RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain the overall concept, methodology and approach for the project 'High-power hydrogen fuel cell system balance of plant component up-scale and optimization' (H2UpScale).

assistant: **Concept**

Proton Exchange Membrane Fuel Cells are considered as one of the solutions enabling long-term sustainable transport, however, incumbent systems provide electric power outputs below 200 kW. To cater to the need of the heavy-duty transport sectors, the development of next generation of Fuel Cell systems aims at durable PEMFC stacks offering power output between 250 and 500 kW. To support this development, the H2UpScale project aims to design, build, test and validate key BoP components for PEMFC systems generating more than 250 kW electric power suitable for heavy-duty transport applications (aviation, maritime, on-road long-haul).H2UpScale brings together 3 research organisations, 2 academic and 11 industrial partners, including BoP manufacturers and OEMs. The project will identify application-specific requirements, that will then drive the requirements, development and optimization of 3 standards for modular and scalable PEMFC architectures ≥250kW (electrical power supply architectures & waste heat management system designs).The BoP components in focus include the hydrogen ejector, H2 recirculation pump, H2 leakage sensor, air compressor, cathode air filter and air humidifier, water separator, exhaust resonator, coolant heat exchanger and coolant medium. The targeted advancements for BoP components include efficiency and durability improvements, weight and volume reduction, and architecture simplification. The components will be designed to be compatible with both single- and multi-stack platforms, with scalability and modularity in mind, facilitating their integration into multi-MW scale systems. Selected full-scale BoP components will be validated on a Hardware-in-the-Loop test bench and a techno-economic analysis of the potential impact of the developed BoP component
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 'NANOcellulose supported localized surface plasmon resonance SENsors with enhanced SElectivity to cadmium ions'.

assistant: **Innovation**

NanoSense will combine plasmonic nanoparticles (NPs), used as optical sensing elements, with properly functionalized nanocelluloses, used as biobased NPs stabilizers, to achieve a new safe, green, ultracompact, and rapid optical plasmonic sensor for cadmium ions with high selectivity and < 5 ppb sensitivity. The use of green materials as stabilizers for light scattering in LSPR sensors remains to be explored to enhance the plasmonic phenomenon and validate their configuration in sensing and biosensing applications. NanoSense will explore renewable and sustainable cellulose nanocrystals (CNCs) and their topochemical functionalization with biological molecules toward selective and sensitive cadmium sensing as NPs stabilizers in an LSPR sensor. NanoSense’s functionalized nanocellulose will be designed, taking inspiration from nature’s biomolecules, to develop a fast, responsive, and selective cadmium sensor for aqueous matrices. The new biosensing material will be used to modify an inexpensive optical fiber to obtain a cheap portable device to be used on-site for fast diagnosis and Cd+2 chelation stabilization. The project considers cadmium to be a bio-persistent element that accumulates in soils and may contaminate food and drinks, and therefore must be controlled according to EU Regulation 2021/1323. The impactful research of NanoSense will be developed at the University of Pisa, in a renowned group for their studies on nanocellulose's functionalizations and applications. Besides the two-way knowledge transfer between the fellow and the host institution, the peculiarity of the MSCA-PF program, the project devises a clear communication, dissemination, and exploitation plan, and activities are included in an effective career development plan for the researcher, taking adva
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 'Telecommunications software metrics approach' (TELMET).

assistant: **Innovation**

Software defects in products revealed after installation at customers premises represent disturbances both for the customer and for the product provider. This may in turn lead to lost business opportunities.THE EXPERIMENTThe overall goal of the TELMET project is to improve the quality and productivity of telecommunication software systems development by introducing metrics in the testing and inspection processes. In addition, the project will act as the first step in an ambitious effort to advance in maturity from qualitative to quantitative goal setting.The technical objectives are as follows:- To identify and define software metrics to support the primary management goals.- To analyse the effect of quantitative goal setting and measurement in improving current testing and inspection practices.- To validate the chosen metrics in order to implement post PIE actions and to correct decisions that have been taken during the PIE.EXPECTED IMPACT AND EXPERIENCEExpected results are improved and quantified SW process, higher product quality, minimised development project risks. Gained experience and knowledge of SW metrics in the organisation is expected. After completion of the PIE, the results and lessons learnt will be made available for the other development sections within the company.
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 'Membrane proteins – development of new computational approaches and its application to G-Protein Coupled Receptors' (MEMBRANEPROT).

assistant: **Concept**

Protein-protein tridimensional (3D) structures are fundamental for structural biology and drug discovery. Many docking algorithms were developed for that purpose, but they have limited accuracy in generating native-like structures and identifying the most correct one, particularly in the case of membrane proteins such as G-protein Coupled Receptors (GPCRs). In order to deal with these complex systems and overcome the limitations of existing software, we will develop and optimize computational approaches and construct novel combinations of mature methodologies, to serve in the study of membrane proteins in general. In particularly, we will focus in: i) improving the search and scoring algorithms for the docking process of membrane proteins, ii) developing software to accurately predict the high-order oligomers interfacial residues, and iii) constructing a  docking algorithm able to predict their 3D oligomeric structure. Our new approaches will be applied to a relevant biological system: the dopamine receptor type 2 (D2R), a typical member of Class A GPCRs involved in many cognitive, emotional and motor functions. D2R acts by ligand-dependent signalling through two major systems: the G-proteins, and the Arrestin proteins (Arr-s). How ligands determine the preference for one or the other is not yet understood at the molecular level, and this precludes both the characterization of pathway selectivity and the design of biased ligands. More importantly, the physiological relevance of oligomerization for this process is still topic of vigorous debate. Therefore, building on both my unique expertise and Prof. Bonvin well-known impact in methodological development, this project will yield novel methods and approaches to serve in the study of membrane protein systems and their 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: Describe how 'Development and evaluation of industrial electrochemical reactors' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

