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 the 'Expected Impact' section for the project 'The missing mathematical story of Bayesian uncertainty quantification for big data' (BigBayesUQ), addressing dissemination and exploitation.

assistant: **Impact**

Recent years have seen a rapid increase in available information. This has created an urgent need for fast statistical and machine learning methods that can scale up to big data sets. Standard approaches, including the now routinely used Bayesian methods, are becoming computationally infeasible, especially in complex models with many parameters and large data sizes. A variety of algorithms have been proposed to speed up these procedures, but these are typically black box methods with very limited theoretical support. In fact empirical evidence shows the potentially bad performance of such methods. This is especially concerning in real-world applications, e.g. in medicine. In this project I shall open up the black box and provide a theory for scalable Bayesian methods combining recent, state-of-the-art techniques from Bayesian nonparametrics, empirical process theory, and machine learning. I focus on two very important classes of scalable techniques: variational and distributed Bayes. I shall establish guarantees, but also limitations, of these procedures for estimating the parameter of interest, and for quantifying the corresponding uncertainty, within a framework that will also convince outside of the Bayesian paradigm. As a result, scalable Bayesian techniques will have more accurate performance, and also better acceptance by a wider community of scientists and practitioners. The proposed research, although motivated by real world problems, is of a mathematical nature. In the analysis I consider mathematical models, which are routinely used in various fields (e.g. high-dimensional linear and logistic regressions are the work horses in econometrics or genetics). My theoretical results will provide  principled new insights that can be used, for instance in multiple spec
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 'Contaminant transport, monitoring technique and remediation strategies in cross european fractured chalk' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

The proposed study addresses assessment of hydrous contaminant transport rates and routes in fractured formations exemplified by chalk with low matrix permeability. Further, design of monitoring techniques to detect and locate contaminant transport in preferential flow routes, and evaluation of remediation strategies for contaminated groundwater in such formations is to be undertaken. These aspects are to be investigated jointly by the partners in a well exposed contaminated field site in an arid area, where unlined storage ponds filled with industrial wastewater are underlain by fractured chalk. Analytical, experimental and novel model results thus obtained are to be included in a comparative evaluation of their climate and regional dependance, based mainly on analogue historic data and results from fractured chalk under humid conditions. hereby the general applicability of the results and suggestions is to be evaluated. (1) Establishing a common site, for the field work of the partners, at an especially well suited location, with severe known industrial wastewater contamination of a fractured chalk formation in an arid setting. For all analytical and modelling purposes this site is to be the common frame of the partners. The results from here are to be tested for applicability in humid regions and climates, through existing data and key supplementary investigations. (2) Characterisation of the important geologic (fracture distribution and geometry, pore-size distribution, matrix and fracture-filling mineralogy), hydrologic and hydraulic (flux spatial distribution, preferential flowpaths within fractures, fracture conductance) features controlling contaminant transport rates in fractured chalk. (3) Description of the hydrochemical processes and parametres (matrix diffu
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 'Ruckfuhrung gebrauchter Verpckungen, Zuschnitte aund Bauabfalle aus EPS innerhalb eines geschlossenen Produktzyklus in Neuware fur das Bau- und Baunebengewerbe' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

At the moment used expandable polystyrene (-EPS, Styropor" = brand name of BASF) is only recycled in small quantities to be used again in the EPS product range. In those product ranges where this material is used we find a quality decrease compared to new material due to the fact that the recycling material is shreddered and then mixed into the formulation. This ends up with a deterioration of the welding process and following a loss of material flexibility. This means a negative effect on the complete product characteristics. Assumably the consumption of EPS in the building industry will increase during the commencing years due to stricter regulations in the heat insulation field. Thus the sale of recycling materials in this field is ensured when it is determined that the recycling process does not harm the product characteristics. An additional purpose is the fact that EPS can be recognized by the user and therefore used EPS can be collected separately. Due to this we find sufficient quantities of used material for recycling. The main aim of our research and development project is to reduce quality problems of recycling material as far as possible by returning the used EPS into the melting process. The material we gain here should be equivalent to new polystyrene. This shall be reached by using various admixtures and a new evacuant during the melting process. The result shall be a new granulate which can again be foamed up. JOMA and Goidinger are ready to participate in this development process. Additional partners shall be looked for and found during this first project step."
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 Europe proposal on 'The Celestial Road to a Holographic Description of Black Holes'.

