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: Compose a compelling abstract for 'Accelerating the transition to innovative and sustainable manufacturing by an AI-based software simulation that achieves first-time right printing of lightweight and complex of aluminium alloy parts.' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Additive manufacturing holds important promises for sustainable engineering products and applications. Combining the capabilities of 3D printing in terms of bionic lightweight design with the lightweight nature of aluminium and its outstanding properties could lead to a revolution in the field of sustainable mobility. Despite the recent advances, 3D printing of aluminium alloys is a complex process that leads to many defects and a high scrap rate. This becomes a cost barrier to scale the technology especially in the sectors automotive and aerospace.   AMA proposes to develop a machine learning based toolpath with process parameters that are optimal to achieve a component defect free and first-time right. In the context of the project, we will provide science-based life cycle analysis of the indirect impact of our technology in enabling competitive sustainable solutions to scale by reducing the cost barrier and also compare the parts before and after using our AI technology in cost, quality and environmental impact criteria.  The technical objective will be achieved by designing a testbed demonstrator. For this, a specific Aluminium alloy (ALF357) and a representative geometry from the automotive industry will be selected. The AI process simulation algorithm will be trained with increasing geometry complexity. Once demonstrated the accuracy, the model will be used to achieve first-time right printing and avoid the traditional costly trial and errors.   The success of the use case will provide 1000Kelvin with a unique demonstrator, showing the capability of our AI based APIs to solve some of the complex process challenges of the AM industry. This will help position our business as a leader technology provider and enhance our growth perspective to promote the role of women
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Advanced,  trustworthy AI and data solutions for individualised automated milking & feeding of dairy cows' (2021-2027) under Horizon Europe.

assistant: **Objectives**

The agricultural sector has a big challenge: producing more with fewer raw materials and less adverse effects on society, production animals, climate and biodiversity. Optimal use of resource is even more important now, due to the imminent food crisis. Climate-friendly sustainable agriculture, with care for natural resources, is essential for our food production and quality of life, today and for future generations. Automated Milking Systems (AMS) were developed in the late 20th century under the perspective of reducing manual labour & costs and improving quality of life for the farmers. Not only have these machines improved in harvesting milk efficiently, but they also have the added ability to collect a greater amount of data about production, milk composition, cows health and behaviour. This could allow producers to make more informed management decisions, while in parallel reducing emissions and increasing animal welfare.Nevertheless, currently available AMS have important limitations in terms of optimising their operation. dAIry 4.0 addresses these challenges, integrating and optimising AI, data and robotics solutions to demonstrate how this combination will optimise AMS production aspects and minimise adverse effects on society, climate and biodiversity. The approach will be demonstrated through real-world use cases of interest both for the farming sector and the food industry. In terms of AI tools to be used, the project will focus on the following novelties:- Developing multimodal learning techniques to efficiently utilize multiple types of information for animal health & overall animal status monitoring- Developing self-supervised and novel data augmentation techniques to reduce the amount of labelled training data needed - Exploring novel explainable AI techni
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 'Viral frontiers – species barriers of hepatitis C virus replication' under Seventh Framework.

assistant: **Concept**

RNA viruses are responsible for important acute, chronic as well as emerging human infections. While some of these viruses – like for instance the hepatitis C virus (HCV) – are highly species-specific, others (e.g. Dengue Virus) infect different host species. These latter viruses cause zoonotic infections, i.e. infections of animal hosts that are transmitted to humans by unintentional contact. Why some RNA viruses are highly species-specific, whereas others have a broad species-tropism is poorly understood. Moreover, host-derived control mechanisms that prevent viruses to transmit across species barriers and viral evasion and adaptation strategies are only beginning to emerge. While climatic changes, augmented population density and mobility increase the risk for human exposure to novel RNA viruses, therapeutics preventing disease in humans or precluding transmission are lacking. In some cases, small animal models for drug discovery, vaccine research and pathogenesis studies are not available.  The objective of the proposal is to define all factors that prevent HCV propagation in mouse liver cells. The inability of HCV to propagate in non-human cells may be due to lack or genetic incompatibility of essential viral replication co-factors and/or due to antiviral restriction mechanisms effectively suppressing viral replication in non-human host cells. Taking this into account, both rationale and unbiased genetic screening systems will be employed to derive a comprehensive profile of all factors relevant to the species barrier for HCV infection of mouse cells. Moreover, viral adaptation and evasion strategies to overcome these barriers will be explored. These pioneer studies will prepare the ground for development of urgently needed HCV small animal models and provide valua
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'WEaThering in bedrock landSLIDE deposits' (WetSlide) under Horizon 2020.

