RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'European river margins: Role of biodiversity in the functioning of riparian systems' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

River margin ecosystems are a dynamic interface between terrestrial and aquatic environments where biological processes and biodiversity tend to be maximized. Recent evidence suggests that river margin ecosystems are highly sensitive to global regional and local environmental changes. The ERMAS Programme was established in 1992 to increase our understanding of the processes controlling the structure and function of river margin ecosystems through cooperative research involving a European-wide network. ERMAS II develops the activity of this network by focusing on the role of biodiversity (i.e. autogenic processes) in determining the sonRitivity of river margin ecosystems to changes in environmental conditions (particularly temperature and hydrology). The proposed programme combines three primary research tasks: a) to understand the role of biodiversity in maintaining the structure, functio and stability of ecosystems; b) to analyse ecosystem processes with particular reference to the organic matt cycle; c) to determine and compare interactions and links between ecosystem processes and physical processes in contrasting situations, defined at two scales: climat region and patch. The ERMAS network includes a latitudinsl gradient from 64°N to 43°N, and a climatic gradient from sub-polar, to maritime temperate, mediterranean, and temperate continental. The possible introduction in ERMAS II of a Swiss team would add a site with an alpine climate. Locally, a gradient of sites will be chosen to characterize a representative range of hydro-geomorphological and management-impacted settings. ERMPS II will apply a set of core protocols and extensions of these protocols to investigate important problems that are specific to some rivers. The core focuses on the influence of litter typ
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 'Archiving and Curating the Margins: Queer Memory Activism and Infrastructures in Southeastern and Eastern Europe'.

assistant: **Innovation**

In the In the 21st century, a new wave of anti-LGBT+ sentiments have emerged in global and local politics, often framing queerness as newly invented and imported from outside the local borders. Challenging this erasure from collective memory are queer memory activists and grassroot infrastructures such as archives and cultural festivals, which store, curate and circulate queer memories and resist heteronormative histories. Research into memory activism’s role in (re)imagining local and transnational pasts and futures has become a focal point of queer archival turn two decades ago. However, histories, memories, and meanings of queerness outside the global West are still chronically underexplored. QEAST fills this research gap by engaging with queer memories from the Southeastern and Eastern Europe (SEEE), a site of both anti-LGBT+ backlash and vibrant queer memory activism. Using tools from queer, memory, and festival studies and ethnography, QEAST zooms in on the SEEE’s grassroot past and current memory stakeholders, archives, and cultural festivals to O1) build a digital database of regional stakeholders and memory activism strategies; O2) map and analyse the mnemonic strategies of memory pioneers during socialism, how these efforts are historicized, preserved, and inherited; O3) develop a conceptual grid for understanding the dynamic of transcultural queer memory and queer theory travel, adopting globalized terms and narratives as well as original production, decolonization, and localization processes in the SEEE. By exploring how queer memory stakeholders preserve, produce, curate, and circulate queer memories, QEAST will deepen the understanding of queer memory’s role in community-building and challenging dominant local and global historical narratives. Ultimately,
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 'Flexible and hybrid manufacturing of green aluminium to produce tailored adaptive crash-tolerant structures' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Flexcrash aims to develop a flexible and hybrid manufacturing technology based on applying surface patterns by additive manufacturing onto preformed parts. Aluminium alloys have been selected as the optimum material to build high performance structures, addressing both lightweight and environmental sustainability. They provide better recyclability, affordability (low CRM content), and costs than other material alternatives that would need complex developments for joining, recycling, and manufacturing. The property tailoring capacity offered by hybrid manufacturing will permit to develop a new type of crash-tolerant structures with outstanding performance under a wide range of impact angles and unexpected crash conditions. Structures will be defined according to the collision parameters identified by the different mixed traffic scenarios. Such tailored structures are the ideal solutions for dynamic active safety devices that allows displacement of crash structures to optimally face an imminent crash. Considering that the frontal crash is the most common (70%), a front-end structure has been  chosen as demonstrator to validate the manufacturing developments, the modelling approach and the testing methodologies. The flexibility of the proposed technology will facilitate its transferability to other safety-related structures in vehicle’s locations with higher risk for passenger’s injuries while decreasing the number of materials and processes used to manufacture a crash structure. Simplify supply chain will turn into 20% manufacturing costs saving and reduce the risk of disruption. Virtual testing with improved reliability, validated by crash tests, will be used to propose new testing configurations, looking at the next step towards standardization. The application of Flexc
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 'An integrated approach to assess the mercury cyclying in the mediterranean basin' (MERCYMS), addressing dissemination and exploitation.

