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 'Developing powder coatings for contact curing of structural adhesives for vehicle bonding applications' (POWDERBOND).

assistant: **Innovation**

Adhesive bonding technologies are a substitute for joining processes such as welding which offer vehicle designers the potential to select from a wider range of lightweight materials for vehicle design and construction. The ability to use lightweight materials allows vehicles to maximise fuel efficiency.Current adhesive bonding methods require an energy intensive oven cure process. Furthermore, oven curing has the potential to warp a chassis / vehicle constructed from dissimilar materials. If low energy manufacturing and lightweight construction is to be achieved novel bonding technologies that result in lighter, higher performance and more efficient vehicles with less energy used and lower costs of manufacture must be developed.PowderBond will address the issue of having to oven curing adhesives by developing a 1K epoxy adhesive system that is designed to deliver on-demand curing at low temperature (70°C). We will develop a low temperature cure powder coating (120°C) for primary structures (e.g. chassis components) which will deliver corrosion protection and the catalyst for initiating cure of the epoxy adhesive. The powder coating containing the catalyst will be pre-applied to one of the adherent surfaces (component parts) to be joined and supplied to the vehicle OEM. The 1K adhesive component will be applied to the second adherent surface prior to joining in-line with current adhesive assembly line methods. The PowderBond adhesive system will not require an oven cure at high temperature to achieve bond strength.PowderBond will enable SMEs tier suppliers to add value to supplied components by helping vehicle manufacturers lower manufacturing carbon footprint and meet obligations regarding vehicle CO2 emission through light-weighting. This will help European SMEs to co
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 'Super-sensitive detection of Alzheimer’s disease biomarkers in plasma by an innovative droplet split-and-stack approach' (SensApp).

assistant: **Innovation**

The detection of biomarkers in body fluids is of great importance for disease early diagnosis. The clinical practice uses typically immunoassay methods (e.g. ELISA, Enzyme-Linked Immuno Sorbent Assay, and related techniques) for biomarker determination. Unfortunately, these techniques fail dramatically in a wide variety of cases where the concentration of biomarkers falls below the limit of detection (LOD). The Alzheimer’s disease (AD) is one real example. Nowadays the AD diagnosis from blood collection is not possible just for the above-mentioned reason. The AD biomarkers are low abundant in blood and they can be determined only in cerebrospinal fluid (CSF), thus requiring a highly invasive intervention on the patient (lumbar puncture) under hospitalization, causing also high costs for the public health. SensApp seeks to develop a bench-top “super-sensor” able to determine low abundant AD biomarkers simply in plasma, from peripheral blood, for very early and non-invasive diagnosis in routine clinical practice. We will develop an outstanding innovative technology that we call droplet split-and-stack (DSS), able to stack the biomarker molecules in sub-microlitre volumes on a solid support before the immunoreactions, thus avoiding diffusion limits and improving significantly the LOD. The super-sensor will be fully automated and cost-effective. An integrated micro-system in polar materials will split the mother drop of the plasma sample in tiny droplets through electric fields and will accumulate them on a microscale site, while an innovative integrated optical system will detect the fluorescence signal directly on the reaction support. SensApp will lay the foundations for a future European industrial leadership involved in all of those clinical studies where the detection
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 'Non-sequence models for tokenization replacement'.

assistant: **Innovation**

Natural language processing (NLP) is concerned withcomputer-based processing of natural language, withapplications such as human-machine interfaces andinformation access.  The capabilities of NLP are currentlyseverely limited compared to humans. NLP has high errorrates for languages that differ from English (e.g.,languages with higher morphological complexity like Czech)and for text genres that are not well edited (or noisy) andthat are of high economic importance, e.g., social mediatext.NLP is based on machine learning, which requires as basis arepresentation that reflects the underlying structure of thedomain, in this case the structure of language.  Butrepresentations currently used are symbol-based: text isbroken into surface forms by sequence models that implementtokenization heuristics and treat each surface form as asymbol or represent it as an embedding (a vectorrepresentation) of that symbol.  These heuristics arearbitrary and error-prone, especially for non-English andnoisy text, resulting in poor performance.Advances in deep learning now make it possible to take theembedding idea and liberate it from the limitations ofsymbolic tokenization.  I have the interdisciplinaryexpertise in computational linguistics, computer science anddeep learning required for this project and am thus in theunique position to design a radically new robust andpowerful non-symbolic text representation that captures allaspects of form and meaning that NLP needs for successfulprocessing.By creating a text representation for NLP that is notimpeded by the limitations of symbol-based tokenization, thefoundations are laid to take NLP applications likehuman-machine interaction, human-human communicationsupported by machine translation and information access tothe next level.


