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 'Stationary solutions for non-linear random dynamical systems' under Sixth Framework.

assistant: **Concept**

The project will primarily address invariant measures of random dynamical systems arising as random perturbations of deterministic infinite-dimensional non-linear systems. Those systems include non-linear parabolic stochastic partial differential equations in bounded, unbounded and periodic domains, systems with memory and related. Our basic tool will be probabilistic representations of solutions for those systems also known as Feynman-Kac type formulae.Our primary goals in studying those systems are:1) to prove existence and uniqueness results for stationary solutions.2) to prove existence of determining functionals.3) to study the corresponding random attractors.4) to develop probabilistic representation of solutions for a wider class of systemsProbabilistic representations of solutions of partial differential equations have proved to be an important and powerful tool in analysis of partial differential equations both in the coordinate space and Fourier space, and a recent observation is that Feynman-Kac type formulae are particularly suited for analysis of random attractors. For instance, analysis of the original Feynman-Kac formula was successfully applied to the problem of existence/uniqueness of stationary solutions for the stochastic Burgers equations by Sinai (1992) and E. Khanin, Mazel & Sinai (2002). To give another example, a beautiful stochastic cascade representation for solutions of the 3D Navier-Stokes system in the Fourier space which involves branching random walks due to Le Jan and Sznitman (1997) was used by Bakhtin (2004) to construct a stationary solution for the Navier-Stokes system in 3D with random force and prove its uniqueness. This approach promises to be fruitful in pursuing the goals listed above for other systems admitting probabilistic rep
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 'Discovering and Deploying Evolution's Solutions for Microplastic Degradation' in the context of a Horizon Europe call.

assistant: **Objectives**

Microplastics represent an emerging global health crisis, with nearly 500 million people directly impacted worldwide. Current solutions for plastic waste management are inadequate, with degradation into microplastics (<5mm) and nanoplastics (<1μm) creating pervasive contamination. These particles have been detected in human tissues including the brain, gut, arteries, placenta, and breast milk, with evidence linking them to inflammatory conditions, hormone disruption, and increased disease risk.The EnzyMiner project aims to revolutionize microplastic remediation by leveraging computational genomics to discover and optimize highly efficient plastic-degrading enzymes. Building on our ERC CoG project IndexThePlanet, we have developed a highly optimized search engine for enzyme discovery across the world’s most comprehensive genomic datasets. Our preliminary work has yielded several candidate plastic-degrading enzymes with activity superior to the current gold standard.This PoC grant will establish three critical pillars for commercialization: (1) a demonstration of our sequence mining methodology with experimental validation of synthesized candidate enzymes; (2) a regulatory pathway strategy for enzyme deployment in environmental and consumer applications; and (3) a consolidated IP strategy and startup creation plan. The results will create a robust foundation for bringing this breakthrough technology to market, offering transformative solutions to microplastic pollution across multiple industries while safeguarding human health.
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 'European Network Of CBRN TraIning CEnters'.

assistant: **Objectives**

This project aims to build a dynamic, functional and sustainable pan European network of CBRN training centres, testing and demonstration sites (CBRN TC) strengthening capacity building in training and users-driven innovation and research, based on well-identified needs. We seek to better European preparedness, resilience and incident response to CBRN attacks and emerging threats through close multi- (stakeholders) and single-discipline (practitioners) interactions. This makes CBRN TC the perfect operational intermediary between all civilian and military CBRN actors, EU relevant bodies and policy-makers, as well as the best cradle for expansion of a CBRN network of professionals. Main pillars for the network and confidence building will be to pool and share resources, effective practices and lessons learned, to map and label EU CBRN TC based on their capabilities and specificities, and to use a dedicated web based information and communication platform for exchanges and dissemination. Rather than usual workshops that are of no interest for task-focused, busy practitioners, the CBRN TC network will organize joint activities, training and debriefing in well-adapted infrastructures, using real-life or simulated situations (e.g., field exercises, table top, serious gaming and simulations), with external partners, in order to foster the identification of genuine users’ needs with users-driven technological solutions. This network will also benefit to national and EU CBRN projects, thereby expanding network scope and size, fast-tracking innovations and dissemination. Whilst using efficiently investments made across Europe in demonstration, testing, and training facilities for practitioners, this novel concept will issue meaningful users-guided recommendations to the EU R&D pr
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 'Solvometallurgy for battery-grade refining of lithium'.

