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: Describe the specific objectives and expected outcomes for 'PREparing for a Long-Term Joint EU-AU Research and Innovation Partnership on Renewable Energy' in the context of a Horizon 2020 call.

assistant: **Objectives**

Africa is still poor in energy supply even if impressively endowed by energy resources. Facing the global climate change, the continent will become increasingly energy demanding due to its growing population and economy, both claiming access to reliable, clean and affordable energy services. Therefore, Africa cannot lose momentum to exploit the potential of renewable energies (RE) to unleash local development. One effective way to support this transformation is by empowering local research and innovation through co-development relaying on international cooperation. This approach is the pillar of this CSA, which will create the conditions to transform research into effective innovation, tailored to the diverse needs, capacities and aspirations of African societies. By adopting a Theory of Change’ framework, the CSA is specifically focused on three actions: • Elaborating a review of past and current Africa-Europe collaborative initiatives in the field of RE to enable effective synergies with on-going activities, and identify research and capacity needs while avoiding duplication of efforts. • Designing technological and social innovation research pathways in compliance with the Knowledge Triangle, catalysing thus education, research and innovation. While maintaining the core focus on Technology, the pathways will be comprehensive of essential elements for long term sustainability such as business models, capacity building, financial schemes and regulatory frameworks. The Research Agenda will be thus complemented by a Human and Institutional Capacity Building Agenda and by proper organisational and funding principles for an efficient governance of the forthcoming Joint Programme.
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 'A Biomarker-Based Platform for Early Diagnosis of Chronic Liver Disease to Enable Personalized Therapy' under Horizon Europe.

assistant: **Concept**

Liver cirrhosis and liver cancer are common and responsible for high morbidity, impaired quality of life, major costs for healthcare systems, causing 300K deaths per year in Europe. Predominant etiological factors are obesity, type2 diabetes, and increased alcohol in-take, which are all on the rise. It is predicted that healthy life expectancy will decrease in Europe over the next 30 years because of deaths due to liver disease. Liver cirrhosis develops after a very long period of asymptomatic liver fibrosis, staying undetected until patients develop severe complications due to cirrhosis or liver cancer. Currently the only effective treatment available is liver transplantation which is not applicable to all patients. If fibrosis is detected early, to target the course of liver disease, then liver fibrosis is reversible. The LIVERAIM project concentrates a team of renowned clinical centres and Industrial partners, including SMEs, with great expertise in the field of Liver Disease, the aim being to design and validate a screening platform with biomarkers for population screening to use across Europe. The objective is to identify liver disease early and apply personalized therapeutic interventions. A large number of existing biomarkers will be tested for fibrosis prediction accuracy using biobank plasma samples from 40,000 subjects from previous H2020 EU-funded cohorts. LIVERAIM will develop a screening platform with biomarkers using AI for personalized early diagnosis of fibrosis to be validated in a RCT of 100K subjects from 6 representative EU countries. The platform will be linked to tailored, personalized therapeutic interventions to halt fibrosis progression. With LIVERAIM, early diagnosis and personalized intervention can stop liver disease progression, help decreas
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 'Human collaboration with AI agents in national health governance: organizational circumstances under which data analysts and medical experts follow or deviate from AI.' (Health-AI).

assistant: **Concept**

This project will study a multi-sited ethnography of a currently evolving revolution in global health systems: big data/AI-informed national health governance. With health data being considered countries future oil, public and scholarly concerns about algorithmic ethics rise. Research has long shown that datasets in AI (re)produce social biases, discriminate and limit personal autonomy. This literature, however, has merely focused on AI design and institutional frameworks, examining the subject through legal, technocratic and philosophical perspectives, whilst overlooking the socio-cultural context in which big data and AI systems are embedded, most particularly organizations in which human agents collaborate with AI. This is problematic, as frameworks for ethical AI currently consider human oversight crucial, assuming that humans will correct or resist AI when needed; while empirical evidence for this assumption is extremely thin. Very little is known about when and why people intervene or resist AI. Research done consists of single, mostly Western studies, making it impossible to generalize findings. The innovative force of our research is fourfold: 1) To empirically analyze decisive moments in which data-analysts follow or deviate AI: moments deeply impacting national health policies and individual human lives. 2) To do research in six national settings with various governmental frameworks and in different organizational contexts, enabling us to contrast findings, eventually leading to a theory on the contextual, organizational factors underlying ethical AI. 3) To use innovative anthropological methods of future-scenarioing, which will enrich the anthropological discipline by developing and finetuning future-focused research. 4) The research connects anthropological
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 'Engineering DNA transfer into Cells by Precision in Electroporation' under Seventh Framework.

