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 'LEArning-CONtrol tight interaction: a novel approach to robust execution of mobile manipulation tasks', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

One of the main challenges of roboticists is to take robots out of the factories and let them enter into unstructured environments, such as houses, hospitals, small manufacturers and dangerous area.The objective of the project is to take a step towards the presence of robots in such environments.Currently, there are still important obstacles to the massive diffusion of advanced mobile manipulation systems in the fields described above. First of all, programming mobile manipulators with the classical methods is still too expensive and time-consuming due to intrinsic complexity of mobile manipulation tasks.A second limitation is that planning the robot motion completely off-line, as often happens in classical industrial applications, may likely bring to a failure of the assigned task, since a high degree of uncertainty is present and the environment can dynamically change. Such features may cause safety issues for humans potentially present in the workspace and for the external environment itself.In order to tackle these limitations, the LEACON project has the objective to develop a framework that:  - allows robots to learn in a real world scenario manipulation skills from human demonstration  -exploits multimodal perception (tactile, proximity, visual, force sensors) to increase the robustness to unforeseen events and safety when manipulation tasks are executed. To fulfill such objectives, a multidisciplinary approach that combines machine learning and perception-based control is proposed. The core of the proposed framework will provide two planning levels tightly connected: the high-level and low-level cognitive system.To show the effectiveness of the developed architecture, the main use cases will be constituted by a robot that performs picking, manipulation, and placi
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 'DESIGN STUDY FOR A EUROPEAN VACCINE INFRASTRUCTURE' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The TRANSVAC-DS project further builds on the outstanding success of EC-funded projects:TRANSVAC1 and TRANSVAC2 and proposes the establishment of a truly sustainable European vaccine infrastructure, which will build upon the lessons learned, activities and achievements of the TRANSVAC1/2 projects. Two infrastructure projects -TRANSVAC1 and TRANSVAC2- have been funded by the European Commission which -through the provision of state-of-the-art scientific-technical vaccine development services, technical training, and innovative vaccine research and development- have provided very significant support to European vaccine researchers and developers. Support has been, and is being provided to the development of human and veterinary prophylactic and therapeutic vaccines. The twenty-five partners in the TRANSVAC-DS consortium that  will contribute to the outcome of the project represent ten EU Member States and Associated Countries and include leading organisations from the European vaccine R&D field.The main output of TRANSVAC-DS will be a conceptual design report that will describe in detail the maturity of the concept and be the basis for the establishment of a permanent and sustainable vaccine infrastructure of direct relevance to and benefit for Europe and further afield. As part of the design report, a five-year business plan will be delivered together with an implementation plan that will guide the further establishment of a sustainable European vaccine infrastructure.


**Keywords:** Vaccines,  R&D,  infrastructure,  Europe
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 'Dynamics and Homeostasis of Germinal Zones in the Adult Vertebrate Brain' (SYSTEMATICS), addressing dissemination and exploitation.

assistant: **Impact**

Neural stem cells (NSCs) are self-renewing and multipotent progenitors generating neurons and glia in the adult vertebrate brain. The success of NSC maintenance and mobilization varies widely among species, brain territories, pathological conditions and individual environment, with important physiological impacts. On these grounds, our proposal aims to define the cellular, molecular and systems components controlling the formation of NSC-containing GZs and sustaining the dynamics of GZ reservoirs during an animal’s life, in the context of environmental challenge. We will rely on a novel and powerful model system, the dorsal telencephalon of the adult zebrafish, which harbors a large and superficially located GZ, enriched in NSCs and capable of efficient NSC recruitment. Our previous work highlighted the general relevance of this model, which harbors, like in mammals, quiescent NSCs of glial identity, and can be subject along life to pathological attrition, silencing, or amplification. This system was also instrumental in our identification of Notch signaling as a key control factor of NSC quiescence, a major parameter of GZ equilibrium. To dissect the mechanistic fundaments underlying homeostasis of this GZ, we propose here a combination of cutting edge approaches including the genetic modification and profiling of single NSCs in situ, the mathematical modeling of NSC clonal behavior in physiological and pathological states, and the development of novel optical tools to image for the first time the behavior of NSC populations and in intact, live adult vertebrate. This multidisciplinary and multi-scale approach will reveal the single-cell and population rules governing GZ dynamics, robustness and drifts in healthy and diseased conditions, and will feed these mechanisms w
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 'Upgrading reclycled fibres by appropiate treatments during the stock preparation' demonstrating excellence, impact and implementation quality for a Fifth Framework call.

