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 specific objectives and expected outcomes for 'Artificial vision system for surface defects detection' in the context of a Fifth Framework call.

assistant: **Objectives**

The project aims to develop an innovative and automatic vision system, based on surface inspection techniques, for small high value metallic parts of manufactured articles. The system could be applied to a large number of applications where its availability is strongly requested, presently only partially controlled by human operators through a long procedure of visual inspection, not assuring a zero defects product, slowing down the production cycle and increasing production costs. The intended method is based oh the realization of an innovative artificial vision system", integrated -with a tailored CAD/CAM system able to acquire the manufactured article outlines and recognize surface defects on the basis of some singular features of each defects. The technical approach to realize the phases mentioned is based on an extensive use of "automated imaging techniques" and "image analysis is software" that will allow the intended VIDET prototype to be very innovative and economically competitive."
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 'Development of components of environmentally compatible system for economics progress in arctic coastal areas based on the use of regional renewable resources' (MARINECO).

assistant: **Innovation**

Project is devoted to the working-out of components of environmentally compatible system for the economics development and marine ecosystem management in arctic coastal areas. Objectives: development of the structure and substantiation of power-industrial system destined for the Arctic based on the use of local renewable resources; research, technological development and tests of the pilot module of offshore Float Wave Electric power Station (FWEPS) as a device for sea wave energy conversion; development of methodology of FWEPS use for the sustainable power providing and for scaled hydrogen and oxygen production on the basis of sea water electrolysis followed by environmentally benign use these fuel components in the metal and chemical sectors of industry. Expected results: Scientific-and technical and economic substantiation of the system. Making and test of FWEPS pilot module. Definition of applications of system components.
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 'New Strategy for Re-Naturing Cities through Nature-Based Solutions'.

assistant: **Objectives**

Urban GreenUP aims at obtaining a tailored methodology (1) to support the co-development of Renaturing Urban Plans focused on climate change mitigation and adaptation and efficient water management, and (2) to assist in the implementation of NBS in an effective way. NBS classification and parametrization will be addressed and some resources to support decision making will be established as part of the project activities. A large scale and fully replicable demonstration action of NBS accompanied by innovative business models will provide evidences about the benefits of NBS contributing to the creation of new market opportunities for European companies, and fostering citizen insight and awareness about environmental problems.Three European cities will assume the demos as front-runners (Valladolid, Liverpool and Izmir), other set of two European cities will act as followers to strengthen the replication potential of the results (Ludwigsburg and Mantova) and finally three non-European cities (Medellín, Chengdu and Quy Nhon) will allow to identify the market opportunities for European companies out of Europe and fostering the European leadership in NBS implementation at global level.URBAN GreenUp also aims to: fostering the creation of a global market and EU international cooperation; deploy a wide Exploitation and Market deployment procedure for NBS solutions & deploy an Impact-based Communication and Dissemination strategy.


**Keywords:** renaturing cities, nature-based solutions, NBS, demonstration, monitoring, replicability and transferability, up-scaling, market deployment, global market and international cooperation, dissemination
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 'Knowledge Diversity Building by Inventors' (2014-2020) under Horizon 2020.

assistant: **Objectives**

Why do some inventors build up knowledge in a broad variety of technological areas, while others stick to their field of expertise? Recent research has shown that inventor teams involving an individual with diverse knowledge are more likely to introduce breakthrough inventions. In the light of a general trend towards specialization and teamwork, this finding raises concern about an undersupply of breakthrough inventions and warrants policy intervention to stimulate individual knowledge diversity. However, to design effective policy instruments, we need to know how highly skilled knowledge workers make decisions regarding the scope of their expertise throughout their careers. To this end, the proposed research aims to explicate the mechanisms driving knowledge diversity decisions of individual inventors.


