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 clear, measurable objectives and define the scope for the project 'Synthesis of Hybrid Metal-Semiconductor Tetrapod Photocatalysts for Improved Water Splitting' (HMST-PC) under Horizon 2020.

assistant: **Objectives**

While modern photovoltaic cells (PVCs) are capable of efficiently and directly generating usable electricity from sunlight, daily variations in availability of this key resource during day/night cycles points to a need to store the generated power for use when the PVCs are not active. To this end, systems that directly use the energy of sunlight to drive chemical reactions that otherwise would be thermodynamically uphill have been vigorously studied since the late 1960s. Such “solar-to-fuel” generating systems are targeted to store energy from sunlight in the form of chemical bonds which can be later broken with mild external stimulus to provide energy on-demand. Of these systems, the most studied for the collection and storage of solar energy is the photoinduced solar water splitting reaction, wherein liquid water is broken down into hydrogen gas (H2) and oxygen gas (O2) using semiconductor photocatalysts. This proposal seeks to develop a novel nanoscale Hybrid Metal-Semiconductor Tetrapod Photocatalyst (HMST-PC) for solar energy conversion. This catalyst is specifically designed for the efficient generation of fuels (H2 and O2) from only sunlight and H2O. The nanocatalyst will consist of: i) four light-absorbing CdS antennae, ii) an embedded CdSe core to guide internal energetics, iii) a binary noble metal cocatalyst for H2 evolution, and iv) a robust metal-oxide cocatalyst for O2 evolution. In addition to developing an all-in-one solar photocatalyst, fundamental scientific advances made in this action will serve to i) expand the toolbox of precision nanomaterials synthetic methods available to researchers, ii) address long standing issues of charge-extraction in nanoscale catalyst systems, and iii) develop new methods to stabilize functional photocatalysts against ph
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 'Euro-Argo Improvements for the GMES Marine Service' in the context of a Seventh Framework call.

assistant: **Objectives**

Argo is an international array of 3000 profiling floats that measure temperature and salinity throughout the deep global oceans, down to 2,000 metres. It is the single most important global in-situ observing system for the GMES Marine Service. Argo provides critical observations of the ocean interior that are required to constrain, together with satellite observations, GMES Marine Service modelling and forecasting systems. The European long-term contribution to Argo is organized as part of the Euro-Argo research infrastructure that will become in early 2012 a new European legal entity. The main challenges for Argo and Euro-Argo are 1/ to maintain the global array and ensure its long term sustainability and 2/ prepare the next phase of Argo with an extension towards biogeochemistry, the polar oceans, the marginal seas and the deep ocean.  Meeting such challenges is essential for the long term sustainability and evolution of the GMES Marine Service. This requires major improvements in Argo float technology. New floats with improved capabilities are or will be soon available from float manufacturers. They require, however, extensive testing at sea before they can be used for operational monitoring.  The Euro-Argo data centers need also to be upgraded so that they can handle these new floats. E-AIMS will organize an end-to-end evaluation of these floats (from float design down to the use by GMES). Observing System Evaluations and Sensitivity Experiments will also be conducted to provide robust recommendations for the next phase of Argo that take into account GMES Marine Service, seasonal/decadal climate forecasting and satellite validation requirements.  E-AIMS will thus demonstrate the capability of the Euro-Argo infrastructure to conduct R&D driven by GMES needs and demon
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Genetic architecture of an evolutionary novelty: the development of the male-specific turban-shaped eyes of Cloeon dipterum' under Horizon 2020.

assistant: **Concept**

Evolutionary innovations are biological revolutions: new organs are critically associated with the emergence of new species and their exploitation of new niches. Despite their importance in the history of life, how morphological novelty arises and evolves is a long-standing question in Evolutionary Biology. In this proposal, I will address the genetic basis of the emergence of one of the most striking examples of a sexually dimorphic novel structure. Males of the mayfly species Cloeon dipterum develop, in addition to the compound eyes (shared by males and females), an extra pair of extremely large dorsal, turban-shaped eyes. To unveil the genetic forces that control the specification and development of this new visual system, I will combine a number of experimental approaches, including non-invasive imaging using X-Ray microtomography, gene expression analyses, genomics, transcriptomics, epigenomics and genome editing to knit a gene regulatory network. This network will be mapped in time and space onto the developing structures and it will help finding which genetic changes trigger the development of the turbanate eye and how these changes operate. This research will represent one of the most detailed studies to understand what are the genetic causes underlying morphological novelties. In addition, establishing C. dipterum as a model will serve as a foundation for further investigations in an organism placed in a key position in the phylogeny of insects, creating a new scientific line for my future establishment as an independent researcher.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Development of technology building blocks For structural health monitoring sensing devices in aeronautics' under Seventh Framework.

