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

user: Write the 'Expected Impact' section for the project 'Unraveling tipping dynamics of marine biogeochemistry from past climate transitions' (BGCTip), addressing dissemination and exploitation.

assistant: **Impact**

CO2 emissions are the primary driver of anthropogenic climate change, and it is thus vital to enhance our understanding of the global carbon cycle, its changes, internal processes, and feedbacks with Earth’s climate system. Climate change further threatens to push the Earth system across multiple tipping points, which could have significant, but yet unconstrained impacts on the carbon cycle. BGCTip will address these challenges by investigating the potentially cascading interactions of climate and ocean tipping points with marine biogeochemical systems that drive CO2-uptake. By leveraging the extensive information of Earth’s past abrupt climatic events of the last glacial cycle, BGCTip aims to decipher the triggers and feedback mechanisms that govern the complex relationship between climate and the carbon cycle. This will be achieved through a novel combination of methods that link proxy reconstructions with biogeochemical isotope modeling. An intermediate complexity Earth system model will be used and further developed capable of transiently simulating these past climate transitions. New isotope proxies (δ15N, δ30Si, δ138Ba, and δ60Ni), that trace various aspects of marine biogeochemistry, will be implemented in the model. For the first time, these new biogeochemical proxies will be employed together with ocean circulation proxies in a coherent model framework constrained by global compilations of proxy reconstructions. This will provide a comprehensive understanding of the impacts of past climate tipping on the biological pump and oceanic carbon uptake. Exploiting these paleo-constraints, the impact of tipping points will then be systematically assessed across the full range of available future climate scenarios.


**Keywords:** paleoceanography; future climate scenar
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 Horizon Europe proposal on 'Enhancing Bioavailability of Beneficial Polyphenolic Compounds in Food via Advanced Materials Engineering'.

assistant: **Concept**

A diet rich in plant-based foods, abundant in beneficial polyphenolic compounds (PCs), is pivotal in preventing civilization-related diseases. PCs are valued for their robust antioxidant properties and prebiotic potential. However, their inherent instability and sensitivity to environmental factors and processing methods pose challenges. Rapid oxidation and limited bioavailability in the human body underscore the need for effective stability enhancers and delivery systems. In principle, the encapsulation technique provides prolonged and controlled release of food ingredients and increases the stability and bioavailability of bioactive compounds. The complexity of the capsule design, however, has consumed considerable resources in the food science field but has yet to result in satisfactory results in terms of PCs delivery.This project offers a fresh perspective by treating capsule design as a materials engineering task. We aim to leverage cutting-edge material design, preparation, and characterization techniques to enhance the bioavailability of encapsulated PCs. Our approach will involve layer-by-layer methods to create model systems with precise control over the morphology of polysaccharide and protein encapsulation layers. Co-focal microscopy, SEM imaging, and nanomechanics will provide insights into structure, stability, and PC release in vitro. To optimize layer composition efficiently, we will integrate robot-aided experimentation and machine learning.These efforts will culminate in developing a Material Acceleration Platform, a versatile methodology for designing polyphenolic compound delivery systems for food applications.To achieve these objectives, the Researcher will be provided training-through-research in a broad spectrum of preparation and characterization
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 Seventh Framework proposal for the project 'TARGET DRIVEN DEVELOPMENT OF METAL CATALYSED C–H BOND ACTIVATION STRATEGIES FOR CHEMICAL SYNTHESIS OF ANTICANCER MOLECULES'.