assistant: **Abstract**

Virgin and recycled fibres used for the production of boards are damaged during their lifetime by various treatments. By applying enzymatic treatment or optimizing chemical, physico-chemical, mechanical treatments during the recycling process, we propose to restore the fibre properties in order to manufacture papers and boards with higher mechanical strength. The phenomena of fibre degradation and of restoration will be studied with care, using new methods and tolls, in order to contribute to a better understanding of these mechanisms and to give recommendations to the paper industry how to prevent or to limit the fibre degradation. The main consequence will be an improvement of fibre quality after mutiple recycling and thus an increase in the recycling rate of packaging 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: Explain the overall concept, methodology and approach for the project 'Multifrequency and Machine Learning methods to Search for Early Super Massive Black Holes' (ML-SMBH).

assistant: **Concept**

Early Super Massive Black Holes (SMBH) continuously push our understanding of the formation of galaxies and structures in the Universe. SMBH accreting matter under the radio/jet mode produces powerful relativistic jets and emit beamed non-thermal radiation from radio up to very high energy gamma-rays. Those jets pointing directly to Earth create the so-called Blazar phenomena, where the source appears exceptionally bright due to relativistic magnification (beaming) effects. We can spot Blazars up to high redshifts, but they are rare (given the geometrical alignment constraints involved). To date, only a few distant blazars are known (e.g. QJ0906+6930 z=5.57 and PSO J030947+271757 z=6.1), and a direct search for new ones is impactful because each source at z > 5 implies the existence of thousands of similar misaligned objects. A systematic investigation at z > 5-6 will provide a robust lower limit for the density of Jetted SMBH close and within the Epoch of Reionization (EoR). This research proposal aims to apply Machine Learning (ML) techniques coupled with Multifrequency data to search for high redshift blazars candidates. We plan to select promising z~7 candidates based on the Damping Wing Pattern (DWP). The DWP manifests as the absorption of the observed wavelength  < 970nm (<121nm, rest-frame) due to neutral gas in the intergalactic medium (IGM) at z > 7 and is very sensitive to the neutral fraction of the IGM. The DWP allows to probe well within the EoR phase and provide a remarkable view into the early Universe. This proposal will leverage fresh survey releases (as the CatWISE2020 in IR and eROSAT Q4-2022 in X-rays) and benefit from the leading role of Instituto de Astrofsica (IA) within ASKAP and MOONS projects (which will provide deep radio data and support for
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 'The 19th Strategic Energy Technology (SET) Plan Conference: Strategic energy technologies for a competitive, secure and sustainable Europe.' (SET).

assistant: **Concept**

The Danish Ministry of Climate, Energy and Utilities presents a proposal to host the 19th SET Plan Conference 2025 in Odense, Denmark during the Danish Presidency of the Council of the European Union. The 19th SET Plan Conference will take place on 4th and 5th of November 2025. It will focus on the intersection of critical energy technologies, security of supply and green energy innovation to strengthen Europe's competitiveness and energy sovereignty under the title: The 19th Strategic Energy Technology (SET) Plan Conference: Strategic energy technologies for a competitive, secure and sustainable Europe. Denmark is a leader in many areas for clean technology and the discussion of how we can broaden this to many more countries in the EU will be addressed, and the Conference will provide a platform for in-depth discussions on Europe’s most pressing energy challenges. The agenda will feature both plenary and parallel sessions, offering diverse formats such as keynote speeches, expert panel discussions, site visits, social opportunities and networking events.The Conference is expecting approximately 300 participants, and the Danish Ministry of Climate, Energy and Utilities is planning the conference in close cooperation with the European Commission. The Conference will promote energy research and innovation across the EU and enable discussions among different public and private stakeholders.The results will include, among others, recommendations for the SET Plan Implementation Working Groups, and for the future of the EU research and innovation programs.