The population dynamics of cyanobacteria in 3 reference lakes was described by a polyphasic approach. Thousands of DNA sequences from cyanobacterial strains and environmental samples were obtained from Finland, Poland, Czech Republic, Belgium, Luxembourg, France, Italy and Spain. The toxicity of selected strains and samples was determined. A demo version of the microarray has been successfully tested with strains. For environmental analyses, the use of the DNA microarray involves a quite long learning process. A research version of the special software to calculate diversity indexes using molecular data (Community Sequence Analysis)is available. The database was designed and is being populated with data.The objective of this project is to develop reliable and generally applicable d esign and test methods for electrochemical reactors of various natures and indu strial relevance. The obtained results will yield essential design tools (CIME- tools) and methods to many branches of the electrochemical industry: plating i ndustry (contacts, PCB's, Semiconductor IC manufacture, Smart cards, spot plati ng, strip and wire plating, ...) where it is a major problem to obtain uniforml y deposited layers on well defined places, etching industry (for micro-mechanic al parts in valves, watches, offset printing plates, ... ), anodising industry (for complex shapes in aviation and aeronautics, for high quality offset printi ng), electrochemically made micro-systems and the electrochemical waste recover y industry. In all of these electrochemical systems, mass transport phenomena o f charged species (due to diffusion, convection and migration by electrical for ces) are strongly coupled with the electrochemical reaction(s) at the electrode s. Also temperature effects, gas formation and ev
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 'Making Supplier Networks Transparent, Understandable and Responsive' (ChainReact) targeting Horizon 2020.

assistant: **Abstract**

ChainReact is an effort to make supplier networks transparent, understandable, and responsive, so that companies and their stakeholders can see, react to, and ultimately transform corporate network impacts.  To this end, we will create an integrated data network supported by three platform struts:1. A new informer platform (TalkFree) will help advocacy groups manage campaigns to solicit flexible bottom-up reports about corporate behaviour.2. The world’s largest open repository of corporate information (OpenCorporates) will be enhanced to connect these reports to major corporate brands through multi-level corporate network mapping.3. An open analysis platform (WikiRate.org) will integrate data from both sources (and others, including direct corporate disclosure) and support their interpretation via collaboratively-developed dynamic, network-aware CSR metrics.Network participation will be driven by outreach campaigns organized in collaboration with advocacy groups, including pilot campaigns with consortium partner Walk Free Foundation, an international non-profit with the mission to eliminate slavery, with a community of 8.5m participants in their campaigns.  Several other major not-for-profit players, including Oxfam International, the Carbon Disclosure Project, and Amnesty International, have also begun discussions around involvement in ChainReact campaigns.  University of Cambridge and University of Warsaw will provide a research perspective on every aspect of ChainReact’s development and outreach.  CERTH is the project coordinator and brings expertise in the entity matching that will support extracting corporate network data from unstructured documents. OpenCorporates is run by consortium partner Chrinon Ltd, WikiRate.org is run by consortium partner WikiRate e.V., an
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 'Nature-Based Solutions for Demonstrating Climate-Resilient Critical Infrastructure' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

As climate disruptions become more frequent and intense, the resilience of Europe's infrastructure is crucial as it supports economic flows, human well-being, and social stability throughout the continent. However, this challenge provides a historic opportunity to revolutionise infrastructure by integrating it with nature. Hence, NATURE-DEMO creates, validates, and spreads nature-based solutions (NbS) for protecting infrastructure against climate threats. It covers critical sectors (e.g. transport and energy) and engages an alliance of infrastructure owners, scientists from industry and academia, and public authorities. NATURE-DEMO aims to shift decision management from reactive measures to proactively designing holistic systems that are resilient by design through four actions: Create, Validate, Scale, and Sustain. NATURE-DEMO will Create an advanced digital decision support platform that will integrate climate projections, asset exposure, NbS catalogue portfolios, and advanced simulations to optimise the efficiency of selected NbS implementations to enhance resilience and deliver co-benefits. NATURE-DEMO will Validate its methodology with real-world demonstrations of optimised NbS across 5 sites in the Alpine Biogeographic region. Successful NbS will then be Scaled as replicators in +4 other sites in the Alpine and other Biogeographic regions. NATURE-DEMO will Sustain its solutions beyond its timeframe by focusing on exploitation pathways that include tailored guidelines that disseminate NbS knowledge across infrastructure professions, a Task-Force available to provide technical expertise, and a financial observatory for NbS funds.By pioneering a scalable, digitally-enabled and validated framework for implementing NbS, NATURE-DEMO will help realise the EU’s vision for
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 impact statement for 'Regional Innovation Strategy for Central Switzerland', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