assistant: **Concept**

The proposal aims to understand and control the transport of DNA in electroporation process at the molecular/subcellular level such that more efficient and safer non-viral gene delivery can be achieved. The introduction of naked DNA into living cell via non-viral routes is the safest approach in gene therapy. Electroporation is the electrical disruption of biological membranes to introduce naked DNA into the cell. Due to our lack of information about fundamentals of electropores formation and DNA electrotransfer, electroporation methods still suffer from low transfection efficiency, random uptake and excessive cell damage.The main barriers to achieving this goal are: i) understanding the creation of electropores at molecular level; ii) understanding the underlying mechanism of DNA transport across the membrane of a cell during and after electric pulses and iii) controlling the electrotransfer of DNA through these pores into a cell at molecular level. It is almost impossible to overcome these barriers based on our current rudimentary understanding of cell electroporation.The successful outcome of this project will significantly aid the development of gene delivery into living cells, which will lead to electroporation-based therapies in the near future.To this end, I will apply a multidisciplinary approach, combining disciplines as physical chemistry, transport phenomena, DNA dynamics, biophysics and cell biology. To unveil the entire electroporation process, innovatively I will employ the integrated atomic force microscopy with micro/nanofluidics to visualize the evolution of pore size/density at the membrane level. Furthermore, to understand the DNA electrotransfer, I will study how DNA interacts with electropores and moves through them using optical tweezers and single
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 'Optimization of the performance of the atlas muon spectrometer and its application to the detection of the higgs boson' under Fourth Framework.

assistant: **Concept**

Research objectives and content My research work at LMU will be on the ATLAS muon spectrometer. Part of it will be the conceptual set up of several tests to the tubes used in the assembly of MDT chambers for the ATLAS experiment. I will also do the cosmic ray data analysis from an ATLAS cosmic ray set up which will be installed in Garching. In parallel I will work on the pattern recognition in the ATLAS muon chambers and also do data analysis from chambers placed at test beams at CERN. Another aspect of my work will be the physics simulation related to the detection of the Higgs boson in the ATLAS detector. I will study the signatures of Higgs decays in the Standard Model and its extensions providing a benchmark for the optimization of the detector and the data reconstruction. Training content (objective, benefit and expected impact) This research work will introduce me to many hardware and computational aspects in planning and preparing experiments in high energy physics. I will profit from the educational infrastructure of a university (courses, seminars) and have the chance to establish international contacts. I will obtain the appropriate training and skills required to cope with the challenges envisaged in the particle physics field.  Links with industry / industrial relevance (22)
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 'Invariants of residually finite groups: graphs, groups and dynamics' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Group theory is a central principle in mathematics. The set of symmetries of an arbitrary mathematical object forms a group, so groups arise virtually in all areas in mathematics (and also in certain parts of physics and chemistry). An infinite group is called residually finite, if the intersection of its subgroups of finite index is trivial. This means that finite images approximate the group structure. Important examples are finitely generated linear groups, specifically, arithmetic groups. There are various group invariants, whose asymptotic behavior on the subgroup lattice of such a group is important to understand. Besides pure group theory, questions of this type emerge naturally in algebraic topology, number theory, geometry and representation theory. Examples for these invariants include the rank, homologies and various geometric and spectral invariants of the finite quotients. Miklos Abert, the researcher of the proposal, is an expert in this area. His recent work connects seemingly far areas, like graph theory, 3-manifold theory and topological dynamics through profinite actions. His earlier work analyzes random profinite actions. He proposes to continue his research in these directions and also to engage in emerging new directions, like graph limits. Ultimately, Abert aims to build a general theory of residually finite groups acting on rooted trees. Abert currently holds a tenure track position at the University of Chicago, one of the top ranking universities in the US. He continuously receives individual NSF research grants since 2004. If funded, he intends to return to Europe and continue his research in the Renyi Institute. This would enrich the mathematical culture of Hungary, one of the new Member States to the European Union and would contribute towards
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 'New Organocatalytic Malononitrile Michael Addition Methodology for the Enantioselective Synthesis of Calyciphylline K', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Calyciphylline K is a Daphnezomine L-type natural product with promising anticancer activity. We propose to complete the total synthesis of Calyciphylline K and several closely-related Daphnezomine L alkaloids by developing a novel asymmetric organocatalytic Malononitrile Michael Addition methodology to facilitate their preparation in a short sequence of around 12 synthetic steps. The anticancer activity of Calyciphylline K and other analogues prepared during this study will then be evaluated using Alamar Blue cell viability assays, followed by further study in collaboration with the Structural Genomics Consortium (SGC), where high-throughput kinase screening assays are available to further understand their pharmacological mode of action. This project will provide significant advances in the field of organocatalysis (new methodology for asymmetric synthesis), natural product synthesis (first preparation of the Daphnezomine L alkaloids) and anticancer medicinal chemistry and pharmacology (exploration and study of biological activities).
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 'Reengineering for technology transfer' under Fourth Framework.

