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: Draft the 'Objectives and Scope' section of a Fourth Framework proposal for the project 'Development of novel chromatography media'.

assistant: **Objectives**

Research objectives and content The objective of the project at the University of Strathclyde is to design and synthesise hydrophilic polymethacrylate-based media with structure, morphology, chemical functionality and stability suitable for the industrial separation of the platinum group metals (PGM). The synthesis of these materials will exploit the University of Strathclyde's suspension polymerisation methodology using a variety of crosslinking monomers with monofunctional species in the presence of varying levels of porogens, such as alcohol, aromatic and aliphatic hydrocarbon groups. The starting point for this will be based on the work of the current postdoctoral fellow who will have begun to explore the porogen modified homopolymers of each of the crosslinking species and their corresponding copolymers with each of the pendant monofunctional monomers. The molecular structure of the media will be characterised by spectroscopy, and the morphology quantified in terms of the porosity parameters. These earlier results may may be further developed. The alcohol and ether functionalities (along with the intrinsic ester functionalities of the methacrylate backbone) will provide many PGM interactions which may be supplemented by introduction of carboxylic acid, amide and ketone grouping during the polymerisation or by chemical modifications of epoxy groups from using glycidyl methacrylate as a comonomer.  Training content (objective, benefit and expected impact) I hope that participation in this project via a Marie Curie Training Grant will advance my postgraduate qualifications and give me significant training; providing both knowledge and greater skill in this new field which I can pass on to others; in the spirit of international scientific training embodied in the TMR a
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 'Integrating behavioural insights and machine learning for smarter regulatory interventions' (BEHAVREG).

assistant: **Innovation**

Effective regulatory decision-making is essential for addressing complex societal challenges, yet current approaches often rely on intuition and standardized solutions that fail to account for behavioral, cultural, and contextual factors. BEHAVREG will transform regulatory governance by developing an innovative decision aid tool that integrates machine learning with behavioral science to predict likely compliance outcomes of regulatory choices and enable more effective intervention design. This project leverages comprehensive datasets, including ex-ante impact assessments and post-implementation reviews, to develop sophisticated predictive models that assess intervention effectiveness across diverse contexts. The tool analyzes critical factors such as compliance costs, social control mechanisms, institutional trust, and cultural norms to provide nuanced recommendations that movebeyond binary regulatory choices.BEHAVREG's machine learning algorithms, trained on structured historical data, will identify patterns to improve prediction accuracy and evaluate regulatory trade-offs. This will empower regulators to select appropriate interventions—whether mandates, incentives, nudges, or information campaigns—precisely tailored to specific regulatory environments. Importantly, the system can predict potential backfire effects and unintended consequences, enabling regulators to anticipate challenges before implementation. By bridging the gap between theoretical insights and practical implementation, BEHAVREG delivers evidence-based predictions and actionable recommendations. This innovation will optimize regulatory design across sectors and cultures and will improve compliance outcomes, reduce enforcement costs, and enhance public trust—representing a significant advancement in
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 'Developing an independent measure of lake eutrophication: P, Cd & U in ostracod shells' (OSTRAP), addressing dissemination and exploitation.

assistant: **Impact**

Shallow lakes provide extensive ecosystem services and are ecologically important non-marine resources, supporting a diverse flora and fauna. However, worldwide lakes are threatened by environmental degradation (e.g. nutrient pollution from agricultural fertilizers). The restoration of these environments is critical for future biodiversity, resilience to climate change, the provision of ecosystem services, and is legally binding under the EU Water Framework Directive (WFD).To meet the requirements of ‘good ecological status’, lakes must not be significantly altered from pre-defined ‘reference conditions’, which are the conditions expected in the absence of anthropogenic impacts. Due to limited long-term ecological monitoring data that covers centennial time-scales, palaeolimnology has been suggested as an alternative to define reference conditions for effective restoration. Existing approaches (e.g. diatom transfer functions) for reconstructing nutrient enrichment are, however, problematic due to their indirect approach that involves major assumptions. Multi-proxy studies attempt to disentangle drivers, but fail due to the lack of an independent measure of phosphate (P). Here, I propose a method to reconstruct eutrophication with a direct, quantifiable and independent measure of P via analysis of ostracod (small bivalved crustaceans) shell chemistry. To produce robust, quantitative palaeo-P reconstructions based on fossil ostracod shells, the research will combine laboratory, mesocosm and field experiments to establish calibrations in controlled and natural settings. I will demonstrate the quantitative reconstruction of P concentrations over the past ~200 years using well-dated lake sediment cores from sites across Europe. This project will be a significant advancement
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 'Implementing tree models as forest management tools' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

