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 concept and methodology overview for 'Early detection and management of SKIN-related negleCted tropical diseases using Artificial Intelligence in sub-saharan afRica (SkincAIr)' under Horizon Europe.

assistant: **Concept**

The SkincAIr project aims to develop an innovative AI-driven mobile application to support the early detection and of skin Neglected Tropical Diseases (skin NTDs) in Sub-Saharan Africa (SSA). NTDs significantly affect marginalized communities due to several factors, such as lack of trained healthcare staff and diagnostic tools. The project's objectives are: to improve the accuracy of Front-line Health Workers (FHW) of skin NTD identification, to create the largest public dataset of skin NTDs in the world (first in SSA), to reduce disease transmission through early diagnosis, to enhance real-time epidemiological surveillance, to enhance the knowledge of FHW, to develop novel AI models for skin disease monitoring, to ensure the digital solution is culturally tailored, to ensure compliance with clinical practices, ethical, legal aspects and participant rights, to ensure scalability and broad outreach of SkincAIr’s results, to advocate for greater awareness and policy support for NTDsSkincAIr will equip FHW with an app capable of detecting skin NTDs using advanced machine learning techniques while preserving privacy through geolocation features. The app will facilitate real-time epidemiological surveillance, contributing to improved disease mapping and hotspot identification. The project will be implemented in five SSA countries: Kenya, Senegal, Ethiopia, Nigeria, and the Democratic Republic of the Congo.Aligned with the Work Program, SkincAIr is anchored in the scope of Global Health EDCTP3 and regional strategies, targeting the highest demonstrated medical needs in SSA and addressing context-specific needs. It develops a solution with early-stage involvement of end users and implicated health services. The solution ensures seamless integration and interoperability, is sus
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 'NMR studies of protein structures' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

The outgoing phase: Structural proteomics is a large-scale project to determine a sufficiently large number of structures to be representative of all protein folds. This objective is approached using high-throughput protein preparation and structure determination with X-ray crystallography and nuclear magnetic resonance (NMR) spectroscopy. My particular interest involves the use of NMR spectroscopy in structural proteomics.The development of NMR spectroscopy for structural proteomics of Thermotoga maritima is a major focus of the research group of Professor Kurt Wüthrich at The Scripps Research Institute, which forms a part of the Joint Centre for Structural Genomics.About 60% of T. maritima proteins do not have predicted structural annotations, and their levels of homology to proteins with known structures are lower than 30%. The structurally unpredictable proteins with fewer than 150 amino acid residues will be targets for my structural studies. The structures of proteins exhibiting promising NMR spectra will be determined using NMR spectroscopy. The determined structures will provide a basis for further functional studies. The return phase: Enzymes are of great interest to chemical and pharmaceutical industry as asymmetric catalysts. Humicola lanuginosa lipase (HLL) hydrolyses water-insoluble esters, and is applied as a detergent constituent. The proposed research deals with the studies on structural basis of HLL enantioselectivity.The enzyme will be in vitro evolved towards improved enantioselectivity by a number of cycles involving:i) introduction of mutations, andii) selection of improved HLL using high-throughput screening method.The structure of the evolved protein will be studied with NMR spectroscopy. Comparison of the obtained structure with the wild type wil
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 'Agricolus Decision Support System' (2014-2020) targeting Horizon 2020.

assistant: **Abstract**

Agricolus DSS project will validate in real life environment an integrated precision farming model in the cloud, enabling to increase farm productivity and profitability in a sustainable way by limiting the environment degradation. The project will also address the commercial exploitation in the precision farming market. Currently the majority of farmers overuse fertilizers and pesticide on calendar basis without taking into account the land characteristics or the extension of pest and disease. This imply additional cost and great environmental impact. Agriculus DSS is a cloud-based system able to collect, analyse and process multiple data coming from on the field remote sensing (IOT), drones and satellite to guide farming decisions. Thank to innovative algorithms, developed under the previous research project SIG 2015 by Teamdev in close cooperation with the University of Perugia, Agricolus DSS is expected to dramatically improve the performance of already existing precision farming solutions.  Compared to competitors it will reduce over fertilization by 12- 22%, increase farm productivity by 5-10%, mitigate the environmental impact and reduce the disease risk up to 20% (Olive Fruit Fly and Phytophthora). Farmers will save up to 10000€ per year. Precision Farming market is EUR 2.3 bn in 2014 and is expected to grow with a Compound annual growth of 12% through 2020.The global market for precision farming had achieved a volume of 2.3 billion EUR by the end of 2014 – on an upward trend. The estimated market potential for Agriculus DSS is about 21 million euro and we estimate to hire six high skilled employees. The feasibility study comprises an investigation of market structures, segments and barriers, a customer survey and product validation, the identification of key co
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 'Implementation of innovation in enterprise management' under Horizon 2020.

assistant: **Concept**

Implementation of Innovation in enterprise management:APII through network EEN Tunisia provides a range of support and promote services to SMEs and innovation enabling them to increase their competitiveness through the development of their potential technological cooperation and innovation, partnership commercial, industrial and services.