assistant: **Concept**

NEEDS and CONCEPTS: Structural Health Monitoring (SHM) will be very important for Aeronautics. A study from Goodrich stated: Structural Health Monitoring shows a great potential in terms of cost savings coming from the benefits it would have on inspections which are currently about 25% of the Life Cycle Cost of an airline". Some applications are intended to explore the “out-of-flight domain” conditions However, achieving such goals today is not possible for aeronautics, with the non-intrusiveness, autonomy, size and cost requirements. Eventually, sensing devices need to be built with low power consumption components and to use low power consumption architectures and management, while necessary components or building blocks need to be adapted for aeronautics. OBJECTIVES: TRIADE will contribute to solving this issue by providing technology building blocks and fully integrated prototypes to achieve power generation, power conservation, embedded powerful intelligence–data processing/storage and energy management for structural health monitoring sensing devices in aeronautical applications. TRIADE addresses the AAT-2007 work programme in so far as it integrates new concepts (neural networks), knowledge (energy management) and technologies (SOI) into one application and prototype. Energy management objectives and milestones of TRIADE will be assessed when compared to the following measurable goals: implementing an architecture, where energy management will bridge the gap that exists today between a need of 250 mAh in most modern, comparable products to less than 30 mAh available power in most modern harvesting and storage solutions"
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 'Innovative systems and the boundary problem', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

As the EU expands, our ability to integrate diverse cultures without overt 'cultural engineering' or suppressing cultural diversity will determine our success in finding peaceful solutions to problems of convergence. 'Convergence', in this sense, is the process of harmonizing local administrative and political institutions with the principles of sound governance established for the Community as a whole.Convergence invariably creates conflicts of interest on national, regional and local scales and the peaceful enlargement of the EU is probably the biggest challenge Europe has faced since the end of WWII. Investment in cultural research is clearly necessary, not least because the integrative challenges we face now will soon be dwarfed by those of economic globalization. Any general lessons we can learn about cultural ecodynamics will obviously be of strategic significance later in the century. Innovation involves work between epistemic communities that may bring physical, life and human scientists into contact with each other and stakeholder communities.It is hampered by clashes about whether boundary judgments - the definitions of systems and problems - are universal and real or expedient and socially constructed. ISBP will avoid extreme positions and explore ways of managing the tension between these ideas in integrative research. At one end of the spectrum we will study issues in cultural and natural resource management to understand how negotiating new institutional and epistemic boundaries can reduce tension between antagonized stakeholder communities and promote social cohesion.At the other, we will explore the ways of characterizing problems in natural science using heuristic data-mining methods to search for boundary judgments that help make problems tractable. We
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 'Low Resource Artificial Intelligence' to be submitted under Horizon Europe.

assistant: **Abstract**

The main objective of the lorAI project is to upgrade the Kempelen Institute of Intelligent Technologies (KInIT) to a leading R&I institution in low resource artificial intelligence (LRAI) in Slovakia and Europe (with help of advanced partners – top European AI research institutes ADAPT, DFKI and CERTH). The core of lorAI’s impact stands on three pillars: 1) nurturing talent and personal capacities, 2) pursuing research excellence in low resource AI (LRAI), and 3) innovation and technology transfer with elaborated outreach programmes. LRAI represents a global research challenge yet is also relevant to the EU region by developing efficient AI operating with limited resources to increase AI availability (for society and industry) and environmental sustainability. Despite tackling the low complexity and computational costs of AI, Centre of Excellence will explore AI applications for the NLP and Green environment (i.e., domains of energy usage optimization, anomaly detection).  The activities of the CoE are grouped into ten focused Excellence programs, which, in synergy, contribute to expected impacts overseen by the call and destination by increasing research capacities and competence, funding acquisition capacities, excellent research with societal and economic impact, engagement of industry and wider R&I ecosystem, and internationalization.  Aligned to Slovak and EU strategies (e.g., Slovak Smart Specialization, Coordinated Plan on AI, Green Deal), the lorAI project builds on a unique opportunity of ongoing programs (e.g., EUs Recovery and Resilience), importance of AI and environmental challenges, to multiply effects of the measures resulting in improving Slovak R&I culture and stimulate reforms.  Thanks to the CoE governance model, autonomy is guaranteed. The diversifi
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Gene Therapy: Modeling Synthetic DNA Delivery Systems' under Seventh Framework.

assistant: **Concept**

Gene delivery techniques offer great hope in developing effective therapies (gene therapies) for serious human diseases. Currently the major challenge in clinical trials is the development of both safe and efficient DNA delivery systems (vectors). Synthetic vectors appear to be safer and more versatile but have significantly lower delivery efficiency than their viral counterparts. In this project we propose a novel molecular-level numerical approach to investigate and determine the properties of synthetic vectors that maximize gene delivery efficiency. We will focus on dendrimers, one of the most promising synthetic polymer vectors under consideration in clinical trials. The specific gene delivery stages to be studied are (1) DNA/polymer complex (polyplex) formulation, (2) polyplex binding to cell membrane, (3) polyplex dissociation to release the DNA, and finally (4) the nuclear entry of DNA. To realistically represent both structure and dynamics over the great length and time scales of the system, we will use two well-established, parallel, coarse-grained molecular dynamic simulators: LAMMPS (large-scale atomic/molecular massively parallel simulator) and MHR (molecular high roller). Appropriate code modifications and extensions will be also incorporated to meet project needs and maximize the simulation’s efficiency. The major aim of this study will be the development of an on-line database of polyplex structures, providing their properties in the different stages of gene delivery. The anticipated results of this project will provide a quantitative description of the mechanisms involved in gene delivery and can also be a rational design tool for the next generation of efficient synthetic vectors. The proposed research is a multidisciplinary and novel numerical study th
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 'SmArt water management with Integrated Decision support systems' (SAID).