assistant: **Concept**

The German aerospace research establishment (DLR) co-ordinates large aerospace projects, encompassing the integration of highly sophisticated, innovative software systems and their technology transfer into an industrial environment.In this context, it is the task of DLR to perform quality evaluations and reengineering of third party prototype software in order to enable the integration of this externally developed software prototypes into large operational software systems.THE EXPERIMENTThe objective of this process improvement experiment is to introduce a strategy and process for reengineering software prototypes developed by industrial research departments, small and medium size enterprises, research organisations, and universities.This reengineering process, based on state-of -the-art process and product metrics, supported by an underlying reengineering environment, comprises the evaluation of a software prototype, its redocumentation, redesign, recoding and regression testing, and thus provide the base for the integration of these software prototypes in operational software systems.EXPECTED IMPACT AND EXPERIENCEThe anticipated impact and experience of this process improvement experiment, focusing on the definition and introduction of a best practice reengineering and integration process, include a significant reduction of the effort needed for the assessment and reengineering of internally and externally developed software prototypes. In addition, the ability to predict more precisely the integration and maintenance effort necessary is envisaged. Finally, it is anticipated, that the planned reengineering and integration process ensures the quality and maintainability of the software packages integrated into the operational software systems.By the achievement of thes
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 'Restoration of forest landscapes for biodiversity conservation and rural development in the drylands of Latin America' (REFORLAN), addressing dissemination and exploitation.

assistant: **Impact**

This project aims to identify and promote approaches for the sustainable management of dryland forest ecosystems, by researching ecosystem restoration techniques using native species of economic value. The project will directly address Thematic Issue A.2.3 Managing arid and semi-arid ecosystems, by undertaking a programme of multi-disciplinary research analysing how restoration of degraded lands can be achieved in a way that will mitigate the effects of unsustainable land use practices and contribute to conservation of biodiversity, in ways that support the development of rural livelihoods according to the ecosystem approach.As defined by the INCO Specific Measures, this project will:(i) Identify opportunities for enhanced economic productivity and limit s to sustainable production, with a particular focus on identifying incentives for supporting dryland forest restoration by local communities;(ii) Analyse the natural resource use systems at local, regional and international levels through an integrated approach, by developing a comparative programme of research in seven study areas distributed in dryland areas of Mexico, Chile and Argentina;(iii) Using information gathered using participatory techniques to inform the planning and implementing of sustainable management strategies for dryland forest resources;(iv) Developing appropriate decision-support tools, including information systems, criteria and indicators of sustainability and rehabilitation, together with case studies of practical restoration trials, to support dryland ecosystem management and policies,(v) Disseminating results through scientific publications, research reports and internet resources; strengthening the research capacity of partner organizations both in Europe and Latin America; an d providing tr
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 'Innovative Guidelines and Tools for Vulnerable Road Users Safety in India and Brazil' under Seventh Framework.

assistant: **Concept**

The strong effort that the European Commission and all the Member States are paying to the reduction of road fatalities in Europe is giving significant results. Despite these significant improvement in the European countries, the situation in Emerging Economies is dramatically getting worse.The implementation of effective countermeasures and the achievement of a higher safety level for the vulnerable users in Emerging Economies requests a significant improvement of the local analysis, planning and design capabilities. The main aim of the project is to increase the level of safety of the whole road transport system and its components, focussing the attention on vulnerable road users, thus contributing to the overall scope of reducing the number of fatalities and the severity of injuries caused by road accidents. The proposal is structured according to the following method:• Analysis of local requirements: this action focuses on the local accident databases regarding vulnerable road users, the actual situation of road infrastructure, land-use planning and local current road safety management procedures.• Analysis of the transferability conditions of the European methodologies, tools and measures to the Emerging Economies.• Definition of suitable measures, methodologies and tools to improve vulnerable road users safety planning and managing in Emerging Economies.• Development of recommendations and guidelines for the road system infrastructure design to safely carry vulnerable road users and motorised vehicles in Emerging Economies.• Pilot projects, dissemination and training to decision makers, stakeholders, etc.The main output of the project will be recommendations and guidelines for improvement of accident data collection procedures and road safety oriented land-use pla