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: Explain how 'Reviving shrinking cities – innovative paths and perspectives towards livability for shrinking cities in Europe' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Processes of shrinkage are multidimensional phenomena encompassing cities, parts of cities, or regions that are experiencing a dramatic decline in their economic and social bases. While the causal factors are diverse and complex, the most evident factor in shrinkage is a loss of employment opportunities and out-migration of population. Previous research by the beneficiaries has pointed out that decline is enduring, and shrinkage is most probably jeopardizing the prosperity of European competitiveness. Moreover, experts, who are specifically trained in leadership and management of shrinkage processes, are in short supply throughout Europe.Through this RE-CITY ETN, new approaches and success factores for shrinking cities will be explored and evaluated.RE-CITY provides a perspective for the robust and sustainably sound development of shrinking cities, while supporting elements of economic prosperity, liveability, social stability and innovation.This ETN will develop novel solutions for shrinking cities, and investigate case studies approaches for dealing with shrinking cities in terms of four innovative key themes: conceptualising shrinking smart, governing, greening/right-sizing, and regrowing shrinking cities. On this basis RE-CITY applications will be developed:a tangible framework of tools and methods including planning instruments.The RE-CITY ETN aims at training highly skilled experts for the four key themes of shrinking cities noted above, enabling them to act as leaders, mediators, and consultants of change while fostering innovative solutions and perspectives for these areas. These aims will be achieved by a structured training programme to provide expertise to multidisciplanary RE-CITY professionals by means of key scientific skills targeted to the requirements o
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 'Interdisciplinary Integrated Forecasting System for Fluid Flows' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

A high performance modelling system is proposed for simulating multi-scale flows with an unprecedented range of multidisciplinary physical applications. Computer simulations of global weather at horizontal resolutions in the order of a kilometre (i.e. nonhydrostatic) will become operational for numerical weather prediction (NWP) beyond 2020. Existing NWP models operate at hydrostatic scales and are not equipped to resolve convective motions where nonhydrostatic effects dominate, thus impairing the fidelity of forecasts. While NWP strives to extend the skill towards finer scales, nonhydrostatic research models endeavour to extend their realm towards the global domain. The two routes of development must cross, but the approach how to merge the diverse expertise is far from obvious. The proposed work will synthesise the complementary skills of two exceptionally successful modelling systems: ECMWF's Integrated Forecasting System (IFS) and the nonhydrostatic research model EULAG formulated by the principal investigator. The IFS is one of the most comprehensive Earth-system models available in the world, while EULAG offers unprecedented expertise in multidisciplinary computational fluid dynamics (CFD) ranging from simulations of laboratory flows to magneto-hydrodynamics of solar convection. The essence of the proposal is a pioneering numerical approach, where a nonhydrostatic global model is conditioned by global hydrostatic solutions within a single code framework. The key technology are EULAG's numerical procedures expressed in time-dependent generalized curvilinear coordinates, pairing the mathematical apparatus of general relativity with modern CFD. The new model will predict with greater fidelity extreme weather events that are critical to the protection of society while
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 'Development of a simulation platform to study the role of joint hyper-resistance in functional tasks in children with cerebral palsy.' (2021-2027) under Horizon Europe.

assistant: **Objectives**

Joint hyper-resistance to movement affects 85% of children with cerebral palsy (CP), the most common cause of physical disability in children. Joint hyper-resistance is an important treatment target in CP. Yet, its contribution to gait and balance impairments is poorly understood because it has been hard to associate clinical test outcomes to gait and balance deficits. Here, we will test a novel hypothesis about the mechanisms underlying joint hyper-resistance. We hypothesize that the neural component of joint hyper-resistance results from movement history-dependent muscle mechanics and its interaction with background muscle activity and hyperactive reflexes. The movement history-dependent muscle force response to stretch, which drives spindle firing and reflex activity, might explain why it has been so hard to relate clinical test outcomes to functional impairments. Indeed, movement history might be very different when walking than when relaxing during a clinical test. However, it is unfeasible to measure muscle and spindle responses to stretch non-invasively. Hence, we will use computer simulations to test whether the proposed mechanism can explain the response to stretch in clinical tests, during perturbed standing balance, and during walking. This requires two extensions to existing simulation frameworks. First, we will integrate more mechanistic muscle models in whole body simulations of movement as the commonly used phenomenological Hill models do not accurately capture the response to stretch. Second, we will account for uncertainty due to sensorimotor noise when simulating whole body movement as such uncertainty might trigger muscle stretch and maladaptive responses. I will build on my own and the hosts experience to realize these computationally challenging mod
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 'Funding for the AI in Science Summit 2025' in the context of a Horizon Europe call.

assistant: **Objectives**

To organize and realize the AI in Science Conference 2025, the inaugural flagship event to accelerate the uptake of AI in Science and to build a community around the European AI in Science Strategy and RAISE.


