30 to 90 days, with up to 40% of these invoices paid late, creating a serious cashflow problem.As a result, SMEs need access to short-term financing which is both affordable and quick enough to keep up with incoming orders. Yet, banks are reluctant to loan to SMEs and their credit scoring methods are often unfairly harsh on them. Alternative online financing exists for SMEs, but many of these lenders charge elevated fees or don’t get funding to suppliers when it is most needed: at the start of production. Our solution: Zero1 is a unique suite of Machine Learning (ML) algorithms accessed through an easy-to-use web- and cloud-based platform. It is designed to finally solve the SME funding gap (currently estimated at 2,3 trillion € worldwide), allowing supplier SMEs to get funding as soon as they receive an order from their buyer, at an affordable interest rate. We partner with big multi-national buyers, who grant us access to data, such as their historical relationship with a supplier. The suite of ML algorithms is trained to give the supplier a smarter, more holistic credit scoring. The most reliable suppliers automatically get the best terms for borrowing, buyers receive a data fee and private investors get a good net return. The result is a more efficient supply chain, with benefits for all stakeholders and the economy at large.Zero1 is a project by Beledger, a FinTech start-up based in Madrid.  The 4 partners have over 40 years’ combined expertise in finance, agri-food, the supply chain and technology, including big data and AI. During this project, we will first target the agri-food sector, an industry with a malfunctioning, wasteful supply cha
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 'European virtual Anthropology Network' under Sixth Framework.

assistant: **Concept**

EVAN focuses on the integration of new morphological analysis methods from biomathematics, computer science and bioengineering in the context of interdisciplinary studies of anatomical variability in humans, their ancestors, and their close relatives for the purpose of applications in the academic, clinical, industrial, and private & public research sectors. The new methods are integrated in our network with a rich infrastructure from medical imaging, 3D-digitisation, visualisation, software programming an d modelling to interlink a new generation of scientists from diverse disciplines with industrial partners and clinics where basic research can immediately be converted into applications.The areas of application include development and growth, early detect ion of diseases, orthodontics, surgical intervention, forensics, prosthetics, evolutionary biology, human origins, biometric identification, and teaching. Societal benefits of this proposed network will be the outstanding interdisciplinary and intersectorial training opportunities for young scientists which will draw together a critical mass of researchers, industrial partners, and science journalists dispersed across Europe into a coherent framework, thus developing additional European potential in these areas, at the same time avoiding redundancy.Our proposed advances in understanding human variability include also improvements in quality of life for European citizens that will arise from better medical diagnosis and treatment planning, improved implant technology, deeper understanding of human growth, development and evolution, and timely education in these areas. The network will raise public awareness and provide a data and knowledge archive for restructuring European data resources such as detailed dig ital rep
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 Fifth Framework proposal for the project 'Positional cloning of the non-nodulating locus (sym 1) of lotus japonicus'.

assistant: **Objectives**

The project has the goal to map the sym 1 mutant locus and clone the Sym 1 gene of Lotus japonicus using positional cloning techniques. Sym 1 gene is involved in one of the first step (s) of the plant bacterial interaction initiating root nodule development
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 'Ists' under Fifth Framework.

assistant: **Concept**

The objectives of the symposium are to bring together young and senior international researchers. Engineers, Architects, steel fabricators and steel manufactures for exchange of information and training in the safe and economical planning, design and execution of tubular structures. Internationally renowned leading scientists are invited, most of whom will be in the international scientific committee.
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 'Structure and functions of the brain extracellular space' (ENSEMBLE) under Horizon 2020.

assistant: **Objectives**

Brain research has made tremendous progress over the last few decades in nearly all areas of investigation with the exception of one: the extracellular space (ECS). It is however a key compartment defined as the web-like space between brain cells, filled with a myriad of molecules that enable brain functions and homeostasis. How molecules navigate in the ECS is a very important, yet unsolved, challenge that precludes conceptual advance in brain science and innovation in therapeutics (e.g. immunotherapy). The lack of knowledge is mainly due to the absence of dedicated investigation strategies for such a complex and finely structured biological entity. Our ground-breaking project (ENSEMBLE) will shed light on the conceptual and methodological roadblocks that have prevented us from understanding the fine architecture of the ECS and how molecules navigate within it throughout the brain. We posit that molecular diffusion in the ECS is locally regulated by the properties of the ECS, which is essential for brain functions. Four world-class scientists, L. Groc (molecular neuroscience, CNRS), E. Bezard (systems neuroscience, INSERM), L. Cognet (optics & nanoscience, CNRS), and U.V. Nägerl (neurophotonics, Univ. Bordeaux), team up to develop and apply unconventional investigation approaches, based on original nano-imaging strategies (super-resolution microscopy and carbon nanotube/nanoparticle tracking), to the in vivo brain. Yet, to consider and achieve such an experimental and multidisciplinary tour de force a side-by-side and daily interactive effort is necessary. Thanks to our complementary expertise and geographical proximity, ENSEMBLE will provide a unique opportunity to unveil in vivo the structure and functions of this crucial brain compartment and will offer a new theore
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 Europe proposal for the project 'TOMAC: Bioinspired  Flow Generation in Tubeless Organ-on-a-chip using Magnetic Artificial Cilia'.

