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

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'The impact of internal waves on mesophotic cold-water coral mounds in the Central Mediterranean. Past, present and hope for the future' (HopeWaves).

assistant: **Innovation**

Cold-water-coral (CWC) habitats are sensitive biodiversity hotspots under severe threat from human activities, such as bottom trawling. This is particularly true for the CWC mounds that are recently discovered in mesophotic depths (30-150 m) of Maltese waters in the central Mediterranean. The origin of these CWC mounds is still unknown, and due to the lack of scientific data, these habitats are still not protected. HopeWaves aims to provide an in-depth analysis of the mesophotic CWC mounds in SE Maltese waters, which is essential for planning and enforcing new Marine Protected Areas (MPAs) networks. HopeWaves proposes an interdisciplinary approach (geology, oceanography, and paleoecology) to investigate the factors controlling the development of these structures in recent and past climates, including the role of internal waves and tides (IWs). The specific objectives of this project are: 1) to assess the distribution pattern of recent mesophotic mounds and their associated communities; 2) to determine the characteristics of water masses around the mesophotic mounds to define the possible depth of IWs; and (3) to develop a paleoenvironmental model for fossil mesophotic communities that were formed under a warmer-than-present climate during the Oligocene and the role of IWs in their formation. Specific planned dissemination and communication activities are in line with public and policy-makers engagement. HopeWaves will be carried out at the Department of Geosciences, the University of Malta, which, together with two secondments, will ensure high-level training on seafloor mapping, oceanographic data analysis, grant writing and project management. The fellow will also transfer her knowledge in the field of carbonate sedimentology to the host by contributing to teaching an
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 'Building an Evidence-Base for Reducing Gender Bias in Educational Pathways' (GirlsInScience) under Horizon 2020.

assistant: **Objectives**

In 2012, the European Commission launched the campaign Science: It’s a girl thing!, aimed at encouraging women to choose research careers, as they are sorely underrepresented in science, technology, engineering, and mathematics (STEM). Given that gender disparities in aptitude for specific fields are generally very small, highly gendered skewness in educational choices suggest pathways dictated by stereotypes rather than abilities, leaving valuable STEM talents unused.Many European countries have invested in boosting girls’ participation in STEM through workshops with girl-oriented science topics, contact with female role models, and information packages. However, the vast majority of these initiatives have not been scientifically evaluated. Further, most programs leave untouched one of the key underlying processes keeping girls from STEM that emerge from the research literature, namely daily socialization reinforcing gender stereotypes in the school and family context.I aim to fill this gap by developing a video-feedback intervention aimed at reducing teachers’ (largely unconscious) gendered classroom interactions in primary and secondary schools, testing its effectiveness in reducing gender disparities in STEM in a randomized control trial (RCT), and longitudinally investigating salient family processes from infancy to late adolescence to inform parent education programs. This approach is innovative because it is the first to apply and rigorously test a video-feedback intervention aimed at reducing gendered interactions in schools. Further, the comprehensive scope of the study design is unique because it includes children and adolescents across development in both the school and the family context. The insights from this study will provide new avenues for both researc
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 'New Modes of Governance for Sustainable Forestry in Europe' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Under the term new modes of governance", policy makers in Europe are striving for less intrusive means of achieving policy goals. As regards the implementation in forest policy-making, the concept of "National Forest Programmes" (NFPs) has been recognized as a promising tool. So far, neither comparative analyses nor systematic evaluations of the effectiveness of these practices have been carried out. The main objective of the GoFOR project is to evaluate new modes of governance as a basis for policy relevant conclusions and recommendations in order to safeguard sustainable forest management in Europe. Based on theoretical arguments and empirical evidence, the project will first elaborate an enlarged set of criteria that operationalise the concept of "new modes of governance" and its constituting elements (i.e., public participation, inter-sectoral and multi-level co-ordination, adaptive and iterative policy-making and the use of accountable expertise). The project will then give a comprehensive overview of new modes of governance. For that, current and evolving practices of governance (both in forestry and in "adjacent" sectors) will be analysed in a cross-national comparative research design with case studies coming from ten European countries. The countries are to be chosen, first, on the basis of the specific and complementary theoretical expertise of the partners involved and, second, by paying attention to a high heterogeneity in country-specific conditions. These cross-national and cross-sectoral comparisons which will draw on qualitative as well as quantitative data will allow the identification of "best practices" and a critical evaluation of the transferability to other sectoral or national contexts in order to foster mutual learning processes. Results will pro
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 'Machine learning software to design personalized neoantigen vaccines tailored to specific vaccine delivery systems' (MEDIVAC), addressing dissemination and exploitation.