**Keywords:** innovation process- technology transfer- support innovation
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 Seventh Framework proposal on 'A Novel Lens-walled Compound Parabolic Concentrator (Lens-walled CPC) PV/Thermal System'.

assistant: **Concept**

This International Fellowship will bring an excellent Chinese researcher to work in the Europe. The project has been carefully chosen to match the researcher's expertise in PV/Thermal assisted heat pump systems with the expertise in non-tracking solar concentration and sustainable building technology at the University of Nottingham so as to maximise the benefit to the Europe. The proposed project aims to develop a novel lens-walled compound parabolic concentrator (lens-walled CPC) PV/Thermal system for building-integrated applications. The sector of buildings accounts for about 40% of the total energy consumption in the Europe. The proposed system may play an important role in promoting solar energy applications in buildings, hence make a significant contribution to the EU target in cutting CO2 emissions. The proposed lens-walled CPC is an innovative idea and has the advantage of larger acceptance angle for solar radiation compared with a common CPC of the same geometrical concentration ratio. The lens-walled CPC PV/Thermal panel is the key component in the proposed system and comprises an array of mini lens-walled CPCs to give the appearance of a flat panel. The proposed system has the potential to reduce the sizes of PV modules by up to four times compared with common installations and would have better overall electricity and thermal performance. The proposed system is very suitable for non-tracking solar concentration PV/Thermal applications in residential and commercial buildings and will have a potential large market worldwide. Development of the proposed technology requires comprehensive scientific knowledge including PV/Thermal, solar concentration, heat pump and sustainable building design. The training of the researcher will be achieved through regular supervi
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Molecular mechanisms of plasmodium falciparum sexual development: a n integrated approach' (1994-1998).

assistant: **Innovation**

* To elucidate the molecular mechanisms regulating sexual differentiation and gametogenesis in the human malaria parasite Plasmodium falciparum.* To identify potential anti-malarial compounds based on chemical inhibitors of protein kinases involved in the regulation of parasite growth and/or development.Expected OutcomeThe studies on the molecular mechanisms of Plasmodium differentiation are likely to bring a considerable increase in our understanding of the basic biology of the parasite. It is reasonable to expect that the results of the proposed work will include the identification of components of regulatory networks that are vital to the parasite, and hence will be of significance in the context of novel drug design.Our attempt to identify parasite-specific CDK inhibitors is an example of the exploitation of results from fundamental studies towards drug development. Although the outcome of such screening approaches is difficult to predict, prospects are promising in the present case, as some of the compounds that will be tested have already been shown to have different IC50s on CDKs from different organisms.The regulation of P. falciparum sexual development requires the tight coordination of several cellular and biochemical processes, such as the control of cell cycle progression and of initiation of DNA synthesis, differential morphogenesis, and stage-specific gene transcription. These processes are likely to be coordinated via signal transduction pathways that are activated by the (as yet unknown) stimuli triggering differentiation. The strategy we will follow to approach this problem will consist of the integration of different lines of investigations:* Comparative biochemical and molecular biology studies using wild-type parasites and mutant parasite lines which
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 'Rational Design for Coke-resistant Dry Reforming Catalyst using Combined Theory and Operando Raman Experiments' in the context of a Horizon 2020 call.

assistant: **Objectives**

Increasing energy & chemical demands, rising CO2 emission and depleting fossil reserves have necessitated a search for an alternative technology to mitigate environmental issues, reduce oil consumption and satisfy energy and chemical demand. Production of biogas (mainly methane & CO2) from animal farms in Europe and discovery of shale gas (~ 90% methane) worldwide has led researchers to revisit dry reforming of methane (DRM) into syngas (CO+H2). The use of biogas as feed for chemical production not only curb the global carbon footprint, but also open up avenues for the exploration of new concepts and opportunities for catalytic and industrial developments. Despite the significant potential, DRM has not been commercialized due to catalyst instability leading high operational cost. The key challenges in the field are to increase lifetime and performance of the catalyst by preventing coke formation. Knowledge of structural/morphological changes of catalyst under reaction conditions is important for rational design. To address these issues, concepts based on combined experiment and theory are proposed. Understanding catalyst structure-activity relationship, and mechanistic insights into the DRM process will be developed through operando Raman experiments and Density Functional Theory (DFT) calculations. Raman data will provide electronic state of the catalyst, catalyst structural information, nature of carbon deposits and structure-activity relationship. While, DFT studies will give reaction energy and activation barrier, which will help in understanding the reaction pathways and mechanism of coke formation. Multiscale kinetic modeling will be executed for rationalize experimental trends and establish catalyst structure-activity relationship. The knowledge obtained from thi
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 'Intersubjective AI-driven multimodal interaction for advanced user-centric human robot collaborative applications' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