assistant: **Objectives**

Understanding Earth’s climate system is a major aim of the H2020 work programme. The chemical weathering of silicate and carbonate minerals is a key component of Earth’s climate system by exchanging large volumes of carbon between atmospheric and geologic reservoirs. Commonly, weathering models focus on the steady production, chemical alteration, and erosion of regolith and soil. However, the majority of fresh, weatherable sediment on Earth’s surface is produced in active mountain ranges where unsteady bedrock landsliding is the dominant erosion process. There, existing weathering models do not apply. The lack of data and models for chemical weathering in bedrock landslide deposits presents a major knowledge gap that limits our predictions of weathering dynamics and, ultimately, our understanding of Earth’s climate system. The goal of WetSlide is to quantify the impact of landslide erosion on chemical weathering fluxes from mountain ranges with three research objectives: 1) Assess millennial-scale variations of weathering rates in landslide deposits with a unique dataset of landslide-seepage-water chemistry from New Zealand; 2) Quantify erosion timescales of landslide deposits by measuring and compiling deposit volumes of dated landslides; 3) Develop and calibrate a model for weathering in landslides based on data from 1-2. This model will be combined with a regolith weathering model to estimate landscape-scale weathering fluxes. By providing the first quantitative study of weathering in landslide deposits, WetSlide has the potential to re-define the impact of mountain belt uplift on the inorganic carbon cycle and to drive a step-change in the understanding of global chemical weathering dynamics. Moreover, interdisciplinary training by experts at two world-leading resea
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 'Strengthening Railway Vehicles Center of Faculty of Mechanical Engineering Kraljevo' to be submitted under Seventh Framework.

assistant: **Abstract**

The project aim is to enhance Railway Vehicles Centre of Faculty of Mechanical Engineering Kraljevo (University of Kragujevac, Serbia) potentials for railway vehicles research according to contemporary industry needs. The Centre is leading Serbian institution in the field of railway vehicles investigation and testing, providing research and development services to Serbian wagon factories (major Serbian wagon factory is also at Kraljevo) and Serbian Railways (national railway operator). It has also developed regional co-operation with other Balkan countries, and is, for its research experience, partner in current FP6 project “RRTC” for establishing regional railway transport research and education institution. Recent requests for research activities are focused to investigation of railway vehicles dynamics and investigation of fatigue of railway vehicles structures and components. The project aim is to support Railway Vehicles Center to respond to those needs through realization of three objectives: 1) improvement of knowledge and skills of research stuff through exchange of know-how and experience with prominent research centers in EU 2) acquisition of new research equipment that will complement present equipment for investigation of quasi-static and dynamic properties of railway vehicles; 3) definition of common research programmes with some of the leading EU research centers in respective area leading to development of strategic partnerships with this institutions. After achieving project goals, the Centre will be able to become integrated part of ERA as well as to provide response to needs of railway vehicles industry in Serbia and Balkan region.
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 'Practical reuse improvement metrics', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

The experiment motivation is to reduce the costs of producing Real Time Engine Control systems and to therefore be more competitive in the market place. To achieve this the procedures for systematic reuse of previously developed and tested software must be put in place. Accurate measurement of the reuse process and it's effect are vitally important for effective process improvement and demonstration of cost reduction. The experiment should provide useful data in three main areas of software development. Firstly the use of the Goal Question Metric approach as a means of process measurement and improvement for a reuse process and a process that includes reuse. Secondly in showing how the resultant data is effective in demonstrating a cost reduction due to reuse. Lastly in the use of Goal Question Metrics as a driver for process improvements.THE EXPERIMENTThe experiment will use the Goal Question Metric approach to assess and improve the existing reuse measurement process. Using the revised reuse process the software development process incorporating reuse will be measured and the results assessed to infer process improvements. Current expectations of reuse on the baseline project are 50%. The aim of this experiment is to attempt to increase this reuse to around 80% or at least to provide process improvement recommendations to do so.The target project selected for PRIME is the development of an engine controller for a BR715 engine on the McDonnell Douglas MD95. This project poses greater reuse challenges than previous applications in that it features engine and airframe, as well as engine control hardware and software changes. The project will begin in May 1996 with the commencement of the first software development. This will conclude in October the same year. This phase
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 Fifth Framework proposal for the project 'Comparative genome organisation in leptosphaeria maculans and related filamentous fungi'.

