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 the 'Concept and Approach' section for a Horizon Europe proposal on 'LEad fast reactor Safety design and TOols'.

assistant: **Concept**

Shortening the time-to market of the LFR technology is an ambitious, but undeniably important factor to attract additional investments, thanks to the lower initial risk, added flexibility, and faster return of experience. Industries and utilities sharing the vision of a competitive LFR of a small and medium-size with modular features will be attracted by the compressed deployment roadmap, and will play a leverage role at national and European level, strengthening synergies and creating public–private–partnership opportunities. In this context, the European community working on the LFR development and deployment assumed the commitment, among others, to highlight the technical open issues and existing research infrastructures, aiming to support the R&D phase through European, national and in-kind contribution of the involved partners. The aim of the LESTO project is moving on along the depicted roadmap, aiming at further developing the LFR technology, supporting the demonstration that LFRs can be designed, sited, constructed, commissioned and operated in line with the requirements of the actual safety standards, with particular focus on their safety features and passive safety systems. Along the project the most relevant facilities in Europe and UK will be adopted to implement a large and very comprehensive experimental database for code validation, safety assessment and component/system demonstration. Among the others, it is worth to mention the large-scale pool type ATHENA facility, being commissioned in Romania, the CIRCE pool in Italy, as well as MELECOR in UK. These facilities, with the support of research infrastructure in Belgium, Germany and Sweden represent the state of art for the LFR R&D. Large emphasis will be devoted to transient analysis in large pools, allo
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 'Biogeography and metapopulation genetics of understudied hydrozoan reef foundation species Millepora spp.' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Reef ecosystems are one of the most threatened environments on Earth. Because they provide invaluable services to coastal communities and sustain a large part of global biodiversity, the conservation of their biodiversity and functioning is vital. Millepora species are the second reef builders after scleractinians, yet little is known about them. Such foundation species, providing shelter, food and nurseries to thousands of species are essential to protect. The project “HydroReef” aims to characterize biodiversity and metapopulation dynamics of millepores through a multidisciplinary approach involving DNA barcoding, phylogeny, comparative phylogeography and population genetics on various spatiotemporal scales. DNA barcoding will accurately assess biodiversity in this problematic group. Phylogenetic reconstructions in light of geography and dating will reveal the drivers of speciation in the genus. Comparative phylogeography will help identify common evolutionary processes and biodiversity drivers among widespread Indo-Pacific species (e.g. barriers and refuges). A particular focus will be to identify past population size changes related to palaeoclimate variations. Population genetics using microsatellites and SNPs (genomic perspective) coupled to individual-based methods will provide estimates of ecological connectivity (DNA tracking of dispersal) and effective population sizes. The respective role of asexual and sexual reproductions on population persistence will be uncovered. This study will improve our understanding of some striking patterns of biodiversity (e.g. Indo-Australian-Archipelago biodiversity hotspot) and give an unprecedented view of millepore ecological functioning. It will provide information directly enhancing the protection and restoration of coral r
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 Seventh Framework proposal for the project 'Acquiring competencies in neuroendocrinology by an aquaculture researcher through investigating Gonadotropin-inhibitory hormone & Kisspeptin as mediators between environmental cues & fish reproduction'.

assistant: **Objectives**

The purpose of NeuroBass is to develop an aquaculture researcher’s career as a principal investigator of the fundamental study of reproduction for the applied optimisation of rearing environment and the resolution of reproductive bottlenecks for commercially important fish species. This detailed knowledge is urgently required and is essential for promoting the sustainability of European aquaculture. The project has been designed by the researcher (Institute of Aquaculture, Scotland), in liaison with the host (the world leading functional neuroendocrinology lab at the University of Cadiz, Spain), to gain new, state-of-the-art experience, competencies and skills in neuroanatomy and neuroendocrinology. Techniques will include in situ hybridization, immunohistochemistry, laser capture microdissection, RT-PCR, along with a physiological analysis. This cutting edge training will be achieved by means of a study to elucidate the chain of connection between environmental cues and the classical endocrine axis of reproduction in the European sea bass, Dicentrarchus labrax. It is hypothesised that two recently discovered neuropeptide systems, Gonadotropin-inhibitory Hormone (GnIH) and Kisspeptin, act as mediators of the effects of environmental factors, in particular light, on the neuroendocrine and endocrine systems governing reproduction. To examine this hypothesis, NeuroBass is divided into two research sub-projects. Sub-Project 1 is aimed at investigating the potential interaction of the environmental synchroniser, light, and its transducer neurohormone, melatonin, with the GnIH and kisspeptin neuroendocrine systems in sea bass. Sub-Project 2 is aimed at investigating the potential interaction of the two newly-discovered systems with downstream neuroendocrine and endocrine cont
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 Sixth Framework proposal on 'Strategic environmental management at european and australian industries: when does it pay to be green"?"'.