assistant: **Concept**

To allow the rollout of e-mobility and stationary renewable energy storage in Europe, a secure, affordable and sustainable supply of battery-grade lithium salts for Li-ion batteries (LIBs) is key. However, Europe’s lithium supply chain is extremely vulnerable: Europe’s primary lithium resources (present as “hard rock”) are underexploited and, even if lithium would be mined domestically, there is no lithium refining capacity available in Europe to process the lithium into battery-grade lithium salts, i.e. Li2CO3 and LiOH (with the latter being vital for the emerging Li-ion NMC battery chemistries with lower Co and enriched Ni content). Concurrently, the state of the art Li2CO3 refining methods (cf. China, Latin America…) come with a large eco-footprint, while the conventional conversion of Li2CO3 to the coveted LiOH generates vast volumes of waste and introduces new impurities. Based on an innovation developed in the PI’s ERC Advanced Grant SOLCRIMET, SOLVOLi aims to develop the Proof of Concept for a disruptive, solvometallurgical flowsheet for the production, via LiCl, of LiOH. As this flowsheet allows to bypass the Li2CO3 step, SOLVOLi lowers the overall water, energy, CO2 and reagent footprint of LiOH production. Apart from validating and pre-demonstrating the novel flowsheet, SOLVOLi comprises a thorough IPR and upscaling strategy, in close collaboration with EU-based companies. SOLVOLi takes advantage of the fact that most of their decisions on lithium refining investments in Europe still need to be made, opening the door for the commercialisation of the new SOLVOLi process.Application of this flowsheet contributes to building up the urgently needed lithium refining capacity in Europe for both domestic lithium (hard rocks & slags from pyrometallurgical LIB recyclin
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 Fourth Framework proposal for the project 'Network for animal health and welfare in organic agriculture'.

assistant: **Objectives**

The primary objective of the project is to improve information exchange between researchers working within the field of organic livestock production and to produce accessible information for organic livestock producers advisory bodies veterinary professionals and policy makers on animal welfare husbandry and health within organic livestock production systems It is envisaged that improved information sharing will lead to better definition of animal welfare- animal integrity and livestock husbandry standards in organic agriculture In doing this the project will contribute towards more successful organiclivestock production systems improved animal welfare and health and improved customer confidence in organic animal products. Indirectly the project will contribute towards increased uniformity in organic standards in various European countries The project partners also believe that the project outputs are useful for the entire livestock farming community within the EU Ultimately welfare friendly livestock production systems will contribute towards a better environment and an improved quality of life health and welfare for both humans and livestock as well as toward improved customer confidence in all livestock products. The project will achieve these objectives by creating a forum for the scientist working in the field of organic livestock production by establishing a series of workshops Internet site and by producing publications The project will consider organic sector bodies advisory services government departments. And veterinary organisations as target groups for the project setting up a mailing system to reach these groups Additionally the project will produce a book and series of publications for 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: Explain how 'Development of a rapid, multifunction, automated gap filler device""' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Natural Laminar Flow (NLF) has been identified as a key technology to contribute to the reduction of emissions in aircraft transport. However, the stringent NLF surface requirements are difficult to be reached with conventional manufacturing processes. The aim of NOGAP project is to develop a fully automated gap filler device that is able to performance in a 3D environment and achieve surface finish within NLF tolerances at high production rates.To achieve its purpose, NOGAP project will integrate different systems in a single multifunction robot:• Computer Vision device and 2D laser measurement device integrated in a verification system, for guidance, surface scanning and post-application metrology control• Innovative filler injection system with flow software control and variable-geometry nozzles (under patent development)• Multiple operation for accelerated curing (thermal, UV) and/or secondary finishingThe flexibility and automation of assembly tooling is therefore a step forward to achieve the Aeronautical Factory of the Future based on the concept of “Smart Factory”.""
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 'Methodology for fast and reliable investigation and characterization of contaminated sites' (MICCS-SQ) targeting Horizon 2020.

