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 'Southeast asia in transition. social transitions, environmental impacts and policies for sustainable development' (1998-2002) under Fifth Framework.

assistant: **Objectives**

'Southeast Asia in Transition' aims at studying ongoing social and related ecological transition processes in 4 different Southeast Asian countries (Thailand, Laos, Vietnam, the Philippines).A consortium of 7 Southeast Asian and 5 European partners will carry out separate country studies and then analyse the generated data along selected thematic priorities according to different methodologies supplied by the European partners. By identifying relevant factors of society-environment relations in individual countries and through comparison, the consortium will work out policy option for sustainable development in the region. Furthermore, the consortium plans to establish a permanent research network on 'Transition Studies' beyond the duration of 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 executive summary for the EU project 'Finding the Origin of Gas in Galaxies with MeerKAT' (MeerGas) targeting Horizon 2020.

assistant: **Abstract**

Neutral hydrogen drives galaxy evolution. It is the fuel for star formation. However, there is not enough present in galaxies to sustain star formation over the lifetime of the universe. Galaxies must acquire their gas from an external source through an  as yet  undetected process. MeerGas will identify how galaxies replenish their gas supply and will thereby deepen our understanding of galaxy evolution. Simulations suggest that filaments of gas, which transfer intergalactic material, feed many galaxies. This process, called cold accretion, has not been observed directly as it needs sensitive observations that are virtually impossible with current telescopes. The new MeerKAT radio telescope in South Africa, the largest cm-wave synthesis radio telescope in the southern hemisphere, will fundamentally change this. MeerGas uses high-resolution, high-sensitivity 3D observations of neutral hydrogen in 30 nearby galaxies obtained from the MHONGOOSE Large Survey Project, the highest-ranked MeerKAT imaging key survey. Uniquely, these observations probe structures up to two orders of magnitude fainter than in previous nearby galaxy neutral hydrogen surveys. The MeerGas analysis of these data will be unparalleled in its ability to determine the nature of accretion. MeerGas will be the only systematic study of accretion at high resolution and high sensitivity until the completion of the Square Kilometre Array in a decade.The analysis of these unique data will be a challenge as the data volume will be two orders of magnitude larger than all recent nearby galaxy neutral hydrogen surveys combined. Through my extensive experience in nearby galaxies research and neutral hydrogen observations, I am uniquely qualified to lead this ambitious project, which will yield precision studies of t
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 'Operator theory on c*-algebras', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

Research objectives and content To further study the structure of the local multiplier algebra of a C*-algebra and investigate its application to operator theory. Training content (objective, benefit and expected impact) To complete the research monograph on local multipliers and test it on a course on operator theory on C*-algebras.
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 'Multi-layer network modules to identify markers for personalized medication in complex diseases'.

assistant: **Objectives**

The symptoms of complex disease like allergy, obesity and cancer depend on the products of multiple interacting genes. High-throughput techniques have implicated hundreds of genes. There are also considerable individual variations. A clinical implication of this may be inadequate treatment response, which is increasingly recognized as a cause of increased suffering and costs. Ideally, physicians should be able to routinely personalize medication based on a few diagnostic markers. Finding such markers is a formidable challenge. We hypothesize that translational clinical studies based on high-throughput genomics, advanced computing and systems biology may help to identify markers for personalized medication in complex diseases.  We organize disease-associated genes in networks that are analyzed in a top-down manner. First, modules of interacting genes with distinct biological functions are identified. Then the modules are dissected to find pathways and finally upstream genes with key regulatory functions. We use bioinformatic methods that were recently described by us in Nature Genetics and Nature Biotechnology. An important focus of this project is to develop these methods to form multi-layer modules that integrate information about disease-associated changes on the DNA, RNA and protein levels. Since these levels interact, studies of the different levels can be interactively used to cross-validate the modules. This involves both genetic and experimental studies, but the ultimate test of the modules will be if they can be used for clinical predictions. For example, changes in RNA expression may be caused by a single nucleotide polymorphism (SNP) in a regulatory region. If so, the corresponding protein is tried as a marker to personalize medication. We have chosen hay feve
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 'Compact uLtrA-efficient mid-infRared photonIc sysTems based on low noise quantum cascade laser sources, wide band frequencY converters and near-infrared photodetectors', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The mid-infrared spectral region is emerging as the wavelength region of preference for a number of applications including free space communications, absorption spectroscopy, chemical and biological sensing and LIDAR applications. For all the classes of different applications, the key elements of the mid-infrared system are the optical source and the detector.The optical source need is adequately served by the youngest diode laser, the well-known quantum cascade laser. Quantum cascade lasers have reached a certain degree of maturity, however they are still inferior to their near-infrared counterparts in terms of intensity noise and high speed modulation performance. The least developed area in MIR photonics though is photodetection characterized by slow responce and low detectivity performance.The above fundamental technological limitations, besides high cost and complex manipulation, set a barrier in the process of realising miniaturized, high performance photonic systems for MIR applications.CLARITY will propose and develop a set of technologies which will radically change the current scenery of mid Infrared photonic systems in terms of performance, size and cost.Ultimate Goals of CLARITY are to:1.\tDesign and implement quantum cascade laser systems with sub-shot noise performance.2.\tDesign and implement wide band, highly efficient mid-infrared to near-infrared converters relying on third order nonlinear effects in silicon waveguides and soft-glass fibres.3.\tDesign and implement mid-infrared photonic integrated circuits based on III-V and IV materials capable of bringing together the novel technological concepts of the project in a single chip.<br/>Upon its completion, the project will deliver a new class of MIR tools offering at least one order of magnitude higher
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 'BIOS: The bio-intelligent DBTL cycle, a key enabler catalysing the industrial transformation towards sustainable biomanufacturing' (BIOS).