assistant: **Innovation**

Black holes are at the root of the most striking puzzles that arise when attempting to combine quantum mechanics and general relativity; they are therefore thought to be key to a formulation of a theory of quantum gravity. In recent years, progress in our understanding of the elusive quantum nature of black holes has been made thanks to the so-called holographic correspondence, which has provided theoretical physicists with a powerful tool to study quantum gravity. However, these methods are so far only fully developed for anti-de Sitter spacetimes, whereas understanding realistic black holes would require to develop a holographic correspondence for asymptotically flat spacetimes.The aim of this project is to make major steps towards a holographic description of quantum gravity in asymptotically flat spacetimes, and to address some of the unresolved key issues in black hole physics, especially in understanding the mysterious origin of their vast entropy. To do so, I propose to combine two novel emergent ideas: The first is a new approach to holography in flat spacetimes called celestial holography, which proposes that quantum gravity in flat space can be described by a celestial conformal field theory living on the sphere at infinity. The second is based on the recent discovery, in my previous works, of the existence of intriguing infinite-dimensional symmetries that appear close to black holes’ event horizon. The infinite set of asymptotic conservation laws in the presence of horizons is awaiting to be unraveled, as it will reveal unexplored constraints on information flow for black holes in flat spacetimes.Thanks to this unique combination of powerful approaches based on symmetry principles, my research project aims at addressing the challenge of a holographic formula
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 'European Training Network to Accelerate the Development Chain of Nanostructured Polymers' (TheLink), addressing dissemination and exploitation.

assistant: **Impact**

Research and training in TheLink spans the material development chain for nanostructured polymers. These materials, including phase separated polymers and composites, are attracting scientific and industrial interest due to the outstanding properties and functionalities that can be achieved. However, to exploit the potential of these materials an in-depth understanding of the relationship between nano/micro structures and macro-level properties is required.TheLink aims to generate this knowledge on an interdisciplinary basis combining simulation, characterisation and processing. The recruited fellows will take nanomaterial development beyond “trial and error” towards a knowledge-based and industrially feasible approach. Three case studies (phase separated polymers and composites, separation membranes and self-diagnosing polymers) will be used to guide the research and to demonstrate the project developments. Careful attention will also be paid to broader market requirements and standardisation.High-quality individualised training in scientific and transferable skills, and a structured network program of training units, will provide the fellows with unique interdisciplinary competence in simulation, characterisation and processing, and move them from theoretical investigations towards industrial application and entrepreneurship. The active involvement of industrial partners, secondments in applied research and industry and a strong research and training emphasis on market requirements will furthermore provide them with the intersectoral experience needed for a career in the development of nanostructured polymers.
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 'DEVELOPMENT OF AN ADVANCED MEDIUM RANGE ULTRASONIC TECHNIQUE FOR MOORING CHAINS INSPECTION IN WATER' (MoorInspect) targeting Seventh Framework.

assistant: **Abstract**

The Moorinspect project will bring a step change to the current in-water moor chain inspection systems through the development and introduction of new method for detection of fatigue cracks in the large chain links used in Deepwater offshore facilities.Moorinspect main objective would be to develop a medium range ultrasonic in-water testing technology using Ultrasonic Guided Waves (UGW) method to identify cracks and fatigues in closed circular/elliptical chains. Due to the propagation capability of the tool, it would also be possible to test link-cross sections in chain links for potential of detection of cracks in usually inaccessible locations, specific objectives would be to provide Interpretation of Signal readings for under surface crack and fatigues in chain links through development of UGW transducers ring, calibration techniques. The Moorinspect main technology objective would be to bring the novel approach to Non Destructive Testing (NDT) moor chain scanning though investigating several types of transducers for MRUT methods including (Electro-Magnetic Acoustic Transducer) EMAT approach to deployment, and hence through Development of Mechanised Deployment Vehicle to inspect those chains, leading to the capacity to conduct periodical inspection to detect progressive defects and fatigues based on historical data gathered from perpetual testing.
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 'Development of technologies for new metal applications optimizing the use of induction heating systems' in the context of a Fourth Framework call.

assistant: **Objectives**

The objective is to develop technologies that will enable the industry to exploit the full potential of induction heating systems. This will be the basis of a new type of product that will give the consumer improved performance independent on choice of heating system. The industrial objectives of this project are to develop material-technologies for applying an optimal magnetic base to aluminium to create a new generation of cookware that can be used efficiently on induction as well as other heating-systems. This development will have a positive environmental impact due to 1 ) Potential savings of energy and 2) The base will be developed and applied on recycled materials. The technical objectives will be to: develop a special combination of materials that optimise the energy-efficiency on induction heating systems and . develop a process-technology for applying these magnetic bases to aluminium. Research concerning choice of material thickness, welding, calibration etc. is important due to the fact that the materials used on induction heating is affected by heavy stress caused by continuous heating and cooling. The results is expected to be a unique combination of a high quality, long lasting, low weight, highly energy efficient base and the technology for applying it to aluminium.
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 Sixth Framework proposal on 'Building Radio Frequency Identification solutions for the Global Environment'.

