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 an executive summary for the EU project 'The role of size in the sustainability of irrigation systems' (SIZE) targeting Horizon 2020.

assistant: **Abstract**

Irrigated areas contribute c. 40% of the worldwide crop production and consume c. 70% of all freshwater resources. Knowing how to meet the food demands of an ever-growing population without compromising environmental integrity is thus a pressing issue of global concern. Following the line of evidence gathered for organisms, financial corporations and cities, size (e.g. the area, the dimensions) seems to be a master variable conditioning the behavior of irrigation systems as well. However, our knowledge on how size conditions irrigated systems is comparatively fragmentary and lacks in formalization due to overreliance in case studies. This sets our capacity to ensure their sustainability in very fragile ground. My project will break through this limitation by combining allometry, the study of global irrigation datasets and the collection of field data in irrigation systems of Spain with the techniques to be learned at the host institutions: dynamic modeling in Princeton University (USA) and uncertainty/sensitivity analysis in University of Bergen (Norway). My project will specifically tackle two questions: 1) Which attributes of ISs scale with size? 2) How does a change in size condition the behavior of ISs against shocks?. This research project will turn me into one of the most transdisciplinar, comprehensive specialists on irrigation systems on the international scene, and will yield highly relevant results for both the scientific and policy-making community: it will increase our knowledge on size as a universal constraint, and endow us with better understanding of the risks and benefits associated with the creation/management of small and large irrigation systems.


**Keywords:** Irrigation agriculture, social-ecological systems, sustainability, dynamic modelling, unc
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 'Demonstration of Enterprise Resource Planning with new Software Components for Variable Discrete Machinery Production' (SOCOPRO), addressing dissemination and exploitation.

assistant: **Impact**

SoCoPro Demonstration of Enterprise Resource Planning with new Software Components for Variable Discrete Machinery ProductionObjectives:Develop a strategy of bringing new specific software components to established robust enterprise resource planning packages with a special focus on SMEs in the domain of variable discrete machinery production.
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 'Towards a Unified Analysis of World Population: Family Patterns in Multilevel Perspective', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The overarching aim of this proposal is to develop the conceptual and analytical instruments to establish a formal linkage between macro and micro level perspectives in demographic research, with an application to the study of worldwide patterns of family formation. Using census and survey microdata, we will conduct worldwide multilevel analyses that will allow us to investigate demographic trends at three levels of disaggregation: national, regional and individual. We will study the relationship between societal changes and three interrelated aspects of family formation: union formation, assortative mating, and intergenerational co-residence from the young cohort perspective. The societal effects will include phenomena such as educational expansion, women s economic activity, urbanization, as well as individual socio-economic characteristics. Analysis will be based on data from a vast new archive of international census microdata made available by the Integrated Public Use of Microdata Series international project (IPUMSi), with complementary use of Fertility and Family Surveys (FFS), Demographic Health Surveys (DHS) and Gender and Generations Surveys (GGS). The full dataset will amount to 124 countries, more than 1,400 regions and 305 million person records, statistically representing roughly 90% of the world population. This research raises complex theoretical and methodological questions. We do not contend that this project will be able to establish causality; rather, we will identify and illustrate differences between and within countries based on a rigorous and comprehensive set of variables exploiting microdata to develop systematic measures at different levels. Methodologically, the project will confront the challenges of combining datasets, providing meaningful
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 'Power and Region in a Multipolar Order' to be submitted under Seventh Framework.

assistant: **Abstract**

PRIMO (Power and Regions in a Multipolar World) starts from the premise that the importance of non-western regions and certain of their leading states – notably Brazil, Russia, India, China and South Africa, the so-called BRICS states – for international politics and the world economy is rapidly growing. However, the nature of these processes, the consequences for global governance, and the material and social power dynamics of BRICS states' rise vis-à-vis international institutions and powers such as the EU and the US are far from clear. There has been a lack of specification and in-depth empirical investigation. Therefore, PRIMO studies the actions, relations, processes and mechanisms of BRICS states’ interactions, both in their own regions and with well-established powers, multilateral institutions and non-state actors. We combine theoretical approaches, a rigorous mixed research methodology, practical training, and the acquisition of substantial empirical expertise on regional and emerging powers with concrete practical career opportunities in academia or the private sector. PRIMO will allow to account for processes of identity construction, the formation of foreign policy goals, and the strategies of regional powers at the regional and global level. To accomplish these goals, PRIMO establishes a network of public and private partners that will substantially advance and expand already existing structures and collaboration by directing training towards employment opportunities in the private sector, enhancing the mobility of PhD students in and beyond Europe, and advancing the interests of a European research community in a global context.""
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 'Cystic Fibrosis Microbiome-determined Antibiotic Therapy Trial in Exacerbations: Results Stratified.'.

