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: Write a project proposal abstract for 'Collaborative Annotation of a Large Biomedical Corpus' to be submitted under Seventh Framework.

assistant: **Abstract**

This proposal defines a support action project that brings together the researchers from international biomedical text-mining groups to address the difficult issue of annotating large text corpora with a large set of semantic types. We propose a collaborative approach to this annotation task in the form of an open challenge to the biomedical text-mining community. The task is the annotation of named entities in a large biomedical corpus, for a variety of semantic categories. The project delivers as outcome a large, collaboratively annotated corpus, marked with the mentions of biomedical entities. The annotated corpus becomes a resource for the community, to be used as a reference for improving text-mining applications. The biomedical text-mining research community has a long tradition of organizing such challenges, as a way of evaluating techniques, sharing technical knowledge, and helping to improve the results from text-mining programs. However, such challenges have typically addressed relatively small corpora in a narrow sub-domain, in part because the evaluation of the results is extremely long and costly. As a result, the generated annotated corpora are too small and are only narrowly annotated to be useful in a variety of text-mining applications. In contrast, we propose to create a broadly-scoped and large annotated corpus by integrating the annotations from different named entity recognition systems. Metadata will also be added to the corpus. The participating systems have different application scopes and annotation strategies, and therefore complement each other. As a consequence, the annotated corpus reflects these different scopes and strategies. A secondary goal of this project is to define a standardized format for representing the annotations contributed b
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 'DURABILITY MODELLING OF COMPOSITE STRUCTURES WITH ARBITRARY LAY-UP USING STANDARDIZED TESTING AND ARTIFICIAL INTELLIGENCE' to be submitted under Horizon Europe.

assistant: **Abstract**

Advanced composite manufacturing is becoming crucial in the global sustainable drive for a climate-neutral future as enabler of light-weight structures in, for example, the aerospace and wind energy sector. Their increased relevance has raised the importance of damage tolerance and durability of composite structures, currently dealt with time-consuming and inaccurate techniques. Hence the objective of D-STANDART is to develop fast and efficient methods to model the durability of large-scale composite structures with arbitrary lay-ups under realistic conditions (loads, environment). New test methodologies will be developed using generic specimens to correctly quantify material parameters that determine the durability of composites under cyclical loading. Material characterisation will be used in high-fidelity models to simulate defect growth in various lay-ups and at various scales as a function of cyclical loading and rate. To apply these models in an industrial design environment, D-STANDART will make use of Artificial Intelligence (AI) surrogate models, trained using test data from the project and historical test data to easily adapt to different design parameters and complex lay-ups, thereby accelerating the development, uptake, and commercialisation of advanced components. Two use cases have been selected to validate the modelled durability performance both in the aerospace and renewable energy sectors. Furthermore, circularity and sustainability will be assessed via dedicated life-cycle assessment, life cycle costing and cost-benefit analysis. This 36-month 5.6M valued action involves, 9 partners (3 universities, 2 RTOs, 2 industry, and 2 SMEs) from four countries (United Kingdom, The Netherlands, Germany, and France). The consortium will be supported by an Advisor
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 'Novel Diagnostics and Biomarkers for Early Identification of Chronic Inflammatory Joint Diseases' (D-BOARD), addressing dissemination and exploitation.

assistant: **Impact**

Chronic inflammatory diseases of joints are major causes of disability in the ageing population. Osteoarthritis (OA) is one of the most common types of arthritis and a major cause of pain and disability in older individuals. OA is expected to place a heavy burden on European healthcare systems, as European citizens grow older. Cartilage damage in OA is detected radiographically by decreases in joint space width (JSW). However, radiographic evidence is seen only after significant cartilage degradation has already taken place. The early stages of the disease may remain latent and asymptomatic for many years. Therefore, there is an acute need for reliable biomarkers and diagnostic tests that can facilitate earlier diagnosis of OA, and inform the prognosis, monitoring and therapeutic strategies for chronic and disabling forms of this disease. However, there is currently a lack of reliable, quantifiable and easily measured biomarkers that provide an earlier diagnosis of OA, inform on the prognostic of the disease and monitor and predict responses to therapeutic modalities. Biomarkers of tissue turnover in joints can reflect disease relevant biological activity and provide valuable information that may be useful diagnostically and therapeutically, potentially enabling a more rational and personalized approach to healthcare management. The proliferation of omic technologies has facilitated rapid progress in biomarker research. Combinations of omic technologies are dominating the biomarker research arena and are playing increasingly important roles in the identification, validation and qualification of new biomarkers. The aim of the D-BOARD consortium is to bring together leading academic institutions and European Small and Medium Enterprises (SMEs) to focus on the identificati
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 'Evaluation and Manipulation of the Mechanisms and Interactions of Protein-Carbohydrates-Ingredients for Formulating Novel Plant-Based Cheese' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Today, there is a considerable desire to consume sustainable products due to healthy and ethical reasons, environmental sustainability, and issues related to greenhouse gas emissions. Ireland now specializes in producing beef, lamb, and dairy—which are the most emission-intensive foods—but plans to cut greenhouse emissions (50%) by 2030 and reach net zero emissions by 2050. Cheese manufacturing consumes significant quantities of energy (4.9-8.9 MJ/kg) and the study on the novel dairy-free cheeses has gained high interest due to the new opportunities offered by the worldwide market where it is predicted to rise to 3.90 billion USD by 2024. The dairy-free industry faces major challenges to formulate dairy-free cheeses with excellent nutritional properties, functionality, flavour, and texture—compared with the dairy-based cheeses. This study proposes to evaluate and manipulate interactions of plant proteins/carbohydrates/relevant ingredients through food material science, aiming to design an innovative dairy-free cheese with similar physicochemical, rheological, and sensory properties to the dairy-based cheese. This project will be carried out during a 2-year period at Teagasc with a 3-month secondment in University College Cork. Firstly, the physico-chemical interactions, structures and functional properties of materials will be studied and the most appropriate materials and their ranges will be determined (WP1). After producing some prototypes of dairy-free cheeses, the properties of them will be determined (WP2), and then, formulation(s) will be optimized (WP3). Finally, the quality of the optimized sample will be compared with commercially available cheeses (WP4). Results of this study will contribute to the industrial/sustainable production of dairy-free cheeses; thus
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 'Maintenance on Demand' (MODE) under Seventh Framework.