assistant: **Innovation**

This Fellowship allows the researcher to enhance his international academic training by working at the School of Management at the University of Technology Sydney (UTS), a leader among business schools in Australia, with the reintegration phase at the Cent re for the Management of Environmental Resources (CMER) at INSEAD in Fontainebleau, France. INSEAD is widely recognised as one of the largest and most influential business schools in the world. CMER is a specialised academic centre, which conducts researc h on the interface between organisations and the natural environment. The characterisation of scenarios favouring and/or hindering the profitability of environmental investments, as well as the possibility to become sources of competitive advantage cover the main research agenda of the Fellowship. The project will analyse empirical cases from the European and Australian contexts, which aim to answer the following research question: Why environmental initiatives developed by European and Australian firms resulted in economic and/or market success or failure?" The training objectives of the proposal cover the three main areas of academic scholarship - research, education and publishing - as well as the additional objective of dissemination of scientific kn owledge to civil society. Hence the Fellowship should significantly enhance the scholar's analytical skills for research, as well as the translation of research results into academic papers and educational material, which can be used in both academic and practitioner contexts. The research encompassed by the Fellowship clearly defines the variables involved in the 'pays to be green' research area - as it has been popularised. For this reason, it represents an enormous contribution to the formation of the core researc
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 'Single cell omics of the Oligodendrocyte Lineage in develOpment and disease' (SOLO), addressing dissemination and exploitation.

assistant: **Impact**

One of the current challenges in biology is the characterization of specific cell types and states. Advances in single cell transcriptomics technologies have shown a higher heterogeneity in apparently homogeneous cell populations. However, in order to understand cellular identity and function it is fundamental to learn from both the epigenome and the transcriptome of the single cells. With this project I aim to study transcriptional/epigenetic states of cells from the oligodendrocyte lineage in healthy states and Multiple Sclerosis. Oligodendrocytes are glial cells in the central nervous system that produce myelin, a lipid-rich membrane that insulates neuronal axons. Abnormal or defective myelination is characteristic in diseases with high impact in health like for instance Multiple Sclerosis. During oligodendrocyte precursor cells proliferation there is an interplay between transcription factors and epigenetic modifiers essential for the acquisition of specific cell fates. In diseases like Multiple Sclerosis, the disruption of these states leads to decreased ability to repair myelin. I will develop computational pipelines and methods to integrate single cell epigenomic and transcriptomic data. The development of computational methods and benchmarks datasets will provide insights into the regulatory processes and elements shaping the oligodendrocyte cell identity in development and disease. Moreover, the methodology resulting from this project will be an important contributor to the development of novel computational approaches to tackle single cell technologies.
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 'UR4energy: Underwater Robots for efficient ocean energy harvesting' under Horizon Europe.

assistant: **Concept**

The renewable energy input in the grid is not sufficient to cover the European energy demand, which largely still depends on fossil fuels. To reach the goal of climate neutrality by 2050, Europe needs to diversify and improve the adoption of renewable energy technologies. A yet-untapped source of energy can be found in the ocean. While wave and tidal energy have been explored, the reliable and predictable vortex wake energy has not been harvested yet as a renewable energy source. UR4energy will tap into this energy source by developing an efficient way to harvest it by using Underwater Robots. In this project, Prof. Pettersen will prove the technical and commercial feasibility of an underwater robot for ocean energy harvesting. Prof. Pettersens group will integrate the expertise of two partners, i.e., Inventas AS and NTNU Technology Transfer AS, for the development of the prototype and the monitoring of the patent landscape, respectively. UR4energy contributes to the ocean energy market, one of the fastest growing renewable energy markets (CAGR 2022-2030 = 33.5%) with a versatile technology that has the potential to support the EUs independence from fossil fuels, while contributing to research on robotics and autonomy for underwater robots.
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 Seventh Framework proposal on 'Water-walking insects: marrying evo-devo with ecology for a better understanding of morphological evolution'.

assistant: **Innovation**

Understanding the origin of the remarkable biodiversity in nature is an important goal in biological studies. Despite recent advances in evolutionary developmental biology, our understanding of the interaction between developmental genetic processes and the ecological environment in shaping the phenotype remains largely fragmented. This is mainly because of the difficulty to transfer molecular genetic tools to natural systems where we have a good understanding of the ecology. In this proposal, we combine original natural systems, water-walking insects, with state of the art tools of functional and developmental genetics, to study the interplay between developmental genetic pathways and the ecological environment, and how this interaction can shape adaptive phenotypic change. About 200 million years ago, the common ancestor of water-walking insects (Heteroptera, Gerromorpha) invaded water surface and radiated into a diverse array of niches, from shorelines to open oceans. This ecological transition and specialization is associated with an array of adaptive changes that enabled these insects to support their body weight and generate efficient propulsion on the water surface.In this project, we aim to develop a multilevel functional approach that combines developmental and evolutionary genetics, ecology, and comparative genomics and transcriptomics, to study a set of key morphological traits directly associated with the initial event of transition to water surface life, and the diversification that followed. To achieve this, we chose three water-walking insects, along with a terrestrial and under-water outgroups, based on their morphology, ecology, and amenability for laboratory culturing and functional experiments. We will identify the genes and genetic changes responsibl
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 'Development of an active film for smart windows with inkjet method.Application to a building envelope component: autonomous smart device' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