In Europe there is a strong movement toward uneven-aged mixed forests management based on the idea that uneven-aged mixed species stands, increase or at least maintain soil fertility, increase biodiversity and improve stand resilience. The shift from even-aged forest management renders existing yield tables increasingly unreliable. One possibility to forecast forest growth in uneven-aged mixed stands is to develop stand growth models that operates at the individual tree level. The purpose of this project is to establish a unique platform of model developers, state agencies and forest companies, to enhance existing models, to support those partners in our consortium who have little experience in tree modelling, and demonstrate the usefulness of tree models as forest management tools according to the nine defined application problems.
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 'Facmab' to be submitted under Fifth Framework.

assistant: **Abstract**

The proposed conference is the last of a series of two with the overall objective to inventory, summarise and generalise the scientific knowledge on the structure and function of marine biodiversity in coastal marine areas of Europe. Now that the Rio Convention has been ratified by nearly all European countries, and by the European Union, it becomes clear that the knowledge required to cover the obligations of the convention is simply not available, even in Europe where the seas have been explored for hundreds of years and taxonomic and general ecological knowledge is well advanced when compared to other areas of the world.
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 'Advancing materials design by high-accuracy finite-temperature first principles calculations accelerated by machine learning potentials' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Phase diagrams have revolutionized materials development by providing the conditions for phase stabilities and transformations, and thereby a thorough thermodynamic understanding of materials design. However, the majority of todays phase diagrams are based on scarce experimental input and often rely on daring extrapolations. Every multicomponent phase diagram relies on a fragile set of phase stabilities as very recent studies show.Materials 4.0 will change this. It will raise materials design to the next level by providing a highly accurate first principles thermodynamic database. First principles, alias ab initio, approaches do not require any experimental input and can operate where no experiment is able to reach. However, they have been limited to zero Kelvin or low temperature approximations which are not representative of phase diagrams.Materials 4.0 reaches far beyond this by utilizing my unique expertise in high-accuracy finite-temperature ab initio simulations. We will develop novel methods accelerated by machine learning potentials that facilitate a highly efficient determination of Gibbs free energies and migration barriers including all relevant finite-temperature excitation mechanisms. The methodology will be implemented in an easy-to-use open-source integrated development environment and made accessible to the community.Materials 4.0 will consider materials relevant to current scientific developments and of technological interest, such as hydrides, lightweight alloys, superalloys, MAX phases, and high entropy alloys. A large ab initio thermodynamic database will be computed for elements across the periodic table. The main focus will be on phase stabilities of various phases, including dynamically unstable ones, and importantly liquids as well; all fully fro
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 'Cholinergic modulation of immune homeostasis: new opportunities for treatment' under Seventh Framework.

assistant: **Concept**

In the gastrointestinal tract, the balance between activation of the mucosal immune system and tolerance should be tightly regulated to maintain immune homeostasis to prevent chronic inflammation and tissue damage. Recently, the new concept was introduced that the vagus nerve plays an important role in modulating immune homeostasis as part of a so-called inflammatory reflex. We provided evidence for this concept in the gastrointestinal tract and showed that vagus nerve stimulation (VNS) reduced inflammation of the intestinal muscle layer. Moreover, we showed that this effect was mediated by activation of enteric cholinergic neurons (cholinergic tone) interacting with intestinal macrophages in the muscle layer. Of interest, we have collected exciting data that the vagus nerve (and thus the cholinergic tone) also significantly contributes to mucosal immune homeostasis. Mice that underwent vagotomy lost their ability to develop tolerance to oral feeding of an antigen, whereas VNS reduced mucosal inflammation in a model of food allergy. Based on these data, we hypothesize that the cholinergic tone is a major determinant of the tolerogenic microenvironment of the mucosal immune system, and want to further explore the immune-modulatory effect of the vagal innervation and enteric neurons on the macrophages residing in the lamina propria. In addition, we will further explore the therapeutic potential and the mechanisms involved of chronic VNS in colitis and food allergy. Finally, we will translate our preclinical findings to the human situation. The anti-inflammatory effect of VNS (applied during surgery) will be studied in human intestinal tissue whereas the therapeutic potential of chronic VNS in Crohn’s disease will be studied in a pilot trial.The outcome of this project wil
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 'Sun coupled innovative Heat pumps' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Heat Pump and solar appliances are the most social accepted residential Renewable Energy based energy systems. SunHorizon will demonstrate up to TRL 7 innovative and reliable Heat Pump solutions (thermal compression, adsorption, reversible) that acting properly coupled and managed with advanced solar panels (PV, Hybrid, thermal) can provide heating and cooling to residential and tertiary building with lower emissions, energy bills and fossil fuel dependency. A Cloud based functional monitoring platform will be realised in the project to be the “performance data mine” for the development of Data Driven/KPI oriented optimized algorithms and tools to predict maintenance, optimize the management towards maximisation of solar exploitation and give to the manufacturer inputs for new installation design, via an innovative “robust design under uncertainty approach” which aims to overcome classical H&C equipment oversizing due to safety factors . This monitoring platform will also drive smart end user interfaces that will be applied at building level to collect thermal comfort data towards a new end-user driven H&C control system. SunHorizon tools will be applicable not only to proposed solar coupled HPs, but to all H&C appliances towards a global increasing efficiency of EU H&C stock and its decarbonisation. 5 low emission H&C Technology packages (TPs) will be tested coupling HP and solar installation. SunHorizon aims to be a breakthrough demonstration to market project involving 21 partners and 8 demosites all around EU focusing its activities on “reducing system costs and improving performance as well as optimising existing technologies for H&C applications”. SunHorizon will be focused on three main research pillars interacting each other towards project objectives achievemen
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 'Fiction Film and Borderlands' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