assistant: **Objectives**

Chemical synthesis relies on the presence of functional groups to control the formation of new bonds. In many cases the presence of a particular functional group is of key importance to the target molecule, however frequently the motif is simply present to provide activation for the desired chemical step. The atom economy issues involved in these steps are problematic in two ways. Firstly, the group in question is not always in the final molecule and hence is wasted atomic material. Secondly, and more importantly, the installation of the functional moiety can involve multiple steps and thus reduce the efficiency of the synthesis.  A central theme of the research in our group is development of a functional group free disconnection approach to chemical synthesis that uses metal catalysed C–H bond functionalisation to build molecules around simple starting materials.2 While we are not suggesting that this approach will replace the conventional tactics3 of molecule assembly it does offer the synthetic chemist the chance to explore completely unknown strategies. More specifically, it allows us to put the standard rulebook of disconnections to one side and invent a new set of reactions that allow us to break down a molecule without needing to locate a functional group in the synthons. Breaking a C–C, C–N or C–O bond back to a number of C–H bonds represents the pinnacle of modern synthetic chemistry. To achieve this would allow metal catalysed C–H bond functionalisation strategies to offer a conceptually new approach to synthesis that will compliment conventional synthesis and enable us to move a step closer to being able to assemble any desired molecule.  • Target driven methodology development inspired synthesis of dictyodendrin B via a catalytic C–H bond activation strategy
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 'Mercenarism and the Accountability Void: Finding routes to accountability and remedy for the victims of human rights abuses perpetrated by mercenaries' in the context of a Horizon Europe call.

assistant: **Objectives**

The recent increasing use of mercenaries in armed conflicts such as in Libya, Central African Republic, Nagorno-Karabakh, Mali, and Ukraine has focused attention on some of the problems arising from the deployment of these private actors. Their involvement in proxy wars, predatory recruitment, and asymmetric warfare, which internationalise, exacerbate, and prolong armed conflicts, creates space for grave human rights abuses and war crimes. Millions of people are directly negatively impacted by mercenaries globally, but accountability is rare, and so these actors operate with impunity, their victims denied access to justice and redress. In essence, mercenaries operate in an accountability void. Academic attention until now has focused on the anti-mercenary norm, definitions of mercenary, and treatment of mercenaries, but there is little research on how accountability and remedy is ensured for victims of mercenarism. MERCURY focuses on this accountability void, combining cutting-edge, data-driven mapping and analysis of mercenary operations with thorough legal and qualitative analysis. The mapping will provide a novel understanding of mercenaries to underpin ground-breaking legal analysis of the shortcomings and weaknesses of national and international frameworks when it comes to remedies for victims. Via legal and qualitative analysis, MERCURY will evaluate routes to accountability and remedy via international and national human rights courts, tribunals, mechanisms, and transitional justice processes, and propose potential pathways to justice for victims. PI MacLeod is internationally recognised for her expertise on mercenaries and human rights. Together with the MERCURY team, she will offer pioneering scholarly insights into routes to accountability and remedy. The rich
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 Seventh Framework proposal for the project 'Characterization of a rodent model of impulsivity with implications for drug addiction'.

assistant: **Objectives**

As a chronically relapsing brain disorder drug addiction places a major social and economic burden on society, not least on crime rate and health care provision. It is increasingly accepted that drug addiction results from complex interactions between pre-disposing behavioural variables or traits (e.g., sensation-seeking, impulsiveness), chronic drug exposure and environmental influences including learning experiences. Recently, ‘trait-like’ impulsivity in rats has been reported to be highly predictive of the development of compulsive (or habitual) cocaine-seeking behaviour that persists despite adverse consequences, a hallmark feature of addiction (Dalley et al., 2007; Belin et al., 2008). The proposed research aims to investigate the hypothesis that impulsive rats are more prone to habit-based behaviour than non-impulsive rats, a propensity postulated to depend on the prefrontal cortex (PFC) and impaired processing of contextual (environmental) attributes by the PFC and associated brain regions. The central objective of this research is to better understand the interaction between individual differences in impulsivity and contextual learning experiences and how this interaction facilitates the transition to habitual or compulsive patterns of drug-seeking. Specifically, this research will compare impulsive rats and non-impulsive rats in their sensitivity to outcome devaluation (OD), a test of habit-based learning and the role of the context in this process. This research will also investigate the role of PFC DA in the modulation of context-dependent OD by administering DA as well as selective DA receptor agonists and antagonists directly into the PFC of impulsive and non-impulsive rats. Overall, this research project integrates behavioural theories of learning (Bouton,
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 'Detection of defective textile production' to be submitted under Horizon 2020.

