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 impact statement for 'Climate Neutral and Digitalized Laser Based Surface Functionalization of Parts with Complex Geometry', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

In the coming years, the European industry must assume the challenge of adopting clean and climate-neutral industrial value chains, producing sustainable products. Adopting digital systems will radically change the industry with products and services through innovative production processes. In particular, fully digitalised laser-based additive manufacturing methods are very versatile and thus can be implemented in different industries. Furthermore, energy saves against conventional manufacturing and material waste but also by design optimization can be achieved. However, these parts also required of additional surface treatments, which are nowadays energy and material-consuming, increasing costs and harming the environment. In addition, new concepts for increasing the added value of AM parts must be developed, for instance, by producing advanced surface functionalities in critical applications. The main objective of the CLASCO project is to develop a universal and digitalised laser-based post-process route for creating functionalised AM parts with complex shapes.While the complex parts will be produced by Laser Powder Bed Fusion, Laser polishing and laser surface micro-structuring using Direct Laser Interference Patterning will be combined in a unique manufacturing system. This route will substitute several resource-consuming processes, reducing the environment's negative impact. The implementation will allow substituting standard environmental non-friendly methods and even obtaining a better performance. In addition, different in-line monitoring methods, specifically plasma sensors and infrared cameras will be implemented. In this way, a virtual representation of the process for each part will be possible (digital twin), creating an entirely digitised product. The proj
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 'Sustaining animal health and food safety in organic farming' under Fifth Framework.

assistant: **Concept**

In Europe, organic livestock production has experienced rapid growth in the past decade. Common EU standards for organic animal production were implemented only some 18 months ago (1804/1999). There is a strong need to harmonise the standards under widely different circumstances in order to ensure food safety and animal health. The proposed project will provide a network where consumer and policy maker concern about food safety and animal health is addressed in existing and emerging EU-countries in the field of organic livestock production. Through workshops, standard development, creation of network and fora for researchers and stakeholders, this 3-year project will facilitate, coordinate, integrate, communicate and discuss research in the field with special emphasis of harmonisation between existing and emerging EU-countries.
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 'Technologies and Tools to prioritize assessment and diagnosis of air pollution impact on immovable and movable Cultural Heritage' to be submitted under Seventh Framework.

assistant: **Abstract**

Most buildings of cultural/historical interest are located in urban environments. They undergo a number of different external forcings, which need to be addressed separately.  It is important to consider local-scale variations of the urban environment, such as changes in pollutants, temperature field, relative humidity cycles, wind field, urban heat island effect etc. The most important challenge at the present time is to understand the different types of damage to cultural heritage that environmental changes will cause. In fact, the available scenarios of multi-pollutants trends in Europe and the world indicate that the effects of industrial, civil and transport emissions on corrosion and soiling will constitute a serious threat  to cultural heritage. Such effects require improved methods of quantification to arrive at a more accurate damage assessment, diagnosis and monitoring of the movable and immovable cultural heritage.  The high costs of preventive conservation and maintenance of the built cultural environment urgently impose the prioritization of air pollution monitoring in order to ensure a sustainable protection. For the purpose of attaining these goals, ad hoc devices and tools are necessary to identify and monitor the changing damage processes affecting immovable and moveable cultural heritage. This will be reached with TeACH  developing its objectives. Among these, the main ones are: identify the multi-pollutants and prioritize the principal ones; Identify ways of improving the more reliable and efficient among existing technologies and tools, developing new devices and tools, particularly a new  a compact and economical kit of instruments;deliver guidelines for the future prioritization of air pollution and disseminate the results.
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 'Methods for assessing salt intrusion and transport in heterogeneous and fractured aquifers' (SALTRANS).

assistant: **Concept**

The research focuses on development of quantitative models and methodologies for assessment of saline intrusion in aquifers. Widespread salinization phenomena occur during seawater intrusion into coastal aquifers, salt intrusion from natural and anthropogenic sources, and upcoming caused by over pumping. Many saline intrusion and reaction processes are not well understood, and quantitative prediction of these processes remains elusive, largely because of natural aquifer heterogeneity. Sustainable management of groundwater resources in the presence of salinity sources can be achieved by use of models to evaluate different exploitation and remediation scenarios. Field and laboratory work will be integrated with theoretical analyses to develop realistic models for saline intrusion in aquifers. These models will be applied in field tests and to the development of methodologies for assessment of saline intrusion in aquifers.
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 'Auxiliary Power Unit SubstitutiOn Service For AircraFt' (APU-OFF) targeting Horizon 2020.