**Keywords:** SET plan, resilience, energy, utility, climate, energy systems
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 'Flexible bench for architecture prototyping' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

To improve design confidence at a satisfactory level, the only practical method is Fast Prototyping, a technique based on using FPGA (Field Programmable Devices) for developing hardware models. However to be really effective two conditions should be met: 1)The hardware platform should be generic enough to be usable for a very wide class of applications, and be simultaneously a real time model. 2) The redesign of an ASIC implementation should reuse most of the already validated design steps, and should not require any significant manual intervention. The goal of this project is to develop an environment for design and rapid prototyping of complex digital applications that meets these conditions, and to make it as a product prototype, that can be further exploited on the market. To improve design confidence at a satisfactory level, the only practical method is Fast Prototyping, a technique based on using FPGA (Field Programmable Devices) for developing hardware models.However to be really effective two conditions should be met:1) The hardware platform should be generic enough to be usable for a very wide class of applications, and be simultaneously a real time model;2) The redesign of an ASIC implementation should reuse most of the already validated design steps, and should not require any significant manual intervention. The goal of this project is to develop an environment for design and rapid prototyping of complex digital applications that meets these conditions, and to make it as a product prototype, that can be further exploited on the market.
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 'Aggressive competition in nematodes' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Competing males may sometimes, but only sometimes, fight to the death. This extreme behaviour, rare among animal species, has recently been seen in a nematode. We propose, for the first time, to study male-male aggression, including lethal combat, in nematodes. The aims are to (1) document the conditions under which competition between males of the insect parasitic nematode Steinernema carpocapsae escalates to killing, and (2) confirm that homosexual copulation noted in Caenorhabditis elegans represents sexually selected aggression.In Steinernema, we will test the hypotheses that males can detect the size and sex ratio of the local population and adjust their fighting decisions appropriately, and that male size and residency determine the outcome of conflicts. Experiments will be done in drops of insect blood, where the number and identity of worms can be precisely manipulated. Findings will be confirmed in vivo in insect hosts. Even though lethal combat is not reported in C. elegans, longevity is reduced in all-male groups, and males deposit copulatory plugs on each other. We will test whether the fitness of plugged" (victim) males is reduced relative to that of "pluggers", which would support our hypothesis that homosexual copulation represents sexually selected aggression in this species. Steinernema spp. are important biological insecticides, produced in Europe and traded globally.Understanding their reproductive behaviour will improve their mass production, but the project has much wider importance. Nematodes including C. elegans represent a simple system in which to explore the evolutionary significance of male aggression, while laying a foundation for future physiochemical and genetic analysis. The experience the Fellow will gain in behavioural ecology will compl
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 'Flexible Laser-based manufacturing through precision photon distribution' (FLASH) targeting Horizon Europe.