assistant: **Innovation**

Antimicrobial resistance is arguably the most significant challenge facing the EU health care system. The unnecessary use of antibiotics is a key driver in the development of antibiotic resistance. Cystic Fibrosis (CF) represents a unique disease model to study bacterial resistance and to explore therapeutic strategies for same, as chronic lung infection overlaps with acute lung exacerbations caused by a multitude of organisms that traditionally evolve various mechanisms of resistance. With time, chronic polymicrobial infection develops, with the most dominant infecting organism being Pseudomonas aeruginosa, which is also important in other infections including wounds, burns and patients with medical devices, making it an important clinical target for the EU. In CF infections, empiric intravenous antibiotics are usually given for two weeks. Recurrent infections and treatments result in increasing antimicrobial resistance, and alterations in pathogen host interactions in the lung and gut flora. Next-generation DNA sequencing technology now offers DNA-based personalised diagnostics and treatment strategies. Enhancing our knowledge of the microbiome allows the use of stratified targeted antibacterial therapy that can be compared with standard empirical antibacterial therapy currently used. We believe this will reduce antibiotic usage, optimize dosage and duration startegies as the therapy will be tailored to the actual individual patient needs. Cystic Fibrosis Microbiome-determined Antimicrobial Therapy Trial in Exacerbations: Results Stratified (CF MATTERS) will provide a randomized multi-centre controlled trial of microbiome-derived antimicrobial treatments versus current empirical therapy. Simultaneously parallel human host-pathogen interaction studies in sputa, human g
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 Horizon 2020 proposal on 'Ultra-high field imaging of perceptual learning and human brain plasticity'.

assistant: **Innovation**

Learning and experience shape key cognitive functions of the adult human brain and support our ability to interact in complex and dynamic environments. Yet, the brain mechanisms that support our ability to learn from cluttered and inherently ambiguous sensory information and improve our perceptual decisions with training remain largely unknown. My proposal aims to investigate: (i) the neural basis of perceptual learning in the human visual cortex (ii) the neural computations that underlie perceptual learning and (iii) the brain connectivity (i.e. how different brain areas work together) that supports behavioural improvement due to training. To achieve this, I will combine behavioural paradigms measuring perceptual learning, ultra high-field 7T imaging of brain activations at the finer scale of laminar layers (i.e. across cortical depth) and state-of-the-art computational modelling. This integrated multidisciplinary approach will contribute significantly to our knowledge of how the brain optimises its capacity for adaptive behaviour through learning and experience. Further the proposed work has potential practical implications for the design of education and rehabilitation training programmes in life-long development and disease. Finally, this interdisciplinary research experience boosted by collaborations with industrial partners will benefit greatly my career development to an independent researcher in the field of computational cognitive neuroscience.
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 'Library Performance Measurement and Quality Management System' under Fourth Framework.

assistant: **Concept**

The project addresses the need of all libraries to develop and utilise performance measures for the new networked, electronic environment, alongside traditional measures, and to operate these within a framework of quality management. Within the project a strand of work will develop international agreement on standard performance measures for the electronic library environment, building on existing agreements for traditional library services. The project builds on the recommendations, strongly endorsed by the EC reviewers, of the EQLIPSE (FP3) Project, on the CAMILE Concerted Action and on the MINSTREL, DECIMAL and DECIDE Projects.EQUINOX will develop, and prove in large-scale demonstrations, an integrated quality management and performance measurement tool for library managers.With the increasing use of electronic resources and services in libraries, EQUINOX will help libraries to understand and better manage:their traditional workflows and organisation of tasks;the ways they interact with their users and staffs;their interactions with other departments and services in their organisation;their interactions with their suppliers.EQUINOX will enhance and adapt the current EQLIPSE ISO9000 compliant Library Management System (QMS) and the ISO 11620 compliant Library Performance Measurement and Benchmarking Indicators to address these issues in an open and generic way. It will provide assistance to managers operating in non-ISO9000 quality management frameworks. It will build interfaces between constituent service applications to facilitate economy of data collection and will be hospitable to future enhancements of the performance indicator standards.The definition of electronic library performance indicators will be addressed in a horizontal workpackage. However, EQUINOX 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: Draft an impact statement for 'Secure AI and Digital Twin Empowered Smart Internet-of-Energy', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The Internet-of-Energy (IoE) is a revolutionary paradigm towards achieving the EU’s zero-carbon goal through enabling intelligent and automated energy management across the entire lifecycle of energy planning, storage, distribution, and maintenance. Operating in highly complex environments characterised by intermittent and volatile renewable energy generation, dynamic energy demands, large-scale distributed energy integration, and stringent resilience and security requirements, IoE faces fundamental challenges in constructing accurate and real-time digital representation, securing Artificial Intelligence (AI) solutions, optimising energy management, and diagnosing device faults and failures.To address these challenges, SAILING aims to establish a multidisciplinary network of world-leading academic and industrial partners to create a ground-breaking smart system for energy management and fault diagnosis powered by innovative digital twin and secure AI technologies. Specifically, SAILING will pioneer transformative research and innovations, including: 1) AI-driven high-fidelity digital twin for IoE digital representation, 2) Secure and reliable AI for IoE empowered by Blockchain and adversarial machine learning, 3) Intelligent and scalable predictive energy management and optimisation, and 4) Deep learning-based rapid fault detection and accurate failure prediction.SAILING will train 12 Early-Stage Researchers across sectors and disciplines in the novel concepts and methodologies of smart IoE, equip them with sought-after professional and transferable skills, foster broader perspectives, and cultivate them to become future leaders in IoE. Through cutting-edge research and multidisciplinary cross-sectoral collaborations, SAILING will drive scientific breakthroughs with inn
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 Fifth Framework proposal on 'Immune function and body reserves in extensive dairy systems.'.