assistant: **Objectives**

Currently, 90% of the drugs fail to pass clinical trials1. One of the key reasons is that the animal models used in the preclinical phase poorly predict the human response to the drugs. Organ-on-a-Chip (OoC) is a game changing technology as one of the alternative methodolgies to animal models. The heart of an OoC system is an ‘Organ-chip’: cm-sized devices with micro-channels and -chambers in which human cells can be grown to closely mimic human tissues. More and more evidence shows that OoCs are more representative models than animals. However, the industry adoption of OoCs is still very limited. OoC users and developers simply have to choose between either OoCs with physiologically relevant flow but not fit for standard operating procedures in the pharmaceutical industry, or OoCs that are compatible but less physiological because of the absence or inadequacy of the flow.The TOMAC project offer s novel a solution called “Magnetic Artificial Cilia (MAC) pump”: a chip-sized modular and tubeless flow system that on one hand, eliminates manual handling and enables automation, and on the other hand provides physiological flow for a range of organ models. The technology behind MAC is based on micrometer-sized magnetic hair-like structures called Magnetic Artificial Cilia (MAC), which are inspired by cilia occurring in nature. The MAC are flexible micro-actuators that respond to a varying magnetic field (created by the actuation system) by rotating or oscillating, and thus create a controlled fluid flow.
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 'Airborne new and advanced satellite techniques and technologies in a system integrated approach' (ANASTASIA) targeting Sixth Framework.

assistant: **Abstract**

The expected performances of Space Based Technologies such as Satellite Communications (Satcom) and Satellite navigation (renewed GPS, GALILEO..) beyond 2010 offer the prospect of increased autonomous aircraft operation that will improve the operational capacity and safety of the air transport system with regard to the Single European Sky" initiative. Anastasia aims to carry out research, evaluation and cost benefit analysis to define COM and NAV new technologies and new avionics architecture suitable for aircraft operation in the future satellite based European Air Traffic Management environment for the future corresponding CMS functionality. Outputs will be validated by theoretical analysis, by mock-up evaluations and selected flight-testing. For Navigation a number of performance evaluations of various architectures will be made from a core system built from a multi-constellation, multi-frequency satellite positioning reception principle. The investigated solutions will include antenna design, advanced signal processing, receiver integration and hybridisation techniques with low cost inertial sensors. On the communication side, work will concentrate on the design and implementation of a prototype, affordable aeronautical satcom system that will meet the evolving European ATM requirements. Research will also be made into higher bandwidth services, systems and airborne equipment to efficiently meet future aircraft communication requirements, including both future ATM and passengers needs."
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 Fifth Framework proposal for the project 'VIrtual Pin Based On Biometrics'.

assistant: **Objectives**

Secure networking is a major key for communications in our society, whereas biometrics are the only authentication methods that can verify the identity of a person. However, due to incompatibility with existing infrastructure biometrics are often not introduced. The Virtual Pin links biometrics and cryptographic authentication to solve the problem. Even though the Virtual Pin is calculated from biometrics, it may be chosen freely and changed as often as desired.The Virtual Pin offers two unique benefits over conventional biometric methods:1. No templates have to be stored. (Templates might be read out by attackers);2. The Virtual Pin can be linked to cryptographic infrastructure. It can for example emulate a Pin to the ATM. It can as well be used as a DES and encrypt a Keberos ticket.Objectives:The Virtual PIN (later on VP) solves compatibility & privacy issues. An obstacle of biometric methods is that they are incompatible with existing infrastructure. The VP links biometrics with cryptographic authentication. Conventional methods compare a biometric trait with a stored sample (template). The VP maps a user' s biometric trait to a unique number, no template has to be stored. The VP is obtained by mapping a vector from fingerprints onto a unique value using error correcting codes . The feature extraction algorithm follows a suggestion by Jain; other possibilities should be explored. The error correcting codes employed are algebraic codes.Work description:The work consists of the following steps:WPl Image Processing: Preprocess the images read from the fingerprint scanner to generate appropriate input to the feature extraction algorithm, e.g. noise reduction, smoothing, and scaling. Find the support, orientation field, and a reference frame of the image;WP2 Design masks
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 'Individualising Socialism. Individual Agency and Social Change in Socialist Yugoslavia's Periphery, 1950s-1970s' (INDSOC) targeting Horizon 2020.

assistant: **Abstract**

From the mid-1950s through the 1970s, the notion of the ‘good life’ associated with increased socio-economic prosperity for the broad population generated individualising dispositions in socialist East and Southeast Europe. Starting from the hypothesis that post-World War II paradigms of socialist modernity and in particular the Yugoslav model of self-management socialism were shaped by such an individualising habitus, this project examines individualising agency, expectations and memories, and emotions of ordinary citizens in interaction with state driven socialist transformation of society. The analysis follows four axes: (1) socialism as an ideological paradigm, (2) the political endeavour of establishing Yugoslav statehood, (3) patterns of identification and collective solidarity, and (4) memory. Drawing on the methodology of Alltagsgeschichte (history of everyday life), the project conducts a micro-historical study of individual agency and emotions in relation to intersecting temporal, spatial, and institutional processes in the city of Mitrovica in the North of Kosovo from the mid-1950s to the mid-1970s. It conducts archival research, oral history, and focus group interviews, and situates these findings against statistical data on the socio-economic situation in the area under scrutiny and secondary studies of state socialist transformations in East and Southeast Europe. Through training-through-research and a set of hosting arrangements focussing on the development of a diversified research profile incorporating insights from micro-history, social anthropology, and social sciences and adopting an explicit transnational and European approach, the furthering of transferrable skills in communication, project development, and didactics, and a strong public outreach c