assistant: **Abstract**

Guinault was founded in 1949 and has established itself as an expert in ground support equipment for aircraft. Over 65 years later we are specialists in 400Hz 28Vdc Ground Power Units (GPU), frequency converters, air start units and Air Conditioning Units (ACU) for civil and military aircraft. With an engineering team of 22 people and 120 employees in total, we produce 300 units per year in our 12,000m^2 facilities in Orleans, France. Currently there are more than 10,000 examples of Guinault equipment operating in more than 100 countries around the world. APU OFF is about aeroplanes, stationary on the ground, shutting down their Auxiliary Power Unit (APU) – a smaller, yet still noisy and polluting turbine engine fitted in the aircraft tail to power ancillary systems. APU OFF builds upon our expertise in GPUs and ACUs, exploits new and alternative clean energy solutions, and embraces “Big Data” and the Industrial Internet of Things (IIoT) to deliver a solution for the electrical and air conditioning requirements of stationary aircraft that actually works; tailored to requirements and fit for purpose. This data-driven approach will allow us to work on the development a new generation of intelligent ground support equipment. Combining this with a service business model that will realign the cost-benefit scenario, linking the cost of the service to the benefits experienced by the real end user, will deliver benefits to all stakeholders, direct and indirect.
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 'Elections, Ecological Inference and Social Capital in Historical Perspective' under Horizon Europe.

assistant: **Concept**

The goal of ECOSOCIAL is to examine empirically the historical evolution of political cleavages and socioeconomic inequalities, with a multidisciplinary perspective and the use of granular local level data and cutting-edge statistical methods. Who turns out to vote? Who do the poor and the rich vote for, and how has this changed in the long run? Why and when did the left-right voting pattern break down in Western democracies? What can the past teach us about democratic backsliding? While there is plenty of evidence on the rise of Europe’s far right and the emergence of multi-elite party systems, we lack a quantitative analysis of the long-term changes in the structure of political cleavages. The gap in the literature comes from the fact that it mostly relies on survey data, which do not allow us to go far back in time. An alternative is the reliance on local-level granular information, but inferring individual voting behavior from aggregate data may lead to ecological fallacies. ECOSOCIAL will help fill this gap, by exploiting the historical depth of existing electoral data while offering novel solutions to the ecological inference problems. Its novelty will be to put today’s transformations into a longer historical perspective – which crucially will allow us to better understand them and their consequences. ECOSOCIAL will advance the existing research in four steps. First, I will provide the first comprehensive quantitative study of US elections between 1788-2024, considering both Presidential votes and primaries. Second, I will propose novel econometric solutions to overcome ecological fallacies. Third, I will apply this new methodology to six European countries, thereby enhancing our understanding of partisan realignments in Western democracies. Finally, I will const
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 'Collaborative HIV and Anti-HIV Drug Resistance Network' (CHAIN) targeting Seventh Framework.

assistant: **Abstract**

CHAIN is a large scale integrating project aimed to effectively and durably combat new and existing anti-HIV drug resistance in clinical settings, with a special emphasis on Eastern Europe and in heavily affected resource-poor regions in Africa. This will be achieved through our pan-European network of surveillance and basic research activities, the involvement of all main actors in the field of HIV and anti-HIV drug resistance, monitoring how resistances develop and evolve, improved understanding of mechanisms of resistance development, performing molecular epidemiology studies, providing improved and new strategies to evaluate and limit the emergence and transmission of HIV drug resistance, setting up training and dissemination activities and supporting evidence-based public health policy and action.  CHAIN brings together Europe’s leading internationally recognised scientific expertise in basic science, molecular epidemiology, bioinformatics and surveillance of HIV and HIV resistance including the WHO, strong links to Eastern Europe through the existing FP6 funded cohort network Europe HIVresistance and strategic links to relevant pan-European cohort networks and national cohort networks (PENTA/ECS, CASCADE, EuroSIDA, COHERE, ICoNa, UK-CHIC, SHCS).   Our balanced programme of work is informed by optimising the synergistic skills represented by the applicants, and also through harmonising with existing initiatives, that ensures lack of duplication, but rather maximises the impact of European activities. Thus, our African and Eastern European work will be linked to WHO policy,  our European surveillance studies will be guided by ECDC (through our advisory board), and our clinical research will generate questions best addressed through the NEAT clinical trial network. F
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 'Cogeneration of Hydrogen and Power using solid oxide based system fed by methane rich gas' (CH2P) under Horizon 2020.