**Keywords:**
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 'Adaptive, Trustworthy, Manageable, Orchestrated, Secure, Privacy-assuring, Hybrid Ecosystem for REsilient Cloud Computing' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

ATMOSPHERE (Adaptive, Trustworthy, Manageable, Orchestrated, Secure Privacy-assuring Hybrid, Ecosystem for REsilient Cloud Computing) is a 24-month project aiming at the design and development of an ecosystem of a framework, platform and application of next generation trustworthy cloud services on top of an intercontinental hybrid and federated resource pool. The framework considers a broad spectrum of properties and their measures.  The platform supports the building, deployment, measuring and evolution of trustworthy cloud resources, data network and data services. The platform is demonstrated on a sensitive scenario to build a cloud-enabled secure and trustworthy application related to distributed telemedicine.


**Keywords:** trustworthy clouds, hybrid systems, security, privacy, virtualization, platform as a service, federated virtual networks, data analytics, container management, serverless applications
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 'Using measures of dispersal to study the evolution and ecology of species coexistence and cooperation' (ANTSPACE) under Sixth Framework.

assistant: **Objectives**

Dispersal lays the template upon which other biological processes take place. Previous work has shown that two competing ant genera, both specialist symbionts of a tropical ant-plant, show spatial structuring consistent with a trade-off between propagule dispersal ability and adult fecundity, allowing coexistence when patch density varies. Poor dispersal is also thought to produce local resource competition and male-skewed sex ratios. We propose to isolate micro satellite markers from two ant species, which will be used to measure relatedness within colonies, amongst ant foundresses competing for the same saplings, and to match foundresses with natal colonies. This will allow the direct reconstruction of dispersal kernels and the quantification of the level of loc al resource competition.The results of this work will connect dispersal biology with the study of population genetics, spatial ecology, sex ratio evolution, and the maintenance of cooperation in mutualisms, making important and basic contributions to three outstanding challenges in evolutionary ecology. The first challenge is to relate population genetic measures to patterns of propagule dispersal, as opposed to gene flow generally. The second challenge is to test empirically the theoretically well-supported notion that species can coexist via spatial niche partitioning. And the third challenge is to explain the mechanisms that allow species coexistence and mutualism to remain evolutionarily stable.This proposal is supported by one of the most advanced British universities in evolutionary ecology, with the aim to create a durable research collaboration between England and France. This network will provide the foundation of a wider grouping in a near future, involving other member states of the Community, e.g.
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 'Climate-resilient pathways for the development of concrete infrastructure: adaptation, mitigation and sustainability' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Climate change is one of the key challenges facing the human race in the 21st century. To respond to this challenge new approaches to sustainable development combining mitigation and adaptation, which are referred to as climate-resilient pathways, are needed. The development of such approaches is one of the high priority areas of modern day research that will be addressed in the proposed action in the context of concrete infrastructure. The action aims to develop a comprehensive method based on an integration of the Life-Cycle Assessment (LCA) and Life-Cycle Cost Analysis (LCCA) techniques for the evaluation of the whole life performance of reinforced concrete (RC) structures subjected to carbonation in conditions of climate change. To achieve this both experimental studies and numerical modelling are planned to be carried out. The method will take into account both adaptation and mitigation measures and due to numerous uncertainties involved in such analysis be based on a probabilistic approach. It will be applied to several case studies (i.e., typical RC members located in different climatic conditions) to examine the sustainability performance of different concrete types (traditional and ‘green’ with blended cements) and repair techniques. The method and other results obtained in the action will provide strong support for decision making regarding the sustainable development of concrete infrastructure.
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 'Effects of major genes on the genetic variation of populations under artificial selection'.

assistant: **Objectives**

The increasing number of major genes controlling quantitative traits that are being identified nowadays brings the need of an updated theory for prediction of the genetic variation under artificial selection, until now based on the infinitesimal model. This project aims to develop predictive equations and quantify the effect of selection of major genes on the genetic variation.
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 'A biological nanoactuator as a molecular switch for biosensing' (BIONANO-SWITCH).

assistant: **Innovation**

We seek to provide Europe with a major time advantage over their main international competitors by developing a bionanotechnological device that can be used as a nanoactuator/biosensor, which also provides a novel interface between the Biological and Silicon Worlds. The time advantage is provided by 'picking up' the highly successful Mol Switch Project (IST-2001-38036), in which we were able to show that biological molecular motors could be used as bio-nanoactuators. However, this project will push the frontiers of knowledge and skill by developing a useful generic biosensor/nanoactuator device.The device will be assembled in a series of stages using independent Modules that each incorporate new technology, or, expand the frontiers of existing technology. A prototype integrated biosensor will be built around this nanoactuator, incorporating the proposed Modules. The switching device within this nanoactuator is provided by a moving magnetic particle, attached to the DNA that is translocated (or 'pulled') by the motor, and a suitable electronic sensor that detects this movement. Integration of these individual components into a single Module will provide a major step forward in the design of Lab-on-a-Chip technology. Therefore, we will seek to develop a microfluidics system that will allow us to incorporate the electronic sensor into a chip-based device.The project will also focus on the precise location and self-assembly of these motors and their DNA substrates within the microfluidics system to be used. The project will involve partners who will focus on the further development of the electronic sensor. We know of no other bionanotechnological device, which incorporates biological molecular motors to produce moving parts, that is as far advanced as this project offers a
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 'Supporting the potentials of digital, data-driven solutions for livestock tracking' (Digi4Live) targeting Horizon Europe.