assistant: **Abstract**

The consortium (formed by 3 SMEs: Biorem, DGE and SSD) aims to deliver into market a technology for on-site and realtimesite investigation through high-performance probes, comprising sonic drilling combined with patented geo-radartechnology (GPR), chemometry data analysis and 3D model presentation.This new approach for soil and subsoil investigation and characterization will disrupt with current approaches, which arebased on an off-site process, involving vertical drilling and collecting soil samples for chemical analysis in laboratories (with anumber of limitations related to cost-efficiency, time between sampling and results, and reliability of the sampling processand analysis).The novel MICCS solution will bring analytical capacity to the market where the new equipment is able to map the zone, planoptimal sampling strategy, collect data while drilling, and report data through tridimensional distribution of contaminants –eliminating the need of off-site laboratory analysis, which often result lead to lower quality of the samples (caused byevaporation of contaminants). The consortium wishes to achieved through this multi-component tool comprising drilling,chemometric analysis and 'Intelligent' data treatment, an improvement of the overall quality on soil contaminant analysiswhich can be completed (from sampling to analytical processed results) in-situ during one single visit to the target zone. Theadoption of the MICCS technology will result in a faster (30%), cheaper (20%) and more accurate and reliable soilcharacterization process. The MICCS technology is also aligned with the EU priority focused on raw materials used inindustry, which represents a very significant part of the sources causing soil contamination. MICCS will allow a fast,complete and reliable evaluatio
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 'SHINE - SOLAR HOUSING THROUGH INNOVATION FOR NATURAL ENVIRONMENT' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

The SHINE Thermie 96 project brings together 6 social housing organisations in 5 European countries to demonstrate solar and bioclimatic energy efficient refurbishment projects. Each of these projects is located in an urban area and has developed at least one original innovative energy saving solution, which target of 60% overall reduction in energy consumption compared with the present situation. The SHINE project also aims to demonstrate solutions which bring more comfort and improved environment for the low-income inhabitants of poorer urban area throughout Europe, and to show that these solutions are economically viable, especially for social housing organisations, and with a view to forming a basis of new European standards in the retrofit housing sector.Considering the number of partners and countries involved in this SHINE project, this gives rise to a considerable series of innovative and environment solutions, all refering to new technologies which are already in operation.Innovative and energy characteristics of the different projects involved in SHINE are as follow :CITY OF READING - UK : 50 houses- Energy savings : 118 TOE - 497203 kWH - 130 kWh/m²- Urban strategy for low energy private refurbishment, innovative solar air pre-heatingHYDE HA - UK : 7 dwellings + 18 houses- Energy saving : 26 TOE - 282305 kWh - 193 kWh/m²- Specific envelop insulation, solar DHWBOSTADS AB GARDSTEN - SE : 200 dwellings- Energy saving :200 TOE - 1700000 kWh - 144 kWh/m²- Roof integrated solar air collector, DHW using solar air collectors, double envelop wall units with parieto effect. BIG HEIMBAU - DE : 72 dwellings- Energy saving : 62 TOE - 653300 kWh - 145 kWh/m²- Glazed balconies, solar wall with controlled demand air ventilationODH26 - FR : 191 dwellings- Energy saving : 131
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 'PRINTED ELECTRONICS FOR THE CIRCULAR ECONOMY' (REFORM) under Horizon Europe.