**Keywords:** Summit, Conference, AI in Science, Strategy, RAISE, DK PCY, EU Presidency, University, Copenhagen
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 'The impact of multiple global change drivers on soil biodiversity'.

assistant: **Innovation**

Local biodiversity is being impacted by multiple drivers of global change, including land use change, climate change, and pollution. Yet, our understanding of how these multiple drivers interact to cause shifts in biodiversity is limited, and the data that is used in large-scale synthesis analyses are often heavily biased towards taxa such as plants, birds and some marine organisms. Although soils harbour extremely high levels of diversity and this biodiversity supports critical ecosystem functions and services, soil biodiversity is very rarely considered in large-scale syntheses examining biodiversity change. As a result, it is still regarded as a ‘black box’ in the context of global change impacts. Therefore, the objectives of the GloSoilBio project are to investigate how global change drivers interact to impact soil biodiversity and understand how different global change drivers are affecting diversity change over time. The results from this project should help to inform management of global change impacts on soil biodiversity and to address EU- and global-level policy goals relating to the sustainability of life on land.
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 'An integrated system for on line inspection of railway tracks'.

assistant: **Concept**

The objective of this project is the development of a high performance embedded system for the detection of rail profile, in order to check the wear and deformation of railroad tracks. Detection of the profile will be carried out with optoelectronic, non intrusive technology, using the principle of optic triangulation through laser beam and high resolution camera. The proposed system will be installed on conventional train carriages and will be able to detect the profile of either flange rails used in railway transport and in underground systems or grooved rail used in tram transport. The use of such a system would allow the railway transport companies to analyse accurately the state of track and thus to plan the activities of maintenance. Expected benefits will be: Increase of transport safety Decrease in maintenance costs Reduction in acoustic pollution
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 'Exploiting real time animation specification for traditional animation' (ERASTA) targeting Fourth Framework.

assistant: **Abstract**

Within a growing number of multimedia (MM) applications, recourse is taken to animated sequences in order to improve the look-and-feel of the titles at issue. These sequences can be produced utilizing traditional hand-crafted techniques, or can be created by means of computer based approaches. In the computer animation domain computers and software are supporting the animation production which is almost entirely directed towards three-dimensional (3D) animation. In traditional animation, which is mostly dealing with two-dimensional (2D) and two-and-a-half-dimensional (2.5D) animation (being layers of 2D animation), various categories can be indicated: ranging from pencil-drawn animation over cut-out shape animation to the conventional cell-based key-frame animation (an exception of 3D traditional animation is, e.g., physical puppet animation).The emphasis of ERASTA will be put on servicing the MM industry involved in traditional animation.With the continuing proliferation of television channels internationally, the growing global home video market, and interactive title production in general, the demand for traditional animation production is growing rapidly. As the production of traditional animation sequences can often be a very tedious and time-consuming task, it is worthwhile to take recourse to tools improving the production process. The various partners of the ERASTA consortium have the intention of integrating and utilizing high-end real-time animation specification techniques for servicing the various players in this field: At LUC-EDM, specific effort is put into servicing the development of tools for facilitating the production of two specific kinds of traditional animation: (i) cut-out shape animation, in which animators have to position and orient carefully d
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 'True demand-driven semiconductor supply chains for Europe' in the context of a Horizon Europe call.

assistant: **Objectives**

SC4EU, a collaborative Innovation Action aims at strengthening European digital sovereignty by mitigation of the chip shortage through reduction of bullwhip effect in the semiconductor industry and supply chains containing semiconductors. This will be reached via a “truer”-demand signal gained from an anonymous MPC (Multi-Party Computation) survey on coarse granularity which will be broken down via AI methods to fine granularities following the semantic web based digital reference structure.The bullwhip effect has led to a range of negative outcomes, including excessive inventory, inventory write-offs, decreased revenue, workforce reduction, and ultimately, significant shortages, as observed in the last COVID years, during the financial crisis in 08/09 and during the .com crisis in the Zero Years.The ambition of SC4EU consortium is to overcome these obstacles and to obtain high-quality, reliable data for semiconductor demand forecasting. In the solution proposed by SC4EU, data should be gathered via an anonymous survey based on Multi-Party Computing technology. Anonymity and security of data flow will encourage business partners to share their true demand data. Then, the gathered data will be mapped onto ontologies (semantic representations of the semiconductor industry) and processed with AI tools for demand breakdown of fine granularity.