assistant: **Impact**

The overall goal of the proposed project is to develop an integrated modelling system aimed to assess the relative contributions of different processes involved in the cycling of mercury in the Mediterranean Basin. It will involve experimental and modelling integrated tasks aimed to investigate key mechanisms that may affect the cycle of mercury within and between the marine environment and the atmosphere. Therefore the modelling tasks will be supported with ad-hoc integrated atmospheric and water measurements performed at coastal and offshore sites as well as controlled experiments carried out in the laboratories. The integrated modelling system will integrate socio-economic analysis and will allow to support the implementation of the EU Directive on Mercury and EU Framework Water Directive at country and European level.
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 'Brain-inspired Intelligence for Semantic Video Compression' (BrainCode).

assistant: **Concept**

The BrainCode project proposes novel compression techniques for extended reality (XR) data which are energy efficient while ensuring a reconstruction quality that satisfies the human visual semantic perception. There are several challenges concerning the complexity and the power consumption of the latest video compression standards which have not yet taken into account by the signal processing community.We propose that these challenges can be addressed by machine learning based architectures in order to avoid the exhaustivecomparisons between sequential frames. We aim at releasing a semantic video compression algorithm that uses Convolutional NeuralNetworks (CNNs) and drives the bit allocation with respect to the content of the visual scene. Another goal of BrainCode is to mimicthe visual system as an intelligent mechanism that processes the visual stimulus. This can be claimed as it consumes low power, itdeals with high resolution dynamic signals and the dynamic way it transforms and encodes the visual stimulus is beyond the currentcompression standards. During the last decades, a lot of effort has been made to understand how the visual system works, what is thestructure and role of each layer and individual cell that lies along the visual pathway, and how the huge visual information ispropagated and compacted through the nerve cells before it reaches the visual cortex. There are very interesting mathematicalmodels which approximate the neural behaviour and they have been widely used for image processing applications includingcompression. The BrainCode project searches the latest neuroscience models for the design of a groundbreaking XR video compressionarchitecture. The efficiency of the above approaches is expected to improve several image processing applications lik
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 'Monitoring and prediction of the atmospheric transport and Deposition of Desert Dust in the Mediterranean region' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

To develop and implement a prototype system for routine monitoring and prediction of the atmospheric transport of desert dust in the MediterraneanThe overall objective of the proposed project is to develop and implement a prototype system for routine monitoring and prediction of the atmospheric transport of desert dust in the Mediterranean region, based on a numerical weather prediction model enhanced by a module for the simulation of the dust uptake, transport and wet and dry deposition. The dust simulations will be validated and further enhanced by means of an extensive measurement programme as detailed below. The dust monitoring and prediction system will be used both for the simulation of past events and episodes and for experimental forecasts of the atmospheric transport and deposition of desert dust in the Mediterranean region. These regional forecasts will be for typically 2-3 days ahead. In addition to forming the basis for desert dust alerts, these forecasts will be made available to interested agencies and scientists. The proposed partners are: Mediterranean Research Centre, Erice (Italy), Division of Environmental and Analytical Chemistry, University of Heraklion (Greece), Centre des Faibles Radioactivites, Institut Pierre Siuon Laplace, Gif-sur-Yvette (France), Laboratoire de Modelisation du Climat et de l'Environnement, Institut Pierre Simon Laplace, CEA, GifSur-Yvette (France), Department of Applied Physics, University of Athens (Greece), and Laboratoire Interuniversitaire des Systemes Atmospheriques CNRS - Univ. Paris VII & Paris XII Creteil (France) - associated partner. The scientists involved have the complementary expertise in geochemistry and ground observations, surface and space remote sensing, and meteorology and numerical modelling, necessary to
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 how 'Timing the Economic, Cultural and Environmental patterns of Agropastoralism development in the Indo-Iranian Borderlands' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

The emergenceThe emergence of an agropastoral way of life in South West Asia from the late 10th millennium BCE revolutionised the social organisation of prehistoric communities. The spread of this new economic and cultural model followed several trajectories. A key region comprised between the Zagros mountains of the Iranian Plateau to the Indus Valley in the plains of Pakistan, known as Indo-Iranian borderlands (IIBL), is yet poorly explored. Current knowledge of agropastoralism dynamics and dispersal in this area remains fragmentary due to the lack of a robust chronological frame drawing temporal links between the settlements. The AgroChrono project particularly explores the development of agropastoralism among agropastoral societies of the 7th to 4th millennium BCE in the IIBL around four research themes: (i) The chronology to resolve the time frame of early agropastoral occupations in this region; (ii) The economy to document human subsistence practices with the exploitation of domestic resources; (iii) The palaeoenvironment setting and variations that may have influenced the settlement patterns and availability of natural resources necessary for their subsistence; (iv) The cultural and economic links between the various settlements by gathering all the archaeological datasets available. All these aspects are investigated using a combination of classical archaeological, bioarchaeological and palaeoenvironmental methods, together with the latest developments in biomolecular, isotopic and chronometric techniques. It particularly includes the next stage of development for compound-specific radiocarbon analyses of archaeological and environmental matrices, a state-of-the-art method essential for resolving the local problematics regarding the chronology. All the generate
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 'A software framework for the efficient setup of industrial inspection robots' (SPIRIT) targeting Horizon 2020.