assistant: **Objectives**

Position available for doctoral fellows in the fields of genomics and marker development in filamentous fungi. The following topics can be addressed: (i) Contribution to the analysis of genome organization of L. maculans. Following characterization of L. maculans or heterologous EST s (including candidate genes from other fungal species) , search for functional clustering by hybridization on the SAC library. Genome location of these clusters in the physical map and chromosomes separated by PFGE. Relationship with the location of known genes of L. maculans, including A VR genes.(ii) Comparison with the genome organization of related pathogenic fungi, by analyzing the occurrence, or not, of similar stretches of OAFs upon the availability of similar material and tools in the fellow host lab.(iii) Use of mini satellites as tools for population genetics or epidemiology in L. maculans or related fungal species. The availability of numerous sequence data in L. maculans, or cloning strategies targeted at markers linked in repulsion enabled us to design strategies to generate minisatellites. These single-locus sequences are common in fungal genomes and have the main advantage over microsatellites that they may be easily separated and analyzed using regular agarose electrophoresis due to the differences in size from one repeat to the other. New minisatellites will be characterized and their usefulness as markers assessed on natural L. maculans populations. Similar strategies can be developed on related fungal species as in (ii).
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 'Clear data for clean fuels'.

assistant: **Concept**

In many countries there is an increasing interest in bio-fuels as a clean and renewable source of energy. There is also a growing international concern on the lack of transparency of bio-fuel data as the information collected by the various actors differs substantially in structure and methodology. It is considered that clear data on availability and performance of bio-fuels are essential for sound (investment) decisions of users, suppliers and intermediates in the field of bio-fuel utilisation.The objective of the proposed action is to compile a structured and transparent data structure for bio-fuels, using existing information sources and based on consensus of the various stakeholders on aspects as measurements, calculation methodology, reference fuel chain, by-products, environmental performance, CO2 effects and economics.
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 'Regulation of cell migration by crosstalk between EPH ephrin and FGF receptor signalling' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

The overall objective of this proposal is to provide Dr. Gonzalez-Quevedo with an extension of her training in order to broaden her expertise and advance her scientific career. Dr. Gonzalez-Quevedo has previously used molecular biology, biochemistry and cell biology approaches to the study of cancer. She now wants to train in in vivo analyses of the normal regulation of cell migration processes during development, as this is essential for understanding mechanisms underlying its miss-regulation during tumorigenesis. Regulation of migration and adhesive properties of cells is crucial for the correct morphogenesis of developing tissues, and disruption of these processes has been implicated in cancer invasion and metastasis. Eph receptors and their ephrin ligands are critical mediators of cell migration in different contexts. Despite the increasing knowledge regarding the function of Eph receptors and ephrin, very little is known about how they are regulated to switch between adhesion and repulsion responses. The project aims to study how FGF receptor signalling regulates Eph receptor/ephrin-mediated cell adhesion and migration. I plan to use a synergistic combination of in vitro (biochemistry, cell biology, pharmacology) and in vivo approaches (boundary formation during hindbrain segmentation in zebrafish and chick) to dissect a molecular mechanism likely to be of importance for cancer invasion and metastasis. The project contributes to the improvement of science in Europe both by addressing a fundamental mechanism of clinical relevance, and by enabling significant new training in an expert laboratory in another European country.
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 Fourth Framework proposal on 'Development of design and construction methods to stabilize soft organic soils for the construction of rail, road and other infrastucture'.

assistant: **Concept**

The continuality increasing demand for building land for industry, housing and infrastructure (roads, railways, ports and air fields) is forcing the construction industry to build on land that was previously identified as unsuitable. Much of this unsuitable land comprises natural deposits which, because they contain organic matter, are highly compressible. Organic soils (ranging from slightly organic clays to peat) are found in many countries of Europe. The construction of foundations and embankments on highly compressible soils results in unacceptable total and differential settlements unless the compressible soil is removed, the construction founded beneath the compressible soil or long term precompression by surcharge is carried out before construction. The industrial objective of the project is to provide the European construction industry with competitive construction techniques, backed by guidance documents for their use, to stabilize soft organic soils. The new construction techniques would stabilize the soil by mixing the soil with binders like cement, lime and/or other industrial secondary materials (such as pulverized fuel ash) to create columns of stabilized soil or by mass mixing in situ.Similar techniques are in use for non organic soil. The use of the techniques for organic soil (ranging from slightly organic clays to peat) needs further development of equipment and binding materials by laboratory and full scale field tests to assess the environmental and engineering behaviour of the stabilized soil. The research will provide a proven technology for stabilization of organic soft soils in a cost effective way. By full scale field and laboratory tests new mixtures of binders will be developed to stabilize these soils in situ. These tests must prove that the
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 'Survey and Prospects of IMP PAN Research' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The Institut has already an established position in the scientific community involved in broadly understood energy conversion in flows, structural mechanics, dynamics of machinery, laser technology and plasma dynamics. The recognized potential of IMP PAN is a good starting point for the involvement in the European Research Area. However, to reach the level of European partners a significant upgrade of present potential is necessary.  It is considered as very useful and helpful for IMP PAN to get a critical evaluation of the existing potential by independent specialists and to obtain indications for further development in the corresponding fields of interest. This will help to guide the development of IMPPAN towards the goals recognized in European Community.