REEL BORDERS aims to bring fiction film to the centre of discussions about borders and belonging. As different institutions and actors increasingly turn to fiction film to circulate messages about borders, the study looks at how borders and fiction film have been related since the early 20th century. Border regimes are intimately intertwined with cultural imaginations and representations of borders and their insiders and outsiders. This project is the first to comprehensively investigate this relation across different borderlands and for the various actors involved. While grounded in the cultural studies tradition, it originally combines insights from representations research, film theory, popular geopolitics, border studies and migration studies.The main questions to be addressed are: What are the cultural imaginations of borders and its insiders and outsiders found in fiction film? How do different societal actors use fiction film to construct, contest, or experience territorial borders? These questions will be answered by looking at 3 groups of actors (institutions, creatives, and borderlanders) at 3 borderland cases: Ireland-UK, Turkey-Syria, and the Ceuta and Melilla exclaves. The study will combine archival work with media studies methods (production, content and reception analysis) and participatory filmmaking where borderlanders will make their own short films. REEL BORDERS will have a threefold impact. Empirically, it puts film firmly on the map of research on borders, conflict and migration, while expanding the horizon both in terms of historical depth and geographical width. Methodologically, it will include the most ambitious participatory film study to date. Theoretically, the study will establish new conceptual understandings of borders and belonging in cu
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 'Europe’s Ethnoschism. Nordic Manliness vs Latin Glamour, 1914-1929' to be submitted under Horizon Europe.

assistant: **Abstract**

ETHNOSCHISM traces an ambient, diffuse but influential ethnotype, that of a manly, rough-hewn North vs. a frivolous, charming South – the former framed in terms of its ‘Germanic’ ethnolinguistic roots, the latter as ‘Romance’ or Latin. It analyses the widely-ramifying discursive diffusion of this ethnotype in its continuing ‘banal’ presence as a frame for social and political relations. The subject is highly topical, raising the still-burning issue of national intra-European divisions in terms of imputed ‘national characters’ by going it back to the years of their crystallisation (1914-1929) and studying the impact of cultural representations have in the political prejudices and ideologies. ETHNOSCHISM develops a new, interdisciplinary theory of the European North-South-opposition by studying its conceptual history from a radically interdisciplinary basis, combining the latest insights in 3 related specialisms in the culture-historical Humanities: imagology, the history of knowledge production (namely in racial theorizing), the intellectual history of European nationalisms. It studies ethnotypes in a completely new and original way, using them as a common discursive factor in the cultural field of representations and the political history of international relations. The methodological toolbox includes methods and approaches from different disciplines: the transnational and interdisciplinary history of national thought, Discourse Historical Approach, Imagology. The outputs include: two articles, a commented anthology, an edited book; two academic workshops. Measures to communicate the project activities include a website on the project, a temporary exhibition, the creation of an Educational Package for secondary-school students. Research and training activities at the De
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 'Global Research Collaboration for Infectious Disease Preparedness (GloPID-R) Secretariat', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

GLOPID-R-Sec is the secretariat to the Global Research Collaboration for Infectious Disease Preparedness (GloPID-R). The secretariat will be staffed by Fondation Mérieux and the University of Oxford, and will provide the following support activities to the GloPID-R member organisations, working groups and commitees:- Organizational, financial-administrative and secretarial support activities to the GloPID-R governance structure ensuring efficient information exchange amongst all GloPID-R members and stakeholders;- Connecting GloPID-R to relevant research networks, and mapping of their current scientific and operational status in terms of research preparedness in support of the development of operational readiness towards initiating a rapid coordinated international research response to emerging infectious disease outbreaks, This will include mapping of different, interrelated barriers (scientific, infrastructural, human resource capacities and skills, political, ethical, regulatory, legal, societal,  ICT, financial);- Assisting GloPID-R in the development of a strategic agenda and a readiness plan that serve as common and central guiding documents for all members and external stakeholders.- Developing and implementing a comprehensive communication and dissemination plan for information sharing within the GloPID-R community, to ensure stakeholders are well-informed and aligned, and to raise public awareness about and engagement in the initiative.Fondation Mérieux and the University of Oxford can build on ongoing efforts and the results thereof of high relevance to GloPID-R, in their respective lined networks such as AVIESAN and ISARIC. Fondation Mérieux will be the coordinator of GloPID-R-Sec, with its office at Lyon, France as the central point of contact of the Secreta