The SMARTBLIND project aims at developing an Energy Efficient Smart Window including a hybrid film constituted of an electrochromic LC film and a photovoltaic film both printed on the same long-lasting flexible substrate. The realization process will be implemented thanks to electrochromic and photovoltaic inks especially formulated to be ink-jet printed.A reduction of the windows U-value down to 0.3 W/m².K is targeted by combining the hybrid film to an appropriate window frame.An important part of the SmartBlind project will furthermore be devoted to the related parts, such as connectors and film control, sustainability, life cycle and recyclability.More particularly, the SmartBlind consortium has defined 4 main objectives:1.To reduce weight by 50% compared to glass window, while offering transparency and flexibility.2.To improve the optical response time of windows while enabling the switching of large panes.3.To integrate an electronic control system with an embedded power source.4.To guarantee a low-cost industrial solution adaptable to large and shaped surfaces.The main steps of the work plan include:aBasic materials: substrate treatment, formulation of electrochromic and photovoltaic inks to be adapted to ink jet printing.bPrinting process.cSimulation and building integration.dMechanical tests, ageing and Life Cycle Assessments.eProof of concept.Expected energy savings will be examined. Producing the hybrid flexible film and the windows (simple or multiple panes) will allow reaching new building market as well as renovation market.The consortium is SME driven. Universities and research centers as well as end user support the research part. The multidisciplinary team gathers 13 partners from 7 EU countries.
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 'Building a Human Tumour Microenvironment', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Even at their earliest stages, human cancers are more than just cells with malignant potential. Cells and extracellular matrix components that normally support and protect the body are coerced into a tumour microenvironment that is central to disease progression. My hypothesis is that recent advances in tissue engineering, biomechanics and stem cell biology make it possible to engineer, for the first time, a complex 3D human tumour microenvironment in which individual cell lineages of malignant, haemopoietic and mesenchymal origin will communicate, evolve and grow in vitro. The ultimate aim is to build this cancerous tissue with autologous cells: there is an urgent need for models in which we can study the interaction of human immune cells with malignant cells from the same individual in an appropriate 3D biomechanical microenvironment.To achieve the objectives of the CANBUILD project, I have assembled a multi-disciplinary team of collaborators with international standing in tumour microenvironment research, cancer treatment, tissue engineering, mechanobiology, stem cell research and 3D computer-assisted imaging.The goal is to recreate the microenvironment of high-grade serous ovarian cancer metastases in the omentum. This is a major clinical problem, my lab has extensive knowledge of this microenvironment and we have already established simple 3D models of these metastases.The research plan involves:Deconstruction of this specific tumour microenvironmentConstruction of artificial scaffold, optimising growth of cell lineages, assembly of the modelComparison to fresh tissueInvestigating the role of individual cell lineagesTesting therapies that target the tumour microenvironmentMy vision is that this project will revolutionise the practice of human malignant cell researc
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 'Next generation renewable energy portfolio asset management based on predictive analytics' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Isotrol, as a specialist on ICT solutions for renewable energies, has identified a business opportunity of develop and take to market a new generation of portfolio asset manager based on analysing on the large amount of technical and economic data available.The consolidation of the renewable energies sector and the change of centre of gravity from technical towards financial and asset managers as the main players in the sector. These actors handle hundreds or thousands of energy generation facilities from a large diversity for sizes and technologies (Wind, Photovoltaics, Biomass, Hydro) that has purchased from promoters.  The existing tools in the market are based on informational systems or scorecards for the main parameters of the facilities, but, in general, have not been able to take advantage of the complete digitization of the processes and the new techniques of BigData, predictive analytics and systems capable of learning that are capable of provide detailed insights of the portfolio for: a) detecting non-optimal production. b) selling energy strategy and c) O&M cost reductions. The solution is focused as a services (SaaS) for the management of the portfolio, providing specific information about these three areas. On-premise installation for some customers are also foreseen. This data driven predictive analytics over the detailed information of a renewable portfolio is expected to increase the revenue for asset manager in a 10%.Renewable energies is a key sector for EU economy that already employs over 1 million people and accounted for EUR 144 billion in 2014. The Renewable Energy Directive has the aim of making the EU world number one in renewables. European Commission has set the objective of 27% share of renewable energy for 2030. Growing rates for large (‘ut