To strengthen the competitiveness of the EU industry, there is an increasing need for flexible production, exploiting the capabilities of both the machinery and human workforce. The growing market of robots has reacted, adapting to the changing situation by providing collaborative robotic solutions with a variety of characteristics in terms of payload, type and mobility. A number of technological solutions for perception and safety allow their coexistence with humans. While several research activities have been conducted over the past 5 years on this topic, wider industrial adoption is lagging due to the following restrictions:•Limited cognition and intelligence•Low performance of collaborative operations•Collaboration fluidity is rather low as the operators have to adapt to the particularities of the robots.•Complexity in robot programming which requires the involvement of skilled engineers, does not provide flexibility in the execution phase, and does not benefit from the tacit knowledge of experienced operators.Thus, despite the fact the mechatronics are quite advanced, a perfect matching of mechanics and control is required to create robots that advance from repetitive and precision-oriented tasks to becoming intelligent and helpful co-workers. Proper human robot interaction is the most important ground to be covered. Thus, JARVIS aims to develop a reusable set of tools that enable AI driven multimodal means of interaction: a) involving interfaces for physical and remote information exchange, robot control and programming, b) providing social skills to a variety of robots to achieve seamless user-centric interaction that extends human ability for complex tasks and c) demonstrating scalability of application and ability to achieve economies at scale.


**Keywords:**
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 'Integrated, interoperable, smart and user-centred building automation and control system for better energy performance of non-residential historic buildings coupling physics & data-based approaches' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

SMARTeeSTORY will propose an integrated building automation and control systems for monitoring and optimizing building energy performance according to an innovative multi-domain approach (integrating SRI domains: HVAC, Dynamic Façade, Lighting, EV), incorporating historical building requirements as well as human requirements by envisaging real-time and active user engagement. SMARTeeSTORY system will automatically detect (interacting with users via specific technologies identified in project early stages, e.g. smart home systems) the building users archetypes (via DRL algorithms) therefore specific preferences (SMARTeeSTORY database of users’ archetypes and preferences in smart buildings – energy demand, comfort, etc.) informing the optimization and control services. Such a system will encompass interoperable and cyber-secure software (cloud-based middleware provided with multiple services for: monitoring & digital twin, analysis and prediction, optimization and control, embedding physics and data-based models for forecasting building energy performance and using Digital Building Logbook as a Common Data Environment) and hardware (advanced edge computers, multi-protocols data gateways, smart and automated sun blinds, smart sensors and actuators for Technical Building Systems integrated control according to occupancy and energy efficiency needs, smart products for user engagement) solutions fully enabling the three functionalities required for a building to become “smart”: i) optimization of operation of technical building systems, ii) adapting to the external environment (including energy grids), changing condition in relation to demands from building occupants.  The system will be deployed at TRL 8 in three demo sites (non-residential historic buildings) identified in
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 'circUlar Low Trophic oFfshore Aquaculture in wind farms and Restoration of Marine Space', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

ULTFARMS aims to move beyond the current application of Low-Trophic Aquaculture (LTA) systems with novel engineering, technical, ecological and biological processes to optimise production in harsh offshore conditions, low-salinities, and their integration within Offshore Wind Farms (OWFs). ULTFARMS will be covering the whole value chain expertise for LTA production in OWFs. Co-development and co-management by research and industry realises novel designs and operations unique to offshore in six Low-Trophic Aquaculture Pilots (LTAPs) in as many OWF locations across the North and Baltic Seas. These six pilots are implemented in: Belgium-Belwind (Seaweed-Mussels-Oysters), the Netherlands-Borssele (Mussels), Germany-FINO2 (Seaweed) & FINO3 (Seaweed-Mussels-Oysters), and Denmark-Anholt (Seaweed-Mussels) & Samsø (Seaweed-Mussels). X This approach involves stakeholders from across the value chains of OWF and LTA to ensure environmentally sound, low-carbon, and safe LTA products from design to commercialisation. New cultivation structures, grow-out systems, and both nature restoration and eco-friendly design measures are advanced through the proposed work. Drawing on existing open databases and operational forecasting systems, such as CMEMS and SeaDATANET, within integrated monitoring and management platforms, such as the HiSea service platform, the planning and operation of LTAs can be effectively supported via an enhanced technical service. ULTFARMS will offer services to aquaculture producers for monitoring and minimizing diseases and alien species, managing inputs, optimizing sustainable production and demand management including risk analysis. Furthermore, through the inclusion of 5 Associate Regions (ARs) throughout the lifetime of the project, lessons learnt and innovatio