assistant: **Concept**

The need for providing high quality water to citizens and to reduce damages produce by floods and droughts has motivated research and development of many software-based decision support systems (DSSs). However, despite the notable technical advances DSSs, most of the water infrastructures in Europe are still managed by expert operators based on traditional best practices but with little support from these new smart tools. The objective of SAID project is to involve the final users and the SMEs in order improve the production and deployment of more smart water management systems in Europe.The project will focus in the deployment and evaluation of a complex demonstrator, composed by several heterogeneous and innovative DSSs in the same river basin. This demonstrator, in the south of Spain, represents many similar basins in Europe, and will be based on cutting-edge DSS technologies in four areas: flood control (including the optimization of dam management), quality of water, energy production and energy consumption.  The feedback from the final users will drive the improvement of the DSSs and the development and validation of a software platform that facilitate the integration of existing and future DSSs.SAID project will be carry out by water management authorities, companies operating water infrastructures, SMEs that produce DSS and research centers with proved knowledge in techniques and technologies  for  real-time data monitoring, environmental  modeling, simulation and optimization of the water related elements.SAID will contribute to the initial action 1 (Smart water management systems) identified in the priority 4.7 Decision support systems and monitoring in the Strategic Implementation Plan of the EIP on Water.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'AEROSPACE HOUSING FOR EXTREME ENVIRONMENTS' under Seventh Framework.

assistant: **Concept**

The amount of electronically controlled tasks in modern aircraft is increasing steadily and the overall weight of an aircraft has reached a magnitude that requires an analysis to obtain mass reduction. Conventional electronics enclosures are made from metal. Most of the boxes fielded today offer a monolithic architecture in the form of closed box packed with electronics and lots of connectors at the front or the back with corresponding heavy cable harness. The proper housing protects the electronics against the environment, ensures EMC and supports the thermal management. In order to reach higher power density and lower costs the optimisation of the housing is a must.Modern structures built in composite technology are able to provide important mass savings with respect to conventional designs. The advantages of high performance composites are many, including lighter weight, the ability to tailor lay-ups for optimum strength and stiffness, improved fatigue life, corrosion resistance and, with good design practice, reduced assembly costs due to fewer detail parts and fasteners.The objective of the present project is the development of an integrated solution for a lightweight hermetic sealed power electronic housing for unpressurised area with cost neutrality and according to DO160. The final objective is the reengineering of the flat top and bottom covers of the housing in order to demonstrate the technical and economical viability of composite materials as housing materials for extreme environments. The aluminium vertical walls providing the attachment points to the electronic components and to the covers will be maintained in the prototype design. Thus, a hybrid composite-aluminium enclosure will be developed and validated against the requirements fulfilled by the curre
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 'Modular urban guided rail systems' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

The main target of the MODURBAN project is to design, develop and test an innovative and open common core system architecture and its key interfaces (this covers Command Control, energy saving and access subsystems), paving the way for the next generations of urban-guided public transport systems. This approach will be applied to both new lines as well as the renewal and extension of existing lines and will encourage cost-effective migration from driver to driverless operation. It will also avoid the risk of new rolling stock and subsystems being built from unproven prototype sub-assemblies.The principal elements to be defined in the MODURBAN Integrated Project using end-users requirements and validation are:- Onboard intelligent interfaces (MODONBOARD)- Way side intelligent interfaces (MODWAYSIDE)- Passenger + access related items (MODACCESS)- Communication systems (MODCOMM)- Energy savings related aspects (MODENERGY)- System approach for functional + technical prescription and global risk assessment (MODSYSTEM)The prototypes issued from the different modules will be tested in real conditions (Metro de Madrid).The consortium is representative of the European Urban transport industry (6 system manufacturers, 10 subsystem-suppliers, 8 operators, 2 industrial associations, 8 Academic partners) and including 3 SMEs. It gathers 39 partners from 12 EU countries, including 3 accessing countries (Poland, Hungary and Czech Republic) and two non-European country (Chile and Canada). The whole duration of the project is 48 Months.
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 'Harmful algae blooms initiation and prediction in large european marine ecosystems' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

The aim of HABILE is to assess and quantify the environmental conditions required for the formation of identified HAB in three European Large Marine Ecosystem. HABILE's objectives will be achieved through a co-ordinated integrated observational and modelling approach. The project will focus on the analysis of long-term time series (up to 10 years) of in site monitoring and satellite ocean colour data for improved understanding of the conditions of formation of region-specific HAB. The model predictions will under different anthropogenic forcing scenarios be used to assess the impact a reduction of nutrient load may have on HAB occurrence and ecosystem functioning in the Baltic Sea, The North Sea and the Northern Iberian coast. The socio-economic impact of a reduction of HAB events will be assessed for fisheries/aquaculture, tourism, and food industries through a project dedicated industrial/governmental organisation user reference group.