assistant: **Impact**

Cancer remains a leading cause of disease and death worldwide. An estimated 14m new cancer cases were diagnosed in 2012 and 22m are predicted by 2023. Immunotherapy and particularly personalized neoantigen-based vaccines represent an exciting new weapon in the war against cancer, as they are specific to the tumor and potentially safer and more effective than other types of treatment. However, the design of neoantigen-based cancer vaccines is currently hampered by an inability to reliably select immunogenic neoantigens using the existing technologies.OncoImmunity proposes to develop disruptive software - MEDIVAC - for the rapid and intelligent design of neoantigen-based personalized cancer vaccines, tailored to specific vaccine deliver systems (VDS). The software will leverage a machine-learning framework being developed at OncoImmunity that addresses key prediction gaps in the field of neoantigen discovery. Preliminary testing of MEDIVAC´s prediction engine reveals that it can identify immunogenic neoantigens with an unprecedented level of accuracy, and at a fraction of the time and cost of competing wet-lab methodologies. The MEDIVAC technology will enable personalized cancer vaccine companies to make safer more efficacious vaccines in an affordable and clinically actionable timeframe, and will consequently help revolutionize the treatment of cancer. We believe the SME instrument is the ideal funding vehicle to enable OncoImmunity to overcome the remaining barriers to the market and establish the company as the leading provider of software solutions for guiding the design of cancer vaccines. Furthermore, the MEDIVAC software will help nurture and improve the competitiveness of European companies in the rapidly growing personalized cancer vaccine market, and ultimately
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'Parallel-track flexible production system for multicolour polyurethane moulded footwear' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

Objectives and content It is the objective to develop and demonstrate a production system for polyurethane (PUR) moulded footwear. It will be designed with the need to produce a user friendly, low cost, easily maintained and environmentally friendly production system for safe processing of multicolour soles and enabling profitable small batch production in high variety of articles. Focus is made on the flexibility in the entire process and each single operation will be independent of the other operations. Four research areas will be addressed, in each of them new innovative solutions will be developed: production equipment, material technology, planning and control, and human resources. By integrating the sub systems, the research will aim to improve the efficiency and quality of existing techniques. This will reduce operational costs and allow clean production, and the flexible system will be able to adapt to rapidly changing demands due to changing models and production needs. Thus the production system is aimed at both small and large companies. The basic approach consists of a combination of four innovative components: - New automated production equipment and processes for parallel processing of individual operations during PUR soling based on various developments in the sub systems transport system, tool system and PUR moulding system. - New and improved PUR materials, reduction of hazardous processing materials during moulding and reduction of waste as well as re-use of waste through material recycling for clean production. - User friendly, real-time operating production planning and control tools for process stable and flexible production of customer oriented product mix. - Improved working conditions, performance, quality and health of the entire flexible produc
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 'Plant-Based Proteins and Antioxidants in Hybrid Meat for Dysphagia'.

assistant: **Concept**

Dysphagia is a common condition among the elderly, characterized by swallowing difficulties, that leads to malnutrition and increased mortality. Addressing dysphagia is becoming increasingly critical, especially as the global aging population is expected to reach 1.5 billion by 2050. The HyPAD project addresses this issue by developing innovative hybrid meat products tailored for dysphagia patients. These products will integrate plant-based proteins and bioactive compounds with advanced 3D food printing technology to offer improved nutritional value, safer textures, and appealing sensory qualities, significantly enhancing the quality of life for those affected. Currently, dysphagia-friendly foods often lack nutritional balance and are unappealing, leading to poor patient acceptance.HyPAD aims to overcome these limitations by exploring sustainable sources of plant proteins and bioactive compounds, optimizing hybrid meat formulations, and employing 3D printing to achieve desired textural properties. Specific aims include developing and rigorously testing these formulations, with planned short visits to industry partners for refining the products. The comprehensive plan integrates various disciplines, including phytochemistry, nutrition, and food sciences. This interdisciplinary approach ensures that the products developed are not only effective but also environmentally sustainable, aligning with global efforts to reduce the environmental footprint of food production.Through this project, the fellow will gain expertise in cutting-edge food technology and sustainable practices, enhancing his career prospects in both academia and industry.HyPAD not only advances scientific knowledge in dysphagia management but also sets new standards for sustainability in food production, cr
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 2020 proposal for the project 'Brain inspired AI processing technology allowing for edge computing that transforms “non-smart chips” into “smart” chips'.

assistant: **Objectives**

Connected devices in use worldwide now top 17 billion, 7 billion of which are IoT devices.  These devices rely heavily on cloud computing which is problematic for several reasons.  The best solution to these challenges is to minimize transmission of data to the cloud, made possible by edge computing. However, because of the limited energy resources available for onboard electronics, especially with data intensive AI, edge computing presents difficulties. As each new IoT device requires a unique chip, development costs soar, not least because chip manufacturers typically lack this expertise in-house. Existing AI co-processing solutions offered by vendors need to become 5-10x more energy efficient to make IoT projects such as automotive or industrial smart sensing applications viable.We make high-performance """"non-smart"""" chips smart by using an edge-based AI processing solution that once integrated allows an IoT device to compute at the source - making the information collected meaningful without the need for the cloud. Our unique blend of technologies is protected by multiple patents and provides a solution that overcomes the challenges of edge computing. Importantly, our co-processor only computes when data is present, requires 90% fewer calculations, is up to 100x more power efficient in comparison with competing solutions and can be deployed quickly. Synthara edge will transform the market by providing an easily integrated solution to chip makers so that the data their solutions collect can be computed at the edge.  By combining our AI expertise and chip production we will launch the IoT market into a new paradigm. This will commence with industrial, automotive and aerospace applications but will extend to others soon.""
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 'Advanced Humidity to Electricity Converter' (HUNTER), addressing dissemination and exploitation.

