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 a compelling abstract for 'Global China in Urban Europe: Understanding the role of Chinese actors, media, cultures, and capital in European urban development' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

The concept of global China understands China’s influence as manifested in outward flows of capital, infrastructure, migrants, media, cultural programmes and international and civil society engagement, yet for an area of study that purports to be ‘global’ scholarship in the field of global China has focused almost exclusively on the role of Chinese citizens, Chinese institutions, and carriers of Chinese capital (hereafter, Chinese actors) and Chinese capital in developing countries and the Global South. To combat this narrow view of global China, China.EU takes an innovative approach to the study of global China that pivots scholarship on global China to the Global North. The project moves beyond a methodologically nationalist and state-led understanding of global China, to instead focus on how global China, as understood through Chinese actors and capital, is (i) urban, (ii) cultural, and (iii) digital – often simultaneously all three. In doing this, the project will answer four research questions: (1) What concepts are used to understand urbanism and urban development in China? (2) How do Chinese actors see and understand European urban space? What notions do they carry with them from China? (3) How are Chinese actors as (un)willing representatives of global China influencing urban development in Europe? (4) What insights about global China emerge when we analyse global urban China and the role of Chinese actors in European urban spaces?To answer these questions, Europe.CN uses innovative hybrid fieldwork methods to analyse the heterogenous role of Chinese actors and capital in three European contexts: Dusseldorf & the Ruhr Area, Paris, and Athens. Furthermore, the project hypothesizes that Chinese actors in urban Europe will see, understand, imagine, and conceptualiz
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Water Quality in Drinking Water Distribution Systems.'.

assistant: **Objectives**

Safe drinking water is paramount for the health and wellbeing of all populations. Unsafe drinking water can contain pathogenic microorganisms and/or chemicals that can make people immediately unwell or can potentially cause serious illness over prolonged exposures. Within the EU, water is extracted from surface and groundwater sources and treated to comply with EU drinking water standards under the Water Framework Directive and Drinking Water Directive. The water is then circulated through the drinking water distribution system (DWDS). During travel within the DWDS, water quality can deteriorate due to microbiological growth, chemical reactions, interactions with ageing and deteriorating infrastructure, and through maintenance and repair activities.  Water utilities within the EU are administered at the local level, i.e. city or county region and while they adhere to the overarching EU directives governing quality, they can choose their own treatment protocols, maintenance procedures and hydraulic operations. Some DWDS actions such as flushing may serve to improve water quality, however, these can also adversely impact the drinking water system and cause instances of poor water quality or disease outbreaks. We propose to bridge the gap between science and practice, involving water utilities and researchers from multiple locations across Europe along with third-country expertise, to examine DWDS operational practices and use scientific research approaches to better understand the water quality impact of different interventions to develop a suite of best practices which can be shared to ensure that the EU’s water remains clean and safe. We have assembled a multi-disciplinary, cross sectoral consortium to address various aspects of DWDS practices including flushing, chlori
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 'Nano-fabrication of dfb lasers and saw devices by off-axis holographic lithography' (SAWLASE).

assistant: **Concept**

Distributed feedback (DFB) lasers and surface acoustic wave (SAW) devices are key components in optical fibre and wireless telecommunication systems. The former allow very accurate definition of the fibre optic system wavelength, and thus by combining a number of DFB lasers with slightly different wavelengths into a simple device (wavelength division multiplexing (WDM) a very high data bit rate can be obtained. SAW devices are low-loss, high-selectivity filters, which enable a high density of communication frequencies for, for example, mobile telephone application. The critical elements in both DFB lasers and SAW devices are high-frequency, uni-directional gratings whose structure and method of fabrication strongly determine the performance and cost of the communication system involved. In the case of WDM DFB lasers whose emission wavelength is 1.5 m, which require a grating line width of ~125 nm, a tremendous cost saving can be gained by monolithically fabricating the different wavelength lasers on the same chip.For SAW devices, improved performance from the next-generation devices for the 2.45 GHz frequency band and the realisation of the next-but-one generation devices for the 5.8GHz b and require grating line widths of~150 nm. The conventional lithographic methods currently employed for manufacturing DFB lasers and SAW filters are not suitable for these next-generation devices. In this project, an alternative lithographic technology based on a holographic method, whose high-resolution capability has been demonstrated in the microelectronics industry, will be adapted and applied to these communication applications. The work will include the development of e-beam lithography for manufacturing high-frequency grating masks, the construction of equipment for recording fu
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 'A cost effective treatment for venous leg ulcers combining novel compression bandage and electrical stimulation to dramatically reduce healing time' to be submitted under Sixth Framework.