assistant: **Objectives**

REFORM (pRinted Electronics FOR the circular econoMy) sets out to address the environmental and sustainability challenges around conventional surface mounted and embedded functional electronics. The project aims to accelerate and guide the development of a new European green functional electronics supply chain. It seeks to use ecodesign principles to ensure that functional electronics can be produced that meet multiple application requirements for technological performance and compliance, while also meeting societal and environmental needs for sustainability.To achieve this, REFORM will develop environmentally benign electronic ‘building blocks’ focusing on green, bio-derived adhesives, conductive inks and flexible substrates. These will be integrated into industry-led functional electronics systems and supported by innovations in conformance testing and material recovery methods. Taking a holistic approach to development across the supply chain positions, this project is unique in not only achieving a step-change in technology compatible with industrial reality, but also producing prototype showcase systems with direct future impact on sustainability.REFORM brings together a world-leading consortium of academics, non-profit RTOs, industrial associations, private SME partners and large firms from eight countries across Europe. The project is female-led and coordinated by CIDETEC, a specialist RTO in surface engineering and energy storage based in Spain with a strong track record of leading large collaborative European projects. By combining the consortium’s unique and complementary expertise, REFORM aims to give Europe an innovation lead in green functional electronics, enhancing European competitiveness, and helping meet the ambitions for the European Green Deal.The im
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 'Open-Source API and Platform for Multiple Clouds'.

assistant: **Concept**

The mOSAIC project (mosaic-project.eu) aims to develop an open-source platform that enables applications to negotiate Cloud services as requested by their users. Using the Cloud ontology, applications will be able to specify their service requirements and communicate them to the platform via the innovative API. The platform will implement a multi-agent brokering mechanism that will search for services matching the applications' request, and possibly compose the requested service if no direct hit is found. Cloud-application developers and maintainers will be able to postpone their decision on the procurement of Cloud services until runtime, while end-user applications will be able to find best-fitting Cloud services to their actual needs and efficiently outsource computations. The platform will facilitate competition between Cloud providers, who, in return, will be able to reach customers they could not reach before.The platform acceptance by end-users depends on the number of connectors to the existing Cloud providers, standard usage, the number of communities reached during the project time, as well as the scale of the dissemination activities. In this context, the present mOSAIC+ proposal  intends to increase the technology stack of the mOSAIC API by implementing Dynamic Semantic Discovery capabilities, as well as by developing connectors (agents, wrappers) to the main-stream commercial Cloud providers. The existing mOSAIC project will benefit from complementary expertise provided by partners from the New Member States. Consequently, this additional effort will lead to an increasing number of facilities provided by the mOSAIC platform, a greater number of the Cloud providers that are connected to the platform, as well as more user-friendly platform deployment, testing
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 'ROle and impAct of Dust and clouds in the Martian Atmosphere: from lab to space'.

assistant: **Objectives**

The goal of the ROADMAP project is to better understand the role and impact of dust and clouds on the Martian atmosphere. Although dust is present throughout the Martian atmosphere, its abundance and physical properties are still poorly defined. Similarly the impact of dust  on the composition, structure and dynamics of the atmosphere is only beginning to be addressed. Specifically, accurate knowledge of the characteristics of dust and ice clouds is crucial for the interpretation of the remote sensing observations, both in the infrared and the ultraviolet spectral regions. The ROADMAP  project employs an integrated scientific approach including; laboratory simulations, modelling of specific phenomena, analysis of space data and Global Circulation Modelling. This will improve our vision of the Martian atmosphere and provide a new generation of high-level data, increasing the science return of the past and current missions to Mars as well as  shaping future planetary missions.We will focus on two European missions which are still active around the Red Planet and in particular make use of the ExoMars TGO instrument NOMAD,  which has been optimized for the detection of trace gases, dust and clouds in the Martian atmosphere.This project is therefore both timely and highly relevant to the SPACE-30-SCI-2020 call by addressing scientific data exploitation and the objective of increasing the science return of specific European space missions.


**Keywords:** European space missions to Mars,  remote sensing of atmosphere,  aerosols, dust and clouds,  laboratory measurements,  retrieval techniques,  global circulation model,  composition and climatologies