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

user: Draft an impact statement for 'Deeply Explainable Intelligent Machines', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Explanations are valuable because they scaffold the kind of learning that supports adaptive behaviour, e.g. explanations enable users to adapt themselves to the situations that are about to arise. Explanations allow us to attain a stable environment and have the possibility to control it, e.g. explanations put us in a better position to control the future. Explanations in the medical domain can help patients identify and monitor the abnormal behaviour of their ailment. In the domain of self-driving vehicles they can warn the user of some critical state and collaborate with her to prevent a wrong decision. In the domain of satellite imagery, an explanatory monitoring system justifying the evidence of a future hurricane can save millions of lives. Hence, a learning machine that a user can trust and easily operate need to be fashioned with the ability of explanation. Moreover, according to GDPR, an automatic decision maker is required to be transparent by law.   As decision makers, humans can justify their decisions with natural language and point to the evidence in the visual world which led to their decisions. In contrast, artificially intelligent systems are frequently seen as opaque and are unable to explain their decisions. This is particularly concerning as ultimately such systems fail in building trust with human users.  In this proposal, the goal is to build a fully transparent end-to-end trainable and explainable deep learning approach for visual scene understanding. To achieve this goal, we will make use of the positive interactions between multiple data modalities, incorporate uncertainty and temporal continuity constraints, as well as memory mechanisms. The output of this proposal will have direct consequences for many practical applications, most notably in mo
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 'State of the Art and Innovation' section for a Fourth Framework proposal on 'Mouse liver-specific infection with avia retroviruses - a mouse model to dissect the multistep processes of hepaticcellular carcinomas'.

assistant: **Innovation**

Insertional mutagenesis has been used in combination with transgenic mice carrying activated oncogenes or lacking functional tumor suppressor genes, in order to focus the studies on multisteps processes tumorigenesis in particular cell lineage. This approach succesfully demonstrated oncogenes collaboration in lymphonagenesis. The goal of this proposal is to develop a transgenic mouse model carrying tissue-specific infection susceptibility to subgroup-A avian leukosis-sarcoma retroviruses (ALSV), to study multistep processes in tumorigenesis of hepatocellular carcinomas. First. A model will be developed to target lymphoid compartment in order to test the in vivo infectibility of mouse tissues with ALSV and their subsequent tumorigenic-capacities. Second. This model will be used to direct mouse liver-induced tumor. These mouse strains should be mated with previously developed transgenic mice strains with liver-specific oncogene expression or heterozygotes, homozygotes KO mice strains or chimera mice for tumor suppressor gene which are now available, to identify events implicated in hepatocellular carcinogenesis.
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 'Perfluorinated organic compounds in the European environment' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Abstract Perfluorinated compounds (PFCs) have recently gained socio-economic and scientific interest because they have been found in biota from remote areas as well as in blood from humans. PFCs constitute a newly emanating group of environmental contamina nts, with physico-chemical as well as toxicological properties different from those of other halogenated compounds. Their possible sources and environmental routes are currently unknown for the most part, mainly due to a lack of physicochemical property da ta and reliable detection methods. The information on the prevalence of PFCs in the European environ- ment is scattered and incomplete and does not include all environmental compartments, in contrast to more elaborate ongoing monitoring and assessment prog rams in North America. The PERFORCE project has the aim to bring the European scientific arena in this field to a level that can match with current developments across the Atlantic Ocean. The major objectives of the project are to introduce and evaluate ne w chemical and biological techniques and tools to assess the occurrence and distribution of PFCs in the European ecosystems, to reveal the sources and routes of PFCs, and to determine experimentally their key environmental properties. In this way a reliabl e exposure assessment of PFCs can be made as a final deliverable of the project This exposure assessment will, together with ongoing hazard assessment and toxicity testing elsewhere, enable a proper environmental risk assessment of PFCs to be made in the n earby future.
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 'Composable Models and Software for Robotics Systems'.

assistant: **Objectives**

RobMoSys will coordinate the whole community’s best and consorted effort to build an open and sustainable, agile and multi-domain European robotics software ecosystem.RobMoSys envisions an integration approach built on-top-of, or rather around, the current code-centric robotic platforms, by means of the systematic application of model-driven methods and tools that explicitly focus on (system-of-) system integration. As proven in many other engineering domains, model-driven approaches are the most suitable approach to manage integration that is intended to be “all-inclusive” with respect to technologies and stakeholder groups.RobMoSys will enable the management of the interfaces between different roles (robotics expert, domain expert, component supplier, system integrator, installation and deployment, operation) and separated concerns in an efficient and systematic way by making the step change to a set of fully model-driven methods and tools for engineering robotics systems.RobMoSys will drive the non-competitive part of building the eco-system aiming at turning community involvement into active support for an ecosystem of professional quality and scope. It will provide, based on broad involvement via two Open Calls, important concretizations for many of the common robot functionalities (sensing, planning, control in the broad sense). It will fulfill two complementary missions: (1) establish a common methodology enabling a composition-oriented approach to address complexity in robotics and face the integration burden caused by type diversity, target diversity and platform diversity; (2) stimulate and boost an ecosystem of methodology-based toolchains that supports the interaction of separated roles.RobMoSys is designed for widest inclusion - from the very beginning and
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 'State of the Art and Innovation' section for a Seventh Framework proposal on 'Development of extraction process for removal of pigments and additives for recycling of polymers'.