**Keywords:** Semantic web technologies, Industry5.0, true demand, demand forecasting, semiconductor industry, Supply Chain
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 'Second International POMI-Conference 2003 Arctic-Alpine ecosystems and people in a changing environment""' in the context of a Fifth Framework call.

assistant: **Objectives**

This Euro Conference will address the broad field of Environmental Change research in Northern Europe, Arctic and Alpine areas". This involves the contemporary environmental problems under the fields of Climate Change and ecosystem response, Long Range Transport of Pollutants, Ozone/UV -radiation and biological effects in marine and terrestrial environments.The main goal is to identify the challenges in Arctic-Alpine environmental research along the main transport routes from Europe to the Arctic. The conference invites the marine, terrestrial and atmospheric environmental change research communities of Europe to meet and present recent research results and to exchange information about their research and monitoring activities. The conference is multidisciplinary in scope both in science and space, and shall create new links and understanding across the disciplinary boundaries and among European researchers and research infrastructures.The conference will in this context also discuss the role of research infrastructures in environmental change research and is used as a meeting place to create new consortia and research proposals for the next EC framework programme (FP6). The conference is the result of several research initiatives that have been merged together into one common European Conference, which will be hosted by the Polar Environmental Centre (POMI) in Tromsoe, northern Norway. The conference will serve as the final scientific meeting of the European Network for Arctic-Alpine Multidisciplinary Environmental Research (ENVINET), funded under the FP5/IHP-programme. The conference will also be the final conference of the Nordic Arctic Research Program (NARP), funded by the Nordic Council of Ministers and the Arctic Council. The Large Scale Facility for Arctic Envir
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 Horizon Europe proposal for the project 'ElectrIfied ammoNia CrAcking iN sTructured reactors'.

assistant: **Objectives**

In view of the ongoing energy transition, solutions for the transportation and storage of hydrogen are urgently needed. Ammonia is recognized in principle as the best hydrogen carrier, but a bottleneck is represented by the lack of efficient industrial technologies for ammonia decomposition (cracking), a necessary step for hydrogen recovery.Capitalizing on the previous ERC projects of the PI (INTENT, AdG 2015; INSTANT, PoC 2020), INCANT proposes to develop an innovative reactor technology to valorise the potential of ammonia as energy vector via its cracking to hydrogen. The novelty core of INCANT is an electrified catalytic reactor configuration, which features ohmic heating of highly porous cellular internals (e.g., open-cell foams, 3D printed POCS). As demonstrated in the parent AdG ERC project INTENT for the case of another endothermic reaction, i.e. methane steam reforming, this solution provides a twofold advantage, in that: i) the high porosity can be packed with a large amount of catalyst particles, which is key to increase the conversion efficiency of the relatively slow NH3 cracking process; ii) the electrically and thermally connected cellular internals enable a very effective and uniform supply of the endothermic heat of reaction across the catalyst bed through the Joule effect (heat generation due to the passage of electric current in a conductor), with thermal efficiencies approaching 100%. The goal of INCANT is to adapt and demonstrate the same concept for the ammonia cracking reaction, developing a prototype NH3 reformer which will revolutionize the technology associated with the use of ammonia as hydrogen carrier: it will in fact enable the ammonia decomposition in compact, intensified structured reactors, which is optimal for distributed applications.
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 Horizon Europe proposal for the project 'Targeting Epilepsy Ictogenesis Process Through Pannexin-1 Modulation'.

assistant: **Objectives**

Epilepsy, affecting about 1% of the population, comprises a group of neurological disorders characterized by the periodic occurrence of seizures, which disrupt normal brain function. Despite treatment with current antiepileptic drugs, one third of epileptic patients are pharmacoresistant and most patients suffer from side effects, making it crucial to develop novel therapies. Current drugs indeed target channels and receptors involved in normal brain function, not specific to the disease.Our academic work has recently identified a novel and innovative target for epilepsy. Our project thus aims at bringing to the market a new generation of antiepileptic drugs specifically targeting the disease.
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 'Mechanisms of Social Learning in Social Contagion and Cultural Evolution' (SOLAR), addressing dissemination and exploitation.

assistant: **Impact**

Social learning – learning from the behaviors of others – is key for our success as a species. Ideas and behaviors are transmitted between individuals and across generations via social learning, which gives rise to the evolution of human cultures. Social learning might also fuel modern threats, such as the growing social contagion of misinformation in social networks. Despite the crucial role of social learning across a myriad of human behaviors, surprisingly little is known about the (i) psychological, neural and computational mechanisms of social learning, and (ii) how these mechanisms create societal-level phenomena. The SOLAR project takes on the challenge of developing a new theoretical framework that addresses these issues. The framework will be formalized in novel computational models. The same coherent set of models will be tested on (i) the level of the brain using brain-imaging, (ii) the level of individual behavior, and (iii) the level of the population, using multi-agent simulation and analysis of real-world interaction in social networks. SOLAR involves three programs that address three fundamental, but as-of-yet unanswered questions about human social learning: (1) What are the mechanisms that produce social learning? (2) Does social learning drive social contagion? (3) How does social learning promote cultural evolution? In contrast to previous accounts, I predict that these seemingly disparate questions can be unified and understood by a coherent set of simpler social reinforcement learning mechanisms. I will test this hypothesis with a unique multi-method approach that bridges the “nano-level” of the brain, via the micro-level of human behavior, to the macro-level of the social group. SOLAR will shed new light on both fundamental scientific questions ab