assistant: **Objectives**

In the commercial vehicle industry, service contract are of prime importance both for dealers and customers. Selling service contract impose to the dealers to guarantee the best level of services when it comes to maintain customer vehicles. Dealers must avoid, as far as possible, unplanned stop to happen and consequently guarantee to the customer an optimal availability of his vehicles. On a customer perspective, the service contract is a guarantee he will keep a constant level of performance when using his vehicle in his day-by-day business. Moreover, it also represents an important source of expenses. For the vehicle manufactures to ensure a cer-tain level of vehicle uptime, it is necessary to have precise knowledge of the vehicle health state and to minimize the immobilization time in case of a breakdown. New researches results in the field of condition monitoring and prediction of remaining life time of vehicle components will give an accurate image of the vehicle health status. This information can result in a dynamic maintenance planning, maintenance on the fly and repair on the fly. Research activities in the field of capturing work loads and operational constraints will be used to analyze vehicle configuration, operating conditions and vehicle usage. That will be beneficial to develop new sales offers. Progressively “mobility” offers should replace “service contract” based on the combination of hard products (vehicle configuration) and relevant soft products (services). The system will be able to balance adequate between the current offer and the vehicle data feedback and analysis. The vehicle aftermarket sales are one of the major sources of revenue for the vehicle manu-factures today. In contrary to this, for the transport sector (the users of the vehicle) the
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 'Bio-inspired UAV swarm flocking guided by information-theoretic principles' (BUGI), addressing dissemination and exploitation.

assistant: **Impact**

Autonomous UAV swarms emerge as a disruptive technology with impact on many areas of our life, from monitoring key ecosystems and hazardous environments to enabling advanced data insights. However, creating large, decentralized UAV swarms with synchronized flocking behavior and autonomous collision avoidance is a challenge. This project aims to develop a holistic framework for supporting the design of UAV swarms based on generic information-theoretic principles - empowerment and relevant information - complemented with the bio-inspired influential neighbourhood principle. The key objectives are to design locally optimized control mechanisms guiding the collective motion and to provide theoretical measures for real-time characterization of swarm cohesion. The influential neighborhoods theory provides an efficient strategy for maintaining group cohesion in the coordinated motion of animal groups. It allows agents to limit their attention to a small subset of their neighbors, reducing information processing and cognitive load and offers explicit and concise models that can be implemented directly. Empowerment models agents behaviour with the principle of keeping ones options open, assuming that, maximizing the future potential outcome of ones actions is a survivability driver in nature. Relevant information provides a measure, quantifying the minimal amount of information an agent needs to process in order to achieve a certain level of utility. Identifying influential neighbourhoods dynamically will serve as a base for maximizing agents empowerment which will guide the UAV swarm self-organized collective motion. The integration of relevant information, influential neighbourhood identification and empowerment maximization into a novel principled framework for optimizing age
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 'Cosmological magnetic fields and plasma physics in extended structures' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The majority of the visible, ordinary matter within the universe (baryons in form of hot plasma within galaxies and galaxy clusters) is shaped by complex, physical processes, which are still plagued by many enigmas (microscopic plasma instabilities; large scale progression of astrophysical systems). The available computational resources now opened the decade of their direct, numerical modelling. However, the treatment of magnetic fields and relativistic particles (so called cosmic rays) is still mostly ignored due to their complexity, although they are fundamental plasma components, shaping the underlying fluid properties (like viscosity and transport coefficients). Observed at all cosmic epochs (evident throughout non-thermal radiation) they harbor the potential to deliver new insights into the formation of cosmic structures. The understanding of their observable imprints (like measured structure within Faraday rotation maps, the appearance of so called radio relics and radio halos) face huge challenges, in both the complexity of the underlying models as well as the computational challenge to bridge the involved, tremendously large, spatial scales.COMPLEX will develop the numerical framework to perform for the first time simulations of galaxy clusters with high enough spatial resolution to resolve the important scales on which turbulence acts. It will develop novel and detailed sub-grid models needed to describe the proper evolution of magnetic fields, cosmic rays and associated transport processes. Self consistently coupled to the important astrophysical processes this will allow to identify the key processes responsible for shaping the detailed composition of the largest fraction of the visible matter in the universe. Combined for the first time, this will deliver ke
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 'Identification of microbial and cellular biomarkers for Short Bowel Syndrome in a combined in vitro-in vivo study' (SBS-microbe) targeting Horizon Europe.