assistant: **Concept**

The implementation of RFID and EPCglobal standard solutions is hindered by a number of technical, social and educational constraints. The objective of the BRIDGE project is to research, develop and implement tools to enable the deployment of EPCglobal applications in Europe.The BRIDGE project consists of a series of business oriented clusters, technical development clusters and horizontal activities. The Business clusters will identify the business opportunities, analyse the requirements, establish the business case, map the requirements with the available technologies and standards, identify problem areas that should be researched. They will perform pilots and implementation, evaluate the results and issue application guidelines for using the technology in their particular business context.The technical development clusters will perform the research based on the needs expressed by the business clusters. They will address technical issues as well as organisational and policy issues. The result of their work will be provided to the business groups to enable pilots and implementations.A series of horizontal activities will provide training, dissemination and exploitation services, enabling the adoption of the technology on a large scale in Europe for the sectors addressed by BRIDGE and beyond.This project will deliver outstanding hardware and software components that will meet the requirements of Users. Concrete experiments will be carried out to validate the technology, to study the impact in real-life situations and to re-engineer business processes in a most efficient way. The deliverable will be widely disseminated throughout Europe by the GS1 organisations whose membership are primarily composed of SMEs and will have significantly improved supply-chain processes and
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 'The Psychological Benefits of Interacting with Nature', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

There is increasing scientific evidence that interacting with nature improves cognition and boosts feelings of emotional well-being. However, as more of the world is being developed, people's exposure to nature is being threatened. With that comes potentially harmful effects on human cognition and mental health. The Attention Restoration Theory suggests that nature is beneficial because it captures bottom-up attention moderately - enough to be interesting and not boring - giving the attention system a chance to restore itself, improving cognition and mood. However, the existing research has not clearly defined how or why nature captures attention “moderately”. Theories of aesthetic pleasure begin to answer this question by introducing the idea of disfluency reduction. The process of disfluency reduction leads to an aesthetic experience. Too much or too little disfluency or complexity within a scene results in feelings of confusion or boredom, respectively. Here, I aim to investigate the psychological mechanisms that account for the cognitive and emotional benefits of interacting with nature by integrating the attention restoration research with the aesthetic pleasure research. Specific objectives are: (1) assessing the behavioural and neural outcomes of immersion in nature using virtual reality combined with eye tracking and electroencephalography (EEG); (2) assessing the outcomes of isolation from nature using deep convolutional neural networks and machine learning; and (3) assessing the visual features that account for the above outcomes. Through understanding the psychological mechanisms underlying the benefits of nature exposure, we will be able to fully harness nature’s benefits and to forecast the negative impacts that further urbanization and indoor confinement m
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 Sixth Framework proposal for the project 'The exheat microCHP turbine system'.

assistant: **Objectives**

The significant contribution to CO2 and other emissions from buildings, including those used for dwellings, is widely recognised. As a result, there is a large market potential for combined heat and power systems that maximise the overall efficiency of generation at the point of use. The proposed project is aimed at demonstrating the market potential of a new microCHP system in real domestic-size polygeneration applications. The Exheat microCHP system is based on the close integration of a boiler with an externally heated microturbine. The system delivers approximately 5 kW of electrical power and 15kW heating. At these power levels, it can provide all of the energy requirements of a typical single dwelling, and it is therefore ideally suited for domestic or small buildings use. The system can be looked upon as a boiler that also generates electricity.
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 'Molecular genetics of host specialisation in pea aphids' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

The study of host-associated forms has taught us a great deal about the ecological and genetic processes involved in speciation. In the complex of host races collectively named Acyrthosiphon pisum, or the pea aphid, the increasing availability of genomic data offers us the opportunity to search directly for genetic differences contributing to the adaptation to novel host plants. This project aims to elucidate the genetic basis of host acceptance, a major determinant of host plant specialization, in host r aces of the pea aphid complex. Aphid acceptance of host plants depends on olfaction, gustatory chemoreception and interactions between aphid saliva and host tissue. Therefore, the project will seek to identify genes involved in these processes and then test their differentiation among host races.Candidate loci will be identified using bioinformatics tools and publicly available genomic and EST sequences for pea aphids. The hypothesis that they play a role in host race formation will be tested by comparing their differentiation between host races with control loci, by examining variation in expression patterns and by comparing their genetic map positions with those of QTL for host acceptance and performance. By using bioinformatics and genomic tools, this project will represent a novel and powerful approach to the problem of host specialisation in phytophagous insects. It would exploit the new opportunities of the genomic era as well as the unique resources available in pea aphids and promises to provide new insights into the evolution of host preferences as well as many opportunities for future work, including applications to pest control.