assistant: **Abstract**

Thanks to emerging materials and digital technologies, the product design space is larger than ever. Despite this, EU manufacturers are struggling to innovate, with traditional tools presenting a major bottleneck.Existing machining tools were designed for a more stable world, when a single process flow would remain unchanged for years. To increase competitiveness and respond to new opportunities, the manufacturing industry now needs customisable tools, applicable to multiple processes, and rapidly reconfigurable in response to changing needs.FLASH is an industry driven project, led by global manufacturing leader PRIMA and supported by 6 large enterprises, 6 innovative SMEs, 2 Universities, 2 RTOs, and a manufacturing association, EWF, that represents >55k companies globally.FLASH will leverage the benefits of laser-based manufacturing, which is more flexible, more amenable to digital control, and generates less waste than traditional mechanical/chemical/thermal processes. Whilst state of the art laser-based machines are optimised for a single application, FLASH will develop a flexible platform with three built-in laser sources, allowing multi-wavelength emission, over a broad pulse length regime with dynamic beam shaping, in a flexible robotic/CNC cell with three different beam delivery heads.The result will be a futureproof system capable of at least 10 macro and micro production processes over all major material types, designed to enable flexible and customisable manufacturing of rapidly evolving products for a range of industries.The benefits of FLASH will be industrially demonstrated in the automotive (car cross beam), medical (hip implant), e-mobility (electric motor hairpins) and tooling (micro drills, super abrasive grinding wheels) industries, where significant
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 'Kinetics for Drug Discovery (K4DD)' (K4DD).

assistant: **Concept**

There is mounting evidence that the often ignored kinetic aspects of the interaction between a drug and its target are highly relevant for clinical success. This ignorance may be one of the reasons for the high attrition rates in drug discovery, as it has been analyzed that many recently marketed drugs had indeed improved kinetic profiles. This hindsight knowledge needs to be converted into data-driven guidelines and easily accessible high-throughput assays for future drug discovery and fuels the K4DD consortium of over 20 partners, EFPIA members, universities, research institutes and SMEs. Our integrated approach will lead to the definition of any compound in terms of its target ‘kinotype’, next to affinity and selectivity. For us, integration means analyzing the kinetic behavior of different targets (GPCRs, kinases, proteases) across the three work packages. The partners in the consortium are European key players: they elucidate(d) structures of GPCRs and kinases, are at the forefront of bioanalytical techniques, e.g. surface plasmon resonance, are world-leaders in PKPD modeling, and bring the best of computational resources for e.g. molecular dynamics calculations. Thus, we study the drug-target interaction from picoseconds to >hours, for both soluble and membrane-bound proteins. At the end of the consortium’s lifetime we anticipate that kinetic aspects of the drug-target interaction can routinely be studied in robust and accessible assays within and outside the consortium, that editors and reviewers routinely ask for a compound’s kinetic data next to its affinity and selectivity, that ‘kinotypic’ knowledge helps define the target product profile and guide the subsequent lead finding and optimization process, and that kinetic guidelines for predictive PKPD modeling a
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 'Science, Technology and Innovation International Cooperation Network between EU and the Arab Gulf Countries aiming at the bi-regional coordination towards HORIZON2020' in the context of a Seventh Framework call.

assistant: **Objectives**

INCONET-GCC2's overall goal is to support the institutional bi-regional policy dialogue in Science, Technology and Innovation, to strengthen the bi-regional cooperation between research and innovation actors, especially in the context of the upcoming Horizon 2020 programme and finally to monitor progress in the bi-regional STI cooperation.INCONET-GCC2 builds on the results of previous cooperation activities with the Arab Gulf Countries (INCONET-GCC 1st phase, www.icnonet-gcc.eu) while it focuses on selected societal challenges of mutual interest as identified during the previous collaboration. INCONET-GCC2 explores now to achieve win-win across national, multidisciplinary and cross-sectoral approaches can be spurred in response to these issues while also realising and underpinning new pathbreaking kinds of capacity-building and organising clustering activities around the selected research priorities. Specifically: (1) Implement a series of analyses feeding the policy dialogue and increasing its efficiency, monitoring INCONET-GCC2’s own activities, with particular emphasis on their sustainability, and implementing coherent dissemination activities in order to increase its visibility and impact; (2) Built of best practices towards the future in order to promote joint research though clustering activities within the selected societal challenges and organise thematic workshops in Health, Energy, Innovation and Security and ICT, Food towards EU-GCC Joint Call for proposals; (3) Enhance capacity building through the delivery of the facilitation of researcher mobility, summer schools, the support of the NCPs  and their expansion in order to cover the selected societal challenges and the organisation of information days and brokerage events in all Arab Gulf countries; (4) Roadm