assistant: **Impact**

The HUNTER project will develop revolutionary power devices that convert humidity into electrical charge (hygroelectricity), thereby contributing to the European technology and creativity through joint R&D and R&I multisectorial and international cooperation activities supported by knowledge sharing. The devices will harvest electricity from atmospheric humidity and supply a current, such as solar cells capture sunlight and generate electrical power. The successful realization of the project is assured by implementing a coordinated network of knowledge sharing in materials science, physics and chemistry; by solidifying the state-of-the-art understanding in nanoelectronics and by applying bottom-up nanoengineering approaches via an international and inter-sector collaboration of highly qualified researchers from Portugal, France, Finland, Ukraine and Belarus. Both technological (nanoelectronic device fabrication) and fundamental (charge transport mechanisms) issues will be assessed by this multidisciplinary consortium.The successful realization of this project will lead to scientifically substantiated principles for the development of a new generation of functional materials and, consequently, to the creation of advanced nanoelectronic devices.Within the HUNTER project, the consortium will implement research/innovation activities by means of functional secondments and organizing training courses, workshops and summer schools aimed at sharing knowledge, acquiring new skills and developing the careers of the consortium members. Sharing the culture of research and innovation, the HUNTER project will allow applying recent advancements in nanotechnology and materials science to the realization of the creative idea of Nikola Tesla (1932) of “capturing electricity from the air”
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 'EUROPEAN TELEMATICS HORIZONTAL OBSERVATORY SERVICE' under Fourth Framework.

assistant: **Concept**

ETHOS will act as watchdog for the whole EU Telematics Applications Programme, through an ongoing monitoring, evaluation and advisory service. From an international angle, it will keep abreast of applications, market developments and user needs relevant to the Programme, as well as technologies with a potential for fresh applications. Work with Programme participants will include coordinated electronic presentation of the results of projects, and assistance with technological, market and strategic issues confronting them. A quarterly magazine and a daily electronic newsletter on such issues will also be available.ETHOS will provide a horizontal observatory service to the Telematics Applications Programme. It will meet some of the strategic needs of the Programme. The major aim of ETHOS is to monitor and assess:- the deployment of applications of information and / or communication technologies in the areas of common interest covered by the Telematics Applications Programme,- developments in market trends, state of deployment of telematics applications and user needs in Europe and other countries and regions,- developments in both computer and/or telecommunications technologies that present a potential for telematics applications, in Europe and other countries and regions.ETHOS will work closely with all participants in the Telematics Applications Programme, and will co-ordinate electronic presentation of results from projects and sector level telematic watches. It will also link where relevant, with other international, European and national initiatives to provide programme participants with a comprehensive and coherent view of developments in their sectors, and will provide on-demand help on technological and market issues to projects. ETHOS will identify sources of str
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 'Relativistic Framework for Attosecond Pump-Probe Induced Dynamics', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Within RAPPID, I will develop a relativistic real-time time-dependent density functional theory (RT-TDDFT) based approach for simulating out-of-equilibrium processes observed in modern attosecond pump−probe spectroscopies. Their theoretical description presents a formidable task owing to the intricate interplay of electronic and nuclear motions, ionization processes and relativistic effects hallmarked for high energy x-ray photons. Our objective is to address all these challenges through the formulation and implementation of mixed quantum-classical electron-nuclear dynamics based on Ehrenfest approach embedded with adaptive scheme with flexible Gaussians to solve the time-dependent electronic equation-of-motion for capturing ionization processes. The backbone of these developments will be the state-of-the-art relativistic atomic mean-field exact two-component (amfX2C) Hamiltonian within the context of RT-TDDFT. These goals will be achieved by combining my expertise on ab-initio theory of ionization processes with the expertise of Dr. Repisky in development and implementation of novel relativistic approaches. In summary, RAPPID will deliver an advanced relativistic framework which is capable of describing ultrafast electron-nuclear processes including valence and core states for elements across the periodic table, and aligns synergistically with ongoing experimental endeavours performed for instance in European-XFEL or ELI-ALPS.


**Keywords:** Attosecond dynamics, electron-nuclear coupling, real-time, relativistic Hamiltonian, charge transfer, ultrafast processes, beyond Born-Oppenheimer approximation