assistant: **Concept**

The usage of fossil resources leading to increasing atmospheric CO2 levels and global climate change should be rapidly replaced by implementing a circular economy. Circular bioeconomy converting sustainable substrates in moderately operating bioprocesses offers a plenitude of solutions. While synthetic biology provides a multitude of tools for strain engineering, their rapid use in hosts for optimal performance under industrial conditions is still challenging. Promising innovations are often trapped in the valley-of-death as strain engineering faces a too complex space of putative manipulations. Novel approaches are needed to increase speed and success rate of strain and bioprocess engineering. The bio-intelligent approach, rigorously applied in BIOS, aims to accelerate and improve the conventional design-build-test-learn (DBTL) cycle for strain and bioprocess engineering. Interdisciplinary collaboration will bridge microbiology, molecular biology, biochemical engineering with informatics, automation engineering, and mechanical engineering. Novel innovative metrics, biosensors, and bioactuators are developed for bi-directionally communication at biological-technical interfaces. Digital twins are created mimicking cellular and process levels. Integrating AI not only improves prediction quality but also enables hybrid learning, the key reason to increase speed and success rate in the novel bio-intelligent DBTL cycle (biDBTL). The power of biDBTL will be showcased by creating P. putida producer strains for terpenes, polyolefines, and methylacrylate. All are highly attractive products with a high potential for reducing anthropogenic greenhouse footprint. BIOS will open the door to a de-centralized, networked collaboration for strain and process engineering that efficiently
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 Europe proposal for the project 'Building Resilience Through Citizen Science-Driven Approaches to Invasive Species'.

assistant: **Objectives**

Fostering resilience in ecological systems is a cornerstone of European Union programs (e.g. Climate, Environment & Maritime) aimed at ensuring a sustainable future, especially when we consider the ecological disruptions determined by the spread and establishment of Invasive Alien Species (IAS). They pose a formidable threat to global biodiversity, undermining the resilience of ecological stability and exerting substantial pressures on vital ecosystem functions and services. In Europe alone, an estimated 11% of approximately 12,000 introduced species are classified as invasive, inflicting extensive environmental, economic, and social harms. Recent assessments highlight that it will be difficult to achieve the ambitious goals of the EU Biodiversity Strategy for 2030 in terms of reducing the impacts exerted by IAS due to the inadequate level of knowledge and the fragmentation of competencies. As a result, we need to reconsider management strategies for IAS, demanding for more integrated, effective knowledge that encompasses multidisciplinary, inter-sectoral, and international dimensions. To achieve this, the project BUILDERS has the ambition to combine three pivotal disciplines: (i) Citizen Science, (ii) the study of animal behaviour and (iii) the bio-functioning monitoring. The integration of the respective approaches not only innovatively addresses the complex challenges posed by IAS - overcoming disciplinary barriers - but also promotes the career advancement of researchers and professionals in the field at various stages. The objective of BUILDERS is to provide advanced training opportunities through a network of 7 academic and 4 non-academic partners spread across 6 European countries—Austria, Belgium, Croatia, Italy, Portugal, and Romania—and Brazil.