assistant: **Objectives**

To achieve European ambitions to reduce global emissions of greenhouse gases by 80% before 2050, emissions of the transport and the energy sectors will need to decrease drastically. The Hydrogen Economy offers ready solutions to decarbonize the transport sector. Fuel cell electric vehicles (FCEVs) close to be deployed in the market in increasing numbers. For FCEVs to be introduced to the market in volumes, a network of hydrogen refuelling stations (HRS) first has to exist. Green hydrogen is figured, in the medium – long term, as the target technology to decarbonize the transport sector. Indeed, this will not be commercially attractive in the first years. Similarly, new-built hydrogen supply capacity will not be viable in the first years with low demand. CH2P aims at building a transition technology for early infrastructure deployment. It uses widely available carbon-lean natural gas (NG) or bio-methane to produce hydrogen and power with Solid Oxide Fuel Cell (SOFC) technology. Similar to a combined heat and power system, the high quality heat from the fuel cell is used to generate hydrogen. CH2P therefore generates hydrogen and electricity with  high efficiencies (up to 90%) and  a reduced environmental impact compared to conventional technologies. The system will have high dynamic (more than 50% of energy will be in form of hydrogen), purity level of hydrogen at 99.999%,  a CO-level lower than 200 ppb. The target cost for the hydrogen generated will be below 4,5 €/kg. The overall technology concept will be based on modularity to enable a staged deployment of such infrastructure.CH2P will realize two systems, one with hydrogen generation capacity of 20 kg/day, for components validation, and another at 40 kg/day for infield testing. A dissemination campaign will use 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: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'Action Selection in the Midbrain: Neuromodulation of Visuomotor Senses'.

assistant: **Innovation**

In an ever-changing natural world, animals must constantly adapt their behavior by extracting relevant information from the environment in a context-dependent manner. This is a complex task because the relevance of sensory stimuli rapidly changes according to the animal’s internal states, evidence, attention and goals. In the brain, neuromodulatory systems are thought to encode environmental and internal signals, such as novelty, reward, effort and risk, providing critical input to ensure appropriate action selection. However, classically, neuroscientists have opted to study sensorimotor transformations as a reflex arc, largely ignoring complex modulatory contributions due to their experimental inaccessibility. In this proposal, I will explore the neuromodulatory strategies used by the brain to tailor sensorimotor computations according to the immediate needs of the animal.A key node for sensorimotor transformation and spatial attention is the Superior Colliculus (SC). The SC is also a neuromodulatory hub, where retinal streams converge with highly diverse and functionally mysterious neuromodulatory inputs. Here, I will take advantage of the SC’s role as a gatekeeper in sensory processing and behavioral control to unravel the multiplexed logic and function of neuromodulation. To do so, I will first quantitatively describe SC’s visual and non-visual dynamics on a moment-by-moment basis and define their interactions. Next, I will determine the properties, orchestration and influence of SC’s neuromodulatory inputs on sensory processing, goal-directed behaviors and spatial attention. Finally, I will describe the role of neuromodulation mechanistically by developing a novel functional connectomics approach and mapping circuit motif changes. Given the implication of neuromodu
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 'Multi-sample epitaxial deposition chamber' to be submitted under Fifth Framework.

assistant: **Abstract**

The project aims to develop an European Technology to realize high performances customized reaction chambers for Chemical Vapor Deposition (CVD), and metal organics phase vapor systems. Mainly development is dedicated to R&D on the Epitaxy of composed semiconductors, both III-V and II- VI. The final prototype is an integrated instrument, with an epitaxial chamber suitable to work on 2 wafer, also having scale up facility to 3" or 4" , with high lateral uniformity (better than 1 %) for the deposit thickness and stechiometry. This chamber should also have a geometry suitable to a fast switching of the gaseous gas composition for the growth Atomic Layer Epitaxy applications. The prototype development will pay very much attention to the possible customized applications, so that dimensions and technical specifications will allow an easy scale up to every particular CVD process. The target price of the instrument is highly competitive with respect to the existing instruments."
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Exploiting low dimensional models in sensing, computation and signal processing' (C-SENSE).

assistant: **Innovation**

The aim of this project is to develop the next generation of compressive and computational sensing and processing techniques. The ability to identify and exploit good signal representations is pivotal in many signal and data processing tasks. During the last decade sparse representations have provided stunning performance gains for applications such as: imaging coding, computer vision, super-resolution microscopy and most recently in MRI, achieving many-fold acceleration through compressed sensing (CS).However in most real world sensing it is generally not possible to fully adopt the random sampling strategies advocated by CS. Systems are often nonlinear, measurements have limited dynamic range, noise is rarely Gaussian and reconstruction is not always the final goal. Furthermore, iterative reconstruction techniques are often not adopted in commercial imaging systems as they typically incur at least an order of magnitude more computation than traditional techniques. Thus there is a real need for a new framework for generalized computationally accelerated sensing and processing techniques. The research proposed here will build on the PIs recent work in this area and will develop and analyse a much richer class of hierarchical low dimensional signal models, accommodating everything from physical laws to data-driven models such as deep neural networks. It will provide quantitative guidance for system design and address sensing tasks beyond reconstruction including detection, classification and statistical estimation. It will also exploit low dimensional structure to reduce computational cost as well as estimation accuracy, challenging the notion that exploiting prior information must come at a computational cost.This research will result in a new generation of data-driven,