assistant: **Abstract**

SMARTEX is a company committed to reducing the Textile Industry defective production (from 5%) to 0%. Our dedicated and highly skilled team has made this possible by developing unique devices, which combine hardware and software built in-house to achieve such a goal. SMARTEX is able to detect defects during the production stage, offering an online software as a service (SaaS) based on Computer Vision, Machine Learning and Artificial Intelligence with the clear mission of becoming the main solution for automation of the inspection processes in the Knitting Textile Industry. Currently, SMARTEX devices are in a prototype stage (TRL 6), since real short-time environment tests have been successfully performed and the market-fit is also validated by multiple LOIs and prices agreed with potential clients, including Decathlon group, PVH (Calvin Klein, Tommy Hilfiger, etc.), Kering (Gucci, YSL), in different continents. SMARTEX’s disruptive hardware & software technology has been recognized with several grants and awards and has recently participated  participate in the biggest hardware startup acceleration programme HAX (Shenzhen, China), backed by Smartex’s first investor SOSV (Sean O’Sullivan Ventures).
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 'Non-Rigid Shape Reconstruction and Deformation Analysis' (NORDIA), addressing dissemination and exploitation.

assistant: **Impact**

Deformable and non-rigid objects, both natural and artificial, surround us at all scales from nano to macro, and play an important role in many applications ranging from medical image analysis to robotics and gaming. Such applications require the ability to acquire, reconstruct, analyze, and synthesize non-rigid three-dimensional shapes. These procedures pose challenging problems both theoretically and practically due to the vast number of degrees of freedom involved in non-rigid deformations. While modelling and analysis of non-rigid shapes has greatly advanced in the past decade, existing solutions are largely based on parametric models restricting the objects of interest to a narrow class of similar shapes. Broadly speaking, reconstruction, analysis, and synthesis of arbitrary deformable shapes remain unsolved problems, a practical solution of which would be a major milestone in computer vision and related fields. This proposal aims at answering these fundamental questions by adopting tools from modern metric geometry, a field of theoretical mathematics which in the past few decades has undergone a series of revolutions that remained largely unnoticed and unused in applied sciences. We believe that metric geometry tools could systematically answer these questions, and, coupled with modern numerical optimization techniques and novel hardware architectures, pave the computational way to the next generation in deformable shape analysis. We plan to develop such numerical tools while demonstrating their efficiency on several challenging real-life applications such as surgery prediction and planning, biometry, and computer-aided diagnosis.
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 'Governing ultrafast the conductivity of correlated materials' (2007-2013) under Seventh Framework.

assistant: **Objectives**

The aim of this research project is to develop novel schemes to study electronic, optical and structural properties of correlated materials driven out of equilibrium , in view of achieving an ultrafast optical control of their electronic properties. In particular, we will extend the most advanced techniques for correlated systems, i.e. Dynamical Mean Field Theory (DMFT) and the Gutzwiller variational approach, to model the temporal evolution after high-energy excitations are impulsively photoinjected by ultrafast laser pulses. Realistic modeling will be achieved through validation against the outcomes of different ad-hoc time-resolved techniques. The possibility to optically switch on and off the metallic phase in a model Mott insulator (vanadium sesquioxide) and the superconducting phase in model high-temperature superconductors (cuprates) will be investigated and tested.To achieve this ambitious goal we organized a multidisciplinary network that will be coordinated by the condensed-matter theory group at S.I.S.S.A. (Trieste), with a recognized expertise in strongly correlated systems, specifically DMFT, Gutzwiller variational technique and density functional theory, and will involve well established European experimental groups in the field of ultrafast spectroscopies, with expertise in time-resolved optical and photoemission spectroscopies, time resolved X-ray and electron diffraction. The mutual and effective collaboration between the theoretical and experimental groups is mandatory to develop and validate realistic models of the ultrafast dynamics in complex materials, where the electronic, structural and magnetic degrees of freedom are strongly intertwined.This project is strictly relevant to the NMP.2011.2.1-2 topic (“Modeling of ultrafast dynamics in materials”)
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 'coupling REnewable, Storage and ICTs, for Low carbon Intelligent Energy maNagemenT at district level' (RESILIENT) under Seventh Framework.