**Keywords:** Innovation, breakthrough innovation, knowledge diversity, inventor, knowledge worker, specialist, generalist, recombination, patent
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain how 'Towards a SOLAR enerGy Efficiency of 45 %' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The overall objective of the SOLARGE45 project is to accelerate the market introduction of a new Concentration PhotoVoltaic (CPV) technology, called the MF45 System, which yields the highest efficiency all year round, without giving up simplicity, and therefore enables the lowest manufacturing costs. The MF45 System will be capable to convert the equivalent of 45% of the direct sun light into clean electricity at costs equivalent to those of conventional sources (CO2 intensive). This represents conversion efficiency increases of 30% and 60% relative to other commercial CPV systems and FP systems, respectively. As result of the SOLARGE45 project, LPI aims to become a worldwide reference manufacturer and supplier of a novel CPV System able to generate profits in large-scale utility solar plants, and without the support of government policies backing up clean electricity. This will bring a positive impact in the challenge stressed in the 'Secure, Clean and Efficient Energy' Work Programme: low-cost, low carbon electricity supply.Through the Phase 1 of the SME Instrument LPI will be able to assess the industrial and commercial feasibility of the business innovation project proposed for introducing the MF45 System into the market. The specific objectives that must be achieved in the course of the Feasibility Study are the following:- To define the MF45 System specifications needed to assure long-term-performance under real operation conditions to guarantee product bankability and standard certification- To assess different product-development and industrial process pilot plant alternatives with optimal quality within cost and reliability balance - To identify the specific operational and financial resources and/or partners to cover the whole MF45 System manufacturing and com
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 'Improving monitoring and environmental risk assessment of pharmaceuticals, antimicrobial resistance and pathogens from terrestrial to aquatic environments' (Pharm-ERA), addressing dissemination and exploitation.

assistant: **Impact**

Global contamination of soil and aquatic ecosystems by pharmaceutical and microbiological pollutants (such as antimicrobial-resistant microorganisms and/or pathogens) raises severe concerns about impacts on ecosystem health and repercussions on humans and animals. Preserving ecosystems from adverse ecotoxicological effects of pharmaceuticals and their transformation products and limiting the environmental spread of antimicrobial resistance and pathogens is imperative to reach several UN Sustainable Development Goals as well as the European Green Deal, Water Framework Directive and Biodiversity Strategy for 2030.  To meet these huge environmental and societal challenges, public and private stakeholders and EU policy makers require improved monitoring and Environmental Risk Assessment to protect microbial diversity and functions in contaminated ecosystems. Pharm-ERA proposes a high-level interdisciplinary and intersectoral research and training network based on 10 doctoral projects covering scientific disciplines including environmental and analytical chemistry, microbial ecology, ecotoxicology, molecular biology (incl. multi-omics approaches) and chemical fate/effect modelling. Pharm-ERA involves 9 Beneficiaries (including 2 non-academics) and 6 Associated Partners (including 5 non-academics), committed to contribute to research, training, dissemination, communication and exploitation of results targeting end-users such as Environmental consultancies and agencies.Pharm-ERA will provide EU with high-level scientific experts who will further shape and implement the next generation of environmental management strategies, EU guidelines and regulations to reduce the adverse environmental effects and risks of pharmaceuticals and the spread of antimicrobial resistance and patho
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 'Organocatalytic Desymmetrization and C-H  Bond Activation in Complex Natural Product Synthesis'.

assistant: **Objectives**

The aim of this research is to develop novel organocatalytic desymmetrizatoin and novel C-H bond formation reaction, and to apply these methodologies to the total synthesis of bioactive lueconicine A, B and strychnan alkaloids. These organocatalytic desymmetrizatoin and C-H bond activation provide an excellent method for the rapid construction of complex ring systems, such as the octahydro-1,6-ethanoindole with good streocontrol. However, despite the great potential of these kinds of organocatalytic desymmetrization and C-H bond activation reaction, only small number of results have been reported. Therefore, these types of reactions are highly innovative and would constitute an extremely powerful example of the possibilities offered by organocatalysis. Definitely, to apply these methodologies to the total synthesis of bioactive natural products such as leuconicines and other strychnan alkaloids would provide sufficient material for thorough biological studies and would also constitute a milestone for the study of structure-activity relationship.""
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 2020 proposal on 'End-to-End Cognitive Network Slicing and Slice Management Framework in Virtualised Multi-Domain, Multi-Tenant 5G Networks'.

assistant: **Concept**

5G use cases are so diverse and challenging that the 5G networks must be customisable for the broad range of individual scenarios. 5G network providers are keen to offer “networks as a service” where logical network slices are created and allocated to use cases flexibly and efficiently in a multi-operator environment. SliceNet will create and demonstrate the tools and mechanisms to achieve this ambition. Specifically, SliceNet will design, prototype and demonstrate an innovative, verticals-oriented, QoE-driven 5G network slicing framework. It will use cognitive network management, control and orchestration techniques for the provision and operation of end-to-end slicing across multi-operator domains in 5G networks. SliceNet will systematically tackle a range of the involved outstanding issues and thus directly addresses the key challenges in Strand 3 “Software Network” in this call ICT-07-2017. The integrated SliceNet framework will be demonstrated in three representative vertical use cases:  Smart Grid, eHealth and Smart City, to highlight the achievements, innovations, and impacts. SliceNet support the unique perspectives and requirements on 5G networks of different players: For 5G verticals businesses, SliceNet offers an innovative one-stop shop solution to meet diverging and demanding service requirements. SliceNet enables the verticals to plug and play their use cases with bespoke control to employ 5G slices in a scalable, cost-efficient way via novel mySlice and Scalable Slicing as a Service functions and a one-stop API. For 5G service providers and users, SliceNet provides unprecedented guaranteed service quality by agile cognitive QoE-optimisation of service creation and delivery. For 5G network operators, SliceNet presents an integrated FCAPS (Fault, Configurat
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 'Schools as Living Labs' (SALL).