**Keywords:**
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 'Dissemination and discussion of the externe methodology and results (DIEM)' (DIEM), addressing dissemination and exploitation.

assistant: **Impact**

Within the ExternE project series funded by the EC a methodology for assessing external costs of energy use has been developed which is widely accepted and used. During the last years a number of improvements have been made, of which many of the users are not aware. The main objective of this proposal is a harmonisation and - as far as possible - agreement on the currently best way to estimate external costs; and the dissemination of this harmonised methodology. The major sources for discussion and uncertainty - dose-response functions and monetary values - will be discussed with the major experts in these fields to come to conclusions on which functions/values to use according to current best knowledge. Furthermore the methodology and the results will be made more widely known to stakeholders and policy makers and a forum for discussions will be provided. Methodology/results and the computer tool ECOSENSE will be accessible via internet.
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 'Development of Flexible single and tandem II-VI-Based High Efficiency Thin Film Solar Cells' (FLEXSOLCELL).

assistant: **Innovation**

The primary aim of this research project is to develop low cost photovoltaic systems. Routes to decrease “cost per Watt” are either to reduce the cost of the technology or to increase its efficiency. The first of these is addressed by the use of thin film technology for low cost deposition at low temperatures and with low material usage. The second is addressed by using multiple threshold devices to push efficiencies beyond the Schockley-Queisser limit for single band-gap PV cells. Our research activities will focus on the study and development of new electronic devices for both PV and optoelectronic applications. Materials of interest for PV system include compound II-VI thin film semiconductors, especially CdTe, transparent conducting oxides required for the fabrication of solar cells.  The main goal of this project is the development of polycrystalline growth techniques of high efficiency CdS/CdTe and ZnSe/CdTe solar cells on the polyimide substrates in different substrate configurations. Continuation of joint research towards the development of commercially viable CdTe-based solar cells will be build on the research collaboration, which will successfully combine the glass and flexible solar-cell fabrication by close space sublimation (CSS) and hot wall technique (HWT) at Moldova State University, chemical bath deposition (CBD) and electrodeposition at University of Trieste, Italy with the characterization and analysis expertise in mechanism of CdCl2 treatment process, annealing ambient and formation of electronic properties of the layers and junction at Tallinn University of Technology, Estonia.  Specific goals of the project are (1) increased cell efficiency to near 15% by improvements in electrical contact and reductions in window-layer absorption, (2) demonstrati
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 'Developing high energy density fast charging lithium sulfur battery' (FASTLISBAT) targeting Horizon Europe.

assistant: **Abstract**

The EU Green Deal Action Plan identifies electric vehicles (EVs) as key to reducing emissions from transportation. Adoption of EVs is closely linked to progress in rechargeable battery technology. While lithium ion (Li-ion) batteries dominate the EV market, there is a need to develop safe batteries that provide high energy density, fast charging, and are free of expensive metals such as Ni/Mn/Co – as outlined in “Battery 2030+” roadmap. Lithium-sulfur (Li-S) batteries are promising for beyond Li-ion battery technology because they possess high theoretical specific energy density of 2600 Wh kg-1.  This, combined with the fact that Li-S batteries use earth abundant materials with readily available supply chain, makes them the most viable technology for achieving batteries with energy densities exceeding 500 Wh kg-1. The major challenges facing of Li-S batteries that have hindered their commercialization are sluggish reaction kinetics, lithium polysulfide shuttling, and unstable lithium metal anode. The project addresses these challenges and aims to realize practical and safe Li-S batteries with energy densities of 500 Wh kg-1, stable cycling, and fast charging based on recent discoveries by the applicant and the host laboratory. The MSCA-PF in the host group will allow the applicant to make significant research progress and develop soft skills that will significantly enhance the applicant’s career prospects.


**Keywords:** lithium sulfur, lithium metal anode, quasi-solid-state-electrolyte, fast charging, practical pouch cells, in situ characterization, micro optical cell, in situ cell
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 'Twinning for Building Excellence and Innovative Solutions in Flow Catalysis' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Developing continuous production systems through efficient (bio)catalytic processes - flow catalysis - supported by artificial intelligence is a key paradigm in advanced and sustainable manufacturing. FlowCat aims to address these challenges by fostering collaboration between University of Ljubljana (UL) and leading international research groups in the field of flow catalysis. By twinning with Politecnico di Milano, University of Bari Aldo Moro, University of Graz, KU Leuven, and Sustainable Momentum SL, UL seeks to facilitate knowledge exchange and research cooperation on harnessing bio-based raw materials for the continuous production of valuable compounds. FlowCat's objectives include knowledge and skillset transfer through workshops, summer schools, and on-site training focused on junior scientists. This aims to enhance UL's research excellence, project management, and administrative capabilities, ultimately increasing its competitive research funding and fostering stronger ties with industrial stakeholders. FlowCat is committed to the wide dissemination of project outcomes. Research findings, innovative methodologies, and best practices will be shared through scientific publications, international conferences, and dedicated project workshops. Open-access repositories will also be utilized to make research outputs readily accessible to the global scientific community. Furthermore, the project places significant emphasis on the exploitation of results. Intellectual property generated during the project will be managed strategically to ensure both academic and commercial benefit, aligning with the project's goal of contributing to advanced and sustainable manufacturing practices. FlowCat envisions a transformative impact on continuous chemo-enzymatic synthesis, with t