assistant: **Abstract**

SPIRIT aims to develop an ""inspection skill"" for robots that takes the step from programming of complex inspection tasks to configuring such tasks. For system integrators this will reduce engineering costs and effort for deployment of inspection robots by 80%. Results include an ""offline framework"" with features such as model-based automatic coverage planning for complex parts, automatic robot program generation and an ""inline framework"" that deals with sensor data mapping to transfer 2D measurements to the 3D object model. At the heart of the project is an accurate process-specific model that represents the sensor data acquisition process with sufficient accuracy to allow automatic planning. The ""offline framework"" will include a generic interface to allow the easy exchange of process models (for different inspection technologies), of the CAD model of the part (for a different type of product to be inspected) or of the work-cell model (for a different kinematic structure). The generic ""inline framework"" will provide the backbone for the execution of the actual inspection process. Relying on such a proven frameworks will reduce the risks of implementing complex inspection tasks and thus help the deployment of inspection robots.The three end-users from the automotive and aerospace industry as well as the technology providers and system integrators in the project all have experience with  the above mentioned technological issues and estimate that a potential of 600 to 1000 additional robotic installations can be realized per year. The generic frameworks will particularly enable SMEs to address a larger market beyond their regional focus by reduce the risk of setting up inspection robots, Considering the exploitation potential the SPIRIT project will achieve a su
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 'Connecting SOLar and stellar Variabilities' under Horizon 2020.

assistant: **Concept**

The proposed project aims at answering four general questions of high scientific importance:- How typical is the Sun as active star?- What is the solar role in climate change?- What are the limitations for detectability of Earth-type planets in habitable zones?- Can the solar paradigm help us to explain variability of other stars and to better detect and characterizeexoplanets?These exciting questions can now be addressed thanks to recent progress in solar and stellar physics. On theobservational side, the unprecedented precision of broadband stellar photometry achieved with the CNESCoRoT and the NASA Kepler satellites initiated a new era in studying stellar photometric variabilities.Recent surveys with ground-based automated telescopes have significantly increased the number of starsobserved over their activity cycles. On the theoretical side, solar irradiance models have matured toreproduce solar brightness variability in great detail. The enormous progress in magnetohydrodynamicsimulations of solar and stellar atmospheres as well as the development of new computationally efficientradiative transfer schemes makes it finally possible to extend physics-based solar irradiance models to otherstars, thus opening an entirely new horizon for solar-stellar and solar-terrestrial connection studies.
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 'REaching and grasping Training based on Robotic hybrid AssIstance for Neurological patients: End users Real life evaluation'.

assistant: **Innovation**

The aim of the RETRAINER proposal is to tune and validate advanced, robot-based technologies to facilitate recovery of arm and hand function in stroke survivors and to verify extensively the use of the system by end-users. RETRAINER will allow the users to use their own arm and hand as much and as soon as possible after the trauma so to achieve the best outcomes in rehabilitation.  A continuous iterative process between the technology development and the testing feedback will drive the whole project. RETRAINER will implement a full technology transfer from the results of a previous FP7 project, MUNDUS, aimed at setting up a similar assistive device for severely disabled people in daily life activities. RETRAINER will make available two systems that could be used either combined or stand-alone. RETRAINER S1 will provide the end-user with a robot that does not completely take over the user’s tasks and substitute the functionality of the body, but specifically supports the user only whenever he/she really needs support. Residual functionality is trained and improved on rather than replaced by the robotic device. Arm movements will be supported by the combined action of a passive exoskeleton for weight relief and Neuromuscular Electrical stimulation (NMES) delivered to several arm muscles in a controlled manner. RETRAINER S2 will exploit a wearable NMES system with multiple arrays of electrodes for hand rehabilitation facilitating the grasping function. Both systems will benefit from use of interactive objects, i.e. daily-life objects able to supply information about themselves to drive usage. Within RETRAINER the same principle and module will be exploited to drive rehabilitation exercises and to monitor daily life.The systems will undergo a thorough randomized control cli