assistant: **Objectives**

Growing investments in distributed energy resources (DER) – renewable distributed energy generation combined with demand response, energy storage, plug-in electric vehicles and active management of distribution networks – will require new business and technology platforms to manage the increased level of diversity and complexity of global energy management. The increasing variability of both generation and loads will also require more sophisticated and decentralized decision making.The RESILIENT project aims to design, develop, install and assess the energy and environmental benefits of a new integrated concept of interconnectivity between buildings, DER, grids and other networks at a district level. The RESILIENT approach will combine different innovative technologies including smart ICT components, optimized energy generation and storage technologies, also for RES, integrated to provide real time accounts of energy demand and supply at a district level and assist in decision-making  process.The project strategy relies on a comprehensive R&D and demonstration approach. The proposed integrated concept will be first modelled and simulated for different typologies of buildings and different climates and then installed, monitored and evaluated in three pilot projects (including residential and non residential buildings) in the UK, Belgium and Italy.  These demonstrators will be used to assess the energy and environmental benefits of the new integrated concept and also to validate models and technologies in order for the concept to be easily replicable throughout different climatic areas.The major impact from RESILIENT will be the development of a complete value chain where the annual primary energy demand of buildings collated at a district level is decreased by at least 2
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 'Pathway towards Climate-Neutrality through low risky and fully replicable Positive Clean Energy Districts' (NEUTRALPATH) under Horizon Europe.

assistant: **Objectives**

NEUTRALPATH aims at demonstrating that PCEDs designed and implemented under participative and human-center principles are cost-effective and feasible solutions to contribute significantly to the cities’ transformation towards climate-neutrality, allowing to speed up the process even to reach SCOPE 2 emissions reduction in 2030.Dresden (Germany) and Zaragoza (Spain), with strong experience in urban transformation projects and fully committed to be climate neutral in 2030, will demonstrate 2 PCEDs from the design to the implementation and evaluation stages acting as Lighthouse Cities. Both cities also ambition to act as front-runners of this process creating Climate-Neutral LABs conceived as Innovation Hubs with the aim of fostering faster upscaling and replicability at EU level, making three Fellow Cities (Istanbul[Turkey], Ghent [Belgium] and Vantaa[Finland]) through their own CN-Labs direct participants of the processes and later on main protagonists by means of their own PCED design and implementation.NEUTRALPATH will deliver a strong contribution to meet the EU climate targets establishing a collaboration agreement with the Cities Mission Platform focused on exchanging knowledge and experiences, as well as with the main EU initiatives as H2020 SCC Lighthouse projects and SC Marketplace or Covenant of Mayors.


**Keywords:** PCED, Positive Clean Energy Districts, CLIMATE-NEUTRALITY LABs, Innovative governance strategies, climate-neutral cities
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 'International symposium on the role of flatfishes in benthic ecosystems' (FIFS), addressing dissemination and exploitation.

assistant: **Impact**

The International Symposium on the Role of Flatfishes in Benthic Ecosystems will be held from 3-7th November 2002. The Symposium will address three themes: Patterns (stock structure, genetic studies, tagging, meristics and hard structures), Processes (Larval supply, Habitat, Trophic interactions), and Management (Collapse and recovery, management plans, fishing effort regulations, spatial and temporal considerations, natural versus fishing mortality). Oral and poster papers will be invited for presentation.There will be six sessions, each with a keynote speaker and provocateur. Any contribution may be submitted for publication in the conference proceedings. The contributions will be peer-reviewed, and those accepted will be edited and prepared for publication in a special issue of the Journal of Sea Research, published by Elsevier, in collaboration with the Netherlands Institute for Sea Research.