assistant: **Abstract**

The technological objectives of our work is to produce a compression bandage capable of exerting the correct treatment pressure over a wide extension range, combined with a EMS system that has the ability to: Deliver 340 volts at a current of 1.8 milliamps to the wound area to stimulate the calf muscle and promote blood flow for the duration of the treatment. Exert a treatment pressure of 40 mmHg +/- 5mmHg regardless of the skill of the person applying the bandage and the dimensions of the patient's leg. The economic objective of our work is to enable the partners and the estimated 10 licences to: Substitute into at least 5% of the current European market of + 2 Bn p.8. for traditional treatment of chronic ulcers and 1 % of the remaining global market of + 4 Bn p.8. by 2010. Generate + 2 Bn p.8. of healthcare savings in Europe (Chronic ulcers cost the EU health authorities over +8 bn pa in patient care, therefore a 30% reduction in healing time (time being the most costly element of treatment) would generate healthcare savings in the EU of over +2 bn pa.) The work programme to deliver the technological objectives consist of work packages to enhance scientific understanding of electrical muscle stimulation and modification of SEBS polymer chemistry to enable the extrusion of fibres with a plateau on the stress strain curve. Flexible electrodes will be created that can be woven into a compression bandage and in conjunction with a saline based hydrogel formulation can deliver EMS to the wound area. The proposed solution will stimulate the calf muscle pump to promote blood flow. A compact lithium ion battery pack and control unit will be created to deliver EMS in a controlled manner to the patient for a duration of 7 days. The project results will be formulated into a prote
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 'Increasing Value and Flow in the Marine Biodiscovery Pipeline' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

The PharmaSea project focuses on obstacles in marine biodiscovery research, development and commercialization and brings together a broad interdisciplinary team of academic and industry researchers and specialists to address and overcome these. The partners are ideally placed to demonstrate how to widen the bottlenecks and increase the flow of ideas and products derived from the marine microbiome towards a greater number of successes in a larger number of application areas. Despite the tremendous potential of marine biodiscovery, exploitation, particularly at a commercial scale, has been hampered by a number of constraints. These relate to access (physical and legal), genetics of the organisms, compound isolation, structure elucidation, early reliable validation of biological activity and best mechanisms of flow-through into exploitation. PharmaSea will solve these chronic bottlenecks by developing essential actions beyond the state of the art and linking them with best practice and appropriate pragmatic approaches. The robust pipeline structure established within PharmaSea will process a wide genetic basis including marine microbial strain collections held by partners and new strain collections from extreme environments (deep, cold and hot vent habitats) to produce new products with desirable characteristics for development by the SME partners in three accessible market sectors, health (infection, inflammation, CNS diseases), personal care and nutrition. The global aim of PharmaSea is to produce two compounds at larger scale and advance them to pre-clinical evaluation. To address relevant challenges in marine biodiscovery related to policy and legal issues, PharmaSea will bring together practitioners, legal experts, policy advisors/makers and other stakeholders, focusi
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 specific objectives and expected outcomes for 'No One Left Behind' in the context of a Horizon 2020 call.

assistant: **Objectives**

As stated in Forbes, “.. the world of education is going to go through one of the most massive changes in the next five years than it has seen in the last three thousand years. It’s a perfect storm.” This change is driven by the extreme pressure on schools to produce outcomes, too many children are leaving school with no meaningful job skills; and those children at risk of exclusion are especially affected as they are not able to reach their full potential. In parallel, the business growth potential for non-leisure applications of digital games is wide, and estimated to reach €77 billion in 2015. No One Left Behind” has been created to take advantages of the opportunities and the potential of digital games to tackle these challenges in the education sector. This project will create a new generation of Pocket Code (a mobile media-rich programming environment for children) to unlock inclusive gaming creation and experiences in formal learning situations, underpin meaningful learning and support children to realise their full potential; by transferring game mechanics, dynamics, assets and in-game analytics from non-leisure digital games SMEs, into Pocket Code, which also will be adapted to academic curricula. Evidence of this approach will be provided through 3 experimental pilots (UK, Austria and Spain) comprising some 600 children/students, over 9-12 academic subjects and in 5 schools. A realistic business model and plan for “No One Left Behind’s” exploitable outputs is provided in order to support the project`s sustainability and scalability. Furthermore, impact arising from the project will be enabled by the effective cross-sectoral technology transfer (from leisure to non-leisure sectors).  This will include new products and services, and through the scaling of curren
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 'Quality Assurance for AI'.

assistant: **Innovation**

The adoption of AI technology is growing faster than ever, tripling from 2017 to 2021 (McKinsey). Risks of AI incidents, in particular with ethical biases, prediction errors, and cybersecurity, are rising. Current AI quality tools are insufficient and rely on manual testing, leaving a gap that AI/ML engineers cannot meet in terms of workload, costs & demand at the needed pace.To address this need, GISKARD is developing an open-source and SaaS solution for companies that need quality assurance of their AI models. It provides a software platform for automated AI Quality Testing, Inspection & Remediation.As a member of AFNOR, the French national standards council, GISKARD is committed to becoming the leading European software provider to help organisations prepare for the upcoming EU AI Act. EIC support is crucially needed to achieve this. In this project, GISKARD will optimise and validate its AI Testing solution and extend it to more use cases such as Time Series & Computer Vision.