assistant: **Abstract**

EU Data Governance Act and recent advances in technology provide a unique momentum to automate and expand livestock data collection, integration and exploitation by strengthening the coordination of efforts of science and industry. The ultimate goal of Digi4Live is to increase the capacity of livestock sector actors across Europe to benefit from data generating and digital technologies. By using a strong multi-actor and co-creation approach, which brings together livestock sector actors from farm to fork, from science to livestock and technology industries, competent authorities, and other key actors, and engages them in co-creation of digital & data concepts, Digi4Live enables greater use of current and new data & digital technologies in livestock tracking. Digi4Live is a 4.5 years coordination and support action that is reaching out to over 1000 organisations and initiatives across Europe to make an impact towards economically, environmentally and socially sustainable, digitalised livestock business that meets consumers’ expectations, more effective public administration and impactful policy.Digi4Live boosts the creation of standards and harmonised regulations, thus eliminating technical barriers for data and new data-generating technologies, and provides evidence on economic, social and environmental impacts of data-driven solutions in the livestock sector and boosts collaboration between R&I initiatives across all EU member states and beyond. It will point out how public administration and policy monitoring & assessment, businesses and consumers can benefit from digital technologies. Concepts for greater exploitation of data will be co-developed and examined in six thematic case study hubs and brought to the attention of end users to. Such an integrated approach can
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 'MITOCHONDRIAL STEROIDOGENESIS in the ADRENAL' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Steroid hormones to control sex development, metabolism, stress response, blood pressure and body composition. Steroid hormones synthesis and action is conserved across species. The importance of cofactors in the function of steroidogenic enzymes has become apparent during recent years. Data from in vitro research suggests important regulatory capacity of co-factors significantly influencing total steroid hormone production. However, the significance of these mechanisms in vivo remains elusive. Our central hypothesis is that cofactor regulation of mitochondrial cytochrome P450 enzymes is a key regulatory mechanism of steroidogenesis. Thus, following a novel approach to address these unanswered research questions, this project will address these questions in zebrafish. This will have the advantage that consequences of disrupted steroidogenesis can be easily studied in embryos and in adult animals. Two zebrafish models will be used to dissect the first and rate limiting step of steroidogenesis by disrupting the enzymatic function as well as the cofactor function. Comparing these two models will provide novel mechanistic insights into the regulation of the crucial step of steroidogenesis. Since this can have vital consequences on the developing and adult organisms, we will conduct in vivo studies analysing the response of regulatory pathways to differentially disrupted steroidogenesis. In addition, we will study the impact of cofactor modifications on steroidogenesis to explore novel mechanisms regulating key parts of steroidogenesis. Thus this project will lead to a better understanding of the fundamental mechanisms underlying the regulation of steroidogenesis. This will provide novel insights into physiological processes and fundamental pathways during development and ad
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 Sixth Framework proposal on 'Bayesian approach to cognitive systems'.

assistant: **Concept**

Despite very extensive research efforts contemporary robots and other cognitive artifacts are not yet ready to autonomously operate in complex real world environments. One of the major reasons for this failure in creating cognitive situated systems is the difficulty in the handling of incomplete knowledge and uncertainty.In this project we will investigate and apply Bayesian models and approaches in order to develop artificial cognitive systems that can carry out complex tasks in real world environments. We will take inspiration from the brains of mammals including humans and apply our findings to the developments of cognitive systems.The Bayesian approach will be used to model different levels of brain function, from neural functions up to complex behaviours. This will enable us to show that neural functions and higher-level cognitive activities can coherently be modelled within the Bayesian framework. The Bayesian models will be validated and adapted as necessary according to neuro-physiological data from rats and humans and through psychophysical experiments on human.The Bayesian approach will also be used to develop four artificial cognitive systems concerned with- autonomous navigation,- multi-modal perception and reconstruction of the environment,- Semantic facial motion tracking, and- human body motion recognition and behaviour analysis.The conducted research shall result in a consistent Bayesian framework offering enhanced tools for probabilistic reasoning in complex real world situations. The performance will be demonstrated through its applications to drive assistant systems and 3D mapping, both very complex real world tasks.