assistant: **Concept**

An immunologist is required to join our research team investigating extensive ruminant production systems. The successful applicant will investigate the relationships between nutrient supply, body reserves and immune status of dairy cows in both organic and conventional systems. Studies will focus on the effects of body protein reserves on immune competence and will be linked to existing nutritional studies, though there is scope for independent work. The work will be based in modern laboratories at the Aberystwyth Research Centre of the Institute of Grassland and Environmental Research (IGER). New facilities are available for large-scale experiments with over 300 dairy cows as well as detailed studies in our purpose-built animal house. IGER is the major publicly funded centre in the UK for research into grassland agriculture. Further details of facilities are given at: www.iger.bbsrc.ac.uk/igerweb/. This Marie Curie Host Development Fellowship is available for a period of 24 months. Applicants should have a first degree in a biological science and have been awarded a PhD for work involving the use of in vivo and laboratory techniques for evaluating immune competence. Some experience of studies with farm animals would be an advantage. It is open to post-doctoral scientists from EU or Associated countries, but not UK nationals or those who have worked or studied in the UK in the last 2 years. Applicants should be 35 years old or less (with allowances for childcare or compulsory military or civil service). Further details are available from the Personnel Officer, IGER, Plas Gogerddan, Aberystwyth SY23 3EB, UK.
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 'Bulk Nanostructured Tungsten for Extreme Environments' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Tungsten possesses the highest melting point amongst metals and exhibits superior characteristics when sustaining extreme environments. Nevertheless, tungsten also has a severe limitation, it is intrinsically brittle and prone to cleavage failure. In our ERC Consolidator Grant TOUGHIT, we are developing strategies to overcome this brittleness while concurrently enhancing the material strength. This is accomplished by refining tungsten to a nanocrystalline state via extreme deformation and strengthening the weak interfaces through segregation-driven grain boundary engineering.In the current Proof of Concept project BulkNanoWe2, we aim to transition this knowledge to industrial application. Our objective is to devise efficient manufacturing procedures to create near-net-shaped bulk parts. We employ spark plasma sintering, using electric heating and applied pressure, to facilitate swift sintering at lower temperatures. The pivotal role of a nanostructured material to ensure the desired properties is realized by commencing with nanopowders. These also aid synthesis by increasing sintering kinetics. Further, the nanopowders will undergo surface modification to retard grain growth and concurrently enhance mechanical properties.Thereby, we chart a course toward creating near-net-shaped components featuring distinctly tailored nanoscale microstructure and modified interfaces. This innovative approach will provide a synergistic combination of desired attributes, including a remarkable strength surpassing conventional bulk tungsten by >100%. Simultaneously, the fracture toughness will at least double for a resource-efficient yet secure design paradigm. Attaining these highly desirable properties in an adapted industrial framework, we also contribute to tungsten sourcing challenge
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 'AI-driven enhancer design for gene therapy' (EnhancerDesign), addressing dissemination and exploitation.

assistant: **Impact**

Gene therapy promises to become a durable clinical option for a whole range of diseases, including monogenic hereditary diseases, cancer and neurodegenerative disorders. However, the development of new gene therapy-based treatments strongly depends on regulatory drivers that provide cell-type specific expression of the transgene, at high enough levels, yet without causing genotoxicity.The aim of the ERC PoC proposal is to validate a state-of-the-art pipeline, called EnhancerDesign, to design small, strong and cell-type specific human enhancers for gene therapy that will improve specificity and safety, the two major bottlenecks in gene therapy applications. The strength of our EnhancerDesign approach lies in understanding and exploiting the enhancer code by using several state-of-the-art bioinformatics and experimental techniques. We have designed and now aim to validate our pipeline consisting of four parts (1) Single-cell multi-omics profiling; (2) training enhancer models to gain understanding of the enhancer logic; (3) design synthetic sequences in silico; (4) high-throughput enhancer testing.The project outcome will be twofold. Firstly, the different modules in our pipeline will be further optimized to make the entire pipeline operational to be offered as a service to, or as an asset for collaborative projects with gene therapy companies. Secondly, this project will deliver novel enhancers for a set of chosen cell types, for which no specific enhancers exist, or for which the available enhancers are either too large, too unspecific, or too weak. Altogether, the development of optimized enhancers by our EnhancerDesign pipeline will allow for improved and cell-type specific expression of a transgene, and has therefore the potential to provide patients with a safer tre