assistant: **Concept**

SALL proposes the living lab methodology as a new technique of unique value and possibilities for the development of open schooling activities linked to science learning. The project positions the technique of living labs as a new, powerful element of the impactful OSOS framework for open schooling, and demonstrates this through the use of the food system theme, due to its strong links to science education, current challenges, as well as ambitious European policy making. SALL brings together school communities, including teachers, students and their families, research institutions, science museums and centres, spaces of informal learning and open innovation such as existing living labs, as well as policy makers, and engages them in intensive dialogue, mutual learning and exchange, so as to: a) co-construct the proposed living-lab-based open schooling methodology, by building on existing knowledge and best practices as well as on the power of synergy in the stakeholder community of contemporary science education; b) closely study living-lab-based open schooling practices and their impact, through implementation and evaluation in real-life conditions in school communities in different European countries; and c) prepare the ground for sustainable living-lab-based open schooling activities in Europe’s schools after the end of the project, through strong community-building, networking, dissemination, as well as policy-oriented interventions. In this way, SALL proposes a concrete new way for schools across Europe to approach their science education programmes, in order to make STEM teaching more relevant, systemic and inclusive for their students, collaborating with their local communities and research centres, and with the active support and involvement of science centres 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: Compose the 'Concept and Approach' section for a Seventh Framework proposal on 'Pushing the Boundaries of Molecular Dynamics Simulations'.

assistant: **Concept**

Atomistic computer simulation has established itself as one of the most important methodologies in modern science, its impact being felt in areas as diverse as physics, chemistry, geophysics, materials science and biophysics, to name but a few. Yet in spite of great progress in computer power and algorithms, we are still not able to simulate such important phenomena as nucleation, phase transitions or protein folding. The purpose of this proposal is to strongly push back the limits of length, time scale and accuracy of present-day methods, greatly enhancing the scope of atomistic simulations. We expect the impact of a successful outcome of this proposal to revolutionize the field. We shall make use of three technical innovations: an extension of Langevin-type equations to include correlated (colored) noise; the use of h-matrices to speed up electronic structure calculations; and an intelligent use of neural networks. Our strategy will be complex. We plan to speed up ab-initio molecular dynamics calculations considerably and also to generate new and highly accurate effective potentials based on electronic structure calculations. A large part of our effort will be devoted to the time scale problem. In this respect we shall improve metadynamics so that its implementation becomes as general and as automatic as possible, and we shall also introduce methods for reconstructing the real dynamics from metadynamics. Finally, highly innovative and powerful sampling methods based on specially designed colored noise Langevin equations will be developed.
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 'Ultra-Fast Reliable Radio Control Systems for Avionics' (2014-2020).

assistant: **Concept**

Advances in automating transport and industry – the realisation of the Industrial Internet of Things – are being held back by something very simple: wiring.There are 550km of wires in an Airbus A380 plane: 7.5 tonnes of cabling adding to fuel consumption on every flight. Wiring costs money: in weight, installation time, maintenance, and retrofitting.But until now the accuracy and latency needed for automated machine control systems using wireless technology have simply not been available: too much data is lost and lag is too great for industrial automation, still less aircraft controls.R3 is a German software company whose goal is to fix that, making wireless as effective as wires. Our world-first innovation uses “co-operative diversity” between transmitters: we leverage all the chips in a system as “assistant senders” to each other. We have demonstrated we can cut data loss to <3 packets in 10M and achieve sub-10-ms latency. That is 124x better than any competition, and runs on standard wireless chips. As a result we already have clients in in robotics and factory automation.But we see a transformative business opportunity worth tens of millions of euros of early revenue in the aviation sector, and we therefore seek funding for a project to build a new and massively more reliable co-operative wireless architecture for high-performance avionics in a Eur78bn market. We can’t replace all the wiring in a plane, but we can seriously contribute to future low-emissions aircraft, with flexible wireless controls that enhance safety and create ROI across aviation. We are have contracts with or LOIs from future customers in aircraft manufacture, airline operations/maintenance, cabin fittings and equipment services, avionics manufacture, and the booming aircraft retro-fitting sect