**Keywords:** Innovation,AI models,Quality Assurance,AI implementation,AI integration
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 'Validate Operations to Reduce Impact on Environment' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

VALORIE (VALidate Operations to Reduce Impact on Environment) aims to support Systems for Green Operations ITD in validation of novel, environment-aware practices of aircraft take-off and cruise against a wide spectrum of available operational expertise.  The modelling of a broader operational environment that includes ATC, airports, CFMU, etc. can be well done by advanced simulation and gaming techniques. Moreover, there is a mature methodology available to do air transport industry-related validation, namely E-OCVM. However, validation is usually conducted by a group of experts coming from the same operator. This approach (governed by the fact that gathering experts from different employers is a challenging task) prevents the heterogeneity that would be by implicitly beneficial for the outcome validation. Experts doing their daily work in the same corporate environment are trained for the same company processes. This leads to similar approach to the validation subject and results in similar opinions at the end.VALORIE is a project that puts emphasis on increased heterogenity of the expert group validating operational scenarios provided by SGO. This approach will result in an added value generated by the synergy of opinions coming from experts working in the same field of air transport industry but being aware of different company practices and policies.""
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 'Circular Economy applied to LI-ION batteries for smart electric mobility in cities'.

assistant: **Innovation**

Recycling of automotive Li-ion batteries is complicated and not yet established because few End of Life (EoL) batteries will need recycling for another decade. Currently, re-using Li-ion batteries in 2nd-life applications is not as simple as removing a battery from a vehicle then installing it directly into a stationary system. Before a battery can be reused, it first must be manually removed from a vehicle and the pack disassembled into individual cells that must be tested to determine the battery’s state of health (SoH), sending batteries without sufficient remaining capacity to be recycled. Even within the batteries suitable for reuse, cells must be sorted by similar remaining capacity, or else the 2nd life system performance would suffer. Thus, there are still clear technological, environmental and social needs in the field of reconditioning and reuse of existing Li-ion batteries of electric and hybrid cars within the small Electric Vehicles (EV) sector. They must be satisfied to get a smooth transition towards e-mobility model. Under this scenario, ALBUFERA has developed an innovative Business Model (BM) based on circular economy principles capable to place on the market a set of 5 new products & services: 1) Technical advisory services for 1st life batteries (1) (Customer: Large EV manufacturer); 2) Supply  of 2nd life batteries for electric motorcycles (2), electric bicycles (3) and golf carts (4) (Customer: small EV manufacturer) and O&M services and 3) supply of recycled materials of useless 2nd life batteries (5) (Customer: recycling companies). For that, the main objective of CELION “Circular Economy applied to LI-ION batteries for smart electric mobility in cities” is to know better both qualitatively and quantitatively the main limiting factors (technical,
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 'Predicting adaptive responses of protected species to environmental changes to optimise conservation management frameworks in Europe' (ADAPTATION).

assistant: **Concept**

Environmental changes, including habitat loss and climate change, are negatively impacting biodiversity at global levels, with accelerating extinction rates of species. Whilst the EU Biodiversity Strategy aims to halt and then reverse these losses of species, data on the conservation status of many protected species is lacking, inhibiting their management. Effective conservation is reliant on robust data on protected species, yet there is a substantial knowledge gap between traditional monitoring methods that record abundances and conservation management frameworks that require the integration of species’ ecology with their adaptive responses to rapidly changing environments. The primary aim of this Fellowship is to thus deliver a novel conservation management framework for a model protected species, integrating ecological and genetic data, to provide a new predictive basis for European conservation management programmes. The sea lamprey Petromyson marinus is the model species, a protected species on Annex II of the EU Habitats Directive that provides multiple generations for testing the effects of environmental change on candidate genes. Research objectives quantify P. marinus European genetic diversity and structure, test for the presence of novel genetic mutations across populations, identify the genetic regions associated with adaptation to specific environmental parameters and develop an eco-evolutionary model of P. marinus population dynamics as the basis for its conservation management framework. As the project delivers highly innovative genetic and ecological research, it brings together a leading European researcher with high genetic knowledge with a European research group with exceptional expertise in conservation ecology. Together, their knowledge transfer a