assistant: **Abstract**

Short bowel syndrome (SBS) is a severe intestinal disorder that occurs in patients upon small bowel resection. While rare in prevalence, SBS severely affects the patient’s quality of life. SBS-microbe is a multidisciplinary translational project aimed at expanding our knowledge on SBS pathogenesis and the mechanisms for resection-induced physiological adaptations, through the identification of microbial, metabolic and cellular hallmarks. It integrates a combination of SHIME, as dynamic gastrointestinal (GI) model, with epithelial cellular models and in vivo patients’ data, to gain a better mechanistic insight in disease progression, severity and the interplay with the microbiota. It may additionally propose attractive therapeutic strategies and provide valuable tools to address physiological aspects for both healthy and pathological conditions, without the recourse to animal models. Hosted in the Center for Microbial Ecology and Technology at Ghent University, this proposal includes a secondment with SBS medical and metagenomics experts at KULeuven. The applicant’s microbiology and cell biology expertise will be expanded with reactor engineering skills, facilitating the development of novel in vitro models to address host-microbiota interactions in a simulated SBS environment. The secondment at KULeuven offers the opportunity to gain a better insight in cohort composition and identify determinants that potentially underlie the patient’s clinical condition, which is crucial for the mechanistic in vitro work. Through the development of a GI and epithelial cellular models, SBS-microbe aims at identifying key microbial and cellular signatures occurring after intestinal resection. Additionally, this will enable the proof-of-concept that targeting specific microbial and metab
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 'Industrial Academic Initial Training Network towards specific diagnosis and treatment of age-related gait and balance deficits'.

assistant: **Innovation**

Balance and gait deficits are ubiquitous among the older population, and lead to enormous personal, occupational and health care burden. Emerging pharmacological and non-pharmacological interventions to date have only small to moderate effects on these deficits. This is likely due to remaining fundamental questions on underlying mechanisms and treatment. The present project Keep Control consists of a rare EU-wide combination of experts from clinical, biomechanic and neuroscience research, along with experts from the industry, who all aim at gaining a better understanding and treatment of balance and gait deficits in older adults. We aim to scrutinize aspects such as: (1) comparability of balance and gait assessment in the clinic and the home environment, (2) gait and balance deficits as prodromal markers of neurodegeneration, and as markers to differentiate between Parkinsonian syndromes, (3) association between freezing of gait and balance, and (iv) gait and balance deficits in patients with sarcopenia. Tools such as sophisticated lab-based gait and balance assessment devices, perturbation treadmill, wearable devices, electrophysiology and blood and tissue investigations will be implemented. We will further employ promising therapeutic strategies for specific gait and balance deficits in older adults, including both pharmacologic and non-pharmacologic strategies. An entire work package will be dedicated to a novel harmonization and integration approach across the whole network: It will (i) harmonize assessment protocols based on the WHO definition of health and disability, to pave the way for an exhaustive meta-analysis of all data collected, and (ii) foster the active involvement of all study participants by implementation of a participant-controlled medical record. I
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 'Digital Switchover. Developing Infrastructures for Broadband Access' (ATHENA).

assistant: **Concept**

In Sevilla European Council it was indicated that two major problems (among the others) have to be solved towards eEurope 2005 and beyond: the transition to digital television in UHF band (digital switchover) and the broadband access for all. This proposal considers that if proper decision will be taken for the digital switchover (taking into account the networking aspect of the new television) it will also provide a solution for the second problem (the broadband access for all citizens). It presents an approach towards the solution of the digital switchover that comprises the use of the DVB stream for interconnecting next generation network (NGN) nodes, by the use of regenerative configurations. The utilisation of regenerative configurations enables for the realisation of a virtual common Ethernet backbone that can be exploited by 3G/UMTS and B3G operators and broadcasters, besides enabling for broadband access for all citizens.Such a configuration enables for multi-service capability, as the regenerative DVB-T creates a single access network physical infrastructure, shared by multiple services (i.e. TV programmes, interactive multimedia services, Internet applications, etc.). Validation of such a broadband access for all citizens infrastructure, based on the proper adoption of digital switchover, will be realised in a real condition trial in a medium-sized city. The above trial includes the implementation, testing and validation of a spectrum efficient real time dynamic management of the available bandwidth, for supporting the variety of heterogeneous bit rate services, and of a traffic policy mechanism, for UMTS users on the move, for seamless reception of IP data when transition from one UHF channel (DVB-T stream) to another is required.