The RISforCCH project addresses the Call: FP6-2004-INNOV-4, specifically for the definition and deployment of Regional Innovation Strategies (RIS) in Associated Countries. Its focus is on the coordination of RIS for the six cantons of Central Switzerland . It has gained support for this important initiative from the key industrial and political organisations and personalities in the region and, for optimum efficiency, has specifically incorporated the support of 3 similar EU regions (Abruzzo, the Basque Country and Tirol) that will bring RIS experience to the project. RISforCCH will build a high level of awareness throughout the region about the importance of innovation; it will foster an innovation culture, and optimise the innovation supply system. Pa rticular business sectors to be targeted are the micro technology industry and tourism, with a specific aim to develop strategies to overcome innovation barriers, to use succession planning as a window for innovation within SMEs, and to promote start-ups by women. The consortium has been selected to have all the skills and networking contacts necessary to meet the ambitious objectives. The management will be performed by a professional team with international collaboration experience, and will employ th e latest tools. The Steering Group is comprised of distinguished persons with excellent reputations. The EU-funded resources are supplemented with a substantial proportion of own budget, representing a solid commitment from the partners to the project.
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 impact statement for 'Development of re-usable medical textile products - 'laminates'- with signigicantly improved resistance against washing-drying-sterilization processes', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

The project aims at developing innovative re usable medical textiles (tri laminates) for use in operational theatres, in particular surgical drapes and gowns. Increasing hygienic and medical safety standards, economic constraints in health system budgets, legislation restrictions and increasing costs for waste disposal will push the use of re usable medical textiles on a European scale. According to the results of the Exploratory Award phase, execution of the project is technically feasible, highly desirable and justified due to the interesting market perspectives expected in the medium term especially for SME, the transnational nature of the partnership necessary to succeed in the targeted heterogeneous European market and the expected positive impacts of the new materials to resolve a number of critical issues in medical surgery in a combined effort (medical safety, economical, ecological dimension). The target of the research work is the maximum number of washing drying sterilization (WDS) cycles that has to be achieved in the product life cycle, while keeping all safety standards. The targeted number should be in the range between 60 and 100 cycles. Durability and reliability of the materials and products will determine their acceptance. The proposed work programme comprises the following tasks: Analysis of materials and processes relevant to the products, detailed specification of the R&D work, pilot production (lamination, confection), application in clinical enviroment (re use, repair, handling, momitoring), extensive measurement and testing programme (mechanical, physical, chemical, safety properties), and a technology and market watch.
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 'Weather, Climate and ENvironmental information for Tourism' (WeCENT), addressing dissemination and exploitation.

assistant: **Impact**

The proposed research aims to fill a niche in the weather/climate/environment information tailored to the usual touristinterests, in the same time reaching beyond the conventional exploitation paths of Earth Observation data. The proposaladdresses several challenges identified by EU policy in tourism - economic competitiveness, technological challenges,markets and competition – and focuses on the development of innovative environmental products for the tourism sector,including a framework for their free/commercial delivery. The specific research objectives, each leading to a novel result, areas follows: (1) quantify user interests related to environmental features for 4 destination types (novelty: basis fordevelopment of a new index for rural areas); (2) select and shape relevant climate and environmental information based onsite-, season- and leisure activity specifics (novelty: fine-tuned, individualized information); (3) translate EO data into friendlyto-use information (novelty: EO products adapted for tourism); (4) deliver it to the user in a compact and timely manner(novelty: user-fitted communication form). The research work toward these objectives will involve literature reviews,questionnaires, processing climate data into specific tourism and bio-meteorological indices, processing and ‘packing’ ofsatellite products employing a user-oriented formulation, as well as a strong component on stakeholders involvement. Atcareer level, the work will allow to build a unique scientific expertise comprising interdisciplinary and inter-sectoral researchcapabilities and transferable aptitudes, to be further exploited through existing and new collaboration projects and networks.The scientific results will lead to development of innovative downstream integrated information add
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 'Labelling of engineered nanomaterials for nanosafety tracing' (NanoLabels).

assistant: **Concept**

Major uncertainty still exists on the safety of engineered nanomaterials (ENMs). This is primarily due to difficulties in studying such small-scale objects and especially tracing their fate and behaviour in laboratory experiments and, even more so, the environment. Labelling of ENMs can serve a very important role of tracer in the environment, and ultimately be used as a tool to create unique ENM identities and support the concept of “safer-by-design”. The proposed project will compare different labelling techniques, both conventional (fluorescent labels) and emerging (stable isotopic and chemical labelling) where the host and ER have complementary expertise, and investigate multiple labels. It will consider aspects of industrial synthesis and scaling up and carry out a field experiment involving labelled ENMs. The ER will be hosted by the team who pioneered stable isotope labelling of ENMs and benefit from placements with the JRC and Glantreo, whilst bringing to the project his own unique expertise on ENM synthesis and tracing.