assistant: **Innovation**

Production of PE in Western Europe alone is 13.5 million tonnes p.a. The scrap PE from this production is 15% scrap of which 35% is coloured; creating 709 000 tons of off-spec material. The price on off-spec PE is €1050/ton, indicating a European industrial waste PE recycling market €744M p.a. only in Western Europe. The annual production world wide of 60 mill. tons PE indicates a world wide market of €3,3 Bn. As of today, there is no technical solution available that has the ability to remove pigments and other selected additives from the recycled material. The prospect of a technology enabling removal of pigments and selected additives from scrap opens up a range of possibilities in terms of quality of, and applications for recycled material. In addition, it would have a large impact on the need for virgin material and thus, raw material consumption. The overall technological aim of the project is the development of a controlled supercritical fluid extraction unit that quickly and efficiently removes pigments and selected additives from waste polyethylene. Among the drivers are European Commission directives such as 2004/12/EC Packaging and packaging waste, in addition to the strategy on prevention and recycling of waste. Today, China is a large player on the scrap market, buying enormous volumes. China has reduced imports of virgin resin by importing recycled and scrap polymer, increasing the amount of domestic recycling. China is the world’s largest polyethylene customer, importing 5.65tonnes in 2005, which was well below expectations due to the imports of recycled and scrap polymer. By increasing quality and value of scrap material, less will be exported to China, forcing China to buy virgin at higher price, increasing the competitiveness of European Recyclers by p
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 Europe proposal for the project 'EUropean DIgital Twin Ocean phase 2'.

assistant: **Objectives**

EDITO (European Digital Twin Ocean) enters Phase 2 with a bold vision to scale up its capabilities, broaden its user base, and establish itself as the cornerstone for co-creating the European Digital Twin Ocean (EU DTO). Central to the EU Mission ""Restore our Ocean and Waters,"" EDITO aims to empower decision-makers, researchers, and communities with cutting-edge tools and actionable knowledge, fostering collaboration across public, private, and civil society sectors.In Phase 1, EDITO validated its potential by integrating diverse data, models, and tools, collaborating with leading marine initiatives such as EMODnet and Copernicus Marine Service. Building on this foundation, Phase 2 will expand the platform’s reach, ensuring accessibility for non-experts while enhancing its services for researchers and institutional contributors.The service model comprises three tiers, explore, create and contribute for addressing the needs ofnon-expert users, researchers, institutions and businesses.Key initiatives include scaling the cloud-native infrastructure, integrating high-resolution data into a unified Core Catalogue, and implementing robust validation for third-party contributions. Phase 2 will also drive community engagement through Horizon Europe collaborations, open calls, and outreach activities like hackathons and innovation challenges. EDITO aligns with global initiatives, including the UN DITTO Program and Destination Earth, ensuring interoperability and adherence to international standards. It supports the development of tailored ""local twins"" in Lighthouse Areas, addressing regional ecosystem and climate needs. By 2030, EDITO envisions a fully operational DTO platform, serving as a global benchmark for digital ocean solutions. With a user-centric approach and commi
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 'Polymer Electrolytes and Non Noble Metal Electrocatalysts for High Temperature PEM Fuel Cells' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

The objectives of the APOLLON-B consortium are the development of materials for High Temperature PEMFCs, functional at temperatures 130-200oC. Their application will permit their efficient operation under H2/H2 re-formate, aiming to power densities of 0.5W/c m2 at cell voltage between 0.5-0.6V and significantly reduced manufacturing cost of MEAs.The accomplishment of these objectives will be succeeded by:(1) Further development, optimisation and novel synthesis of HT polymer electrolyte membranes.Three types of novel PEMs will be developed:(i) H3PO4 doped PEMs based on polymers and polymer blends containing imidazol or pyridine groups in their main chain,(ii) polymers containing polar groups with high pKa (>7) that bound H3PO4 strongly,(iii) Strong base doped membranes based on imidazol groups containing polymers,(iv) Non-doped self sustained Organic acid-base composite electrolytes with operating temperatures above 150oC and(vi) SiWA/Ormolyte type ureasil membranes.(2) Development of non-noble electrocatalysts Non Pt containing electrocatalysts are proposed both for acid and base doped PEMs. Fot the acid doped membranes Cu/CeO2 or Cu/MnO2 supported anode electrocatalysts (active and quite stable in H2SO4 solutions) and WC or other metal carbides combinations can be considered as candidates for anodic materials, while Fe or Co based electrocatalysts of the FeNx/C type exhibit similar electrocatalytic activity to Pt/C for O2 reduction. The concept of the base-doped PEMs allows for the proposal of alternative electrocatalytic materials, like H2 storage alloys of AB2 (ZrNi2) or AB5 (LaNi5) type as anodic and perovskites LaNiO3 or LaSrCoFeO as cathodic electrodes.
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 'Secretariat of the technology platform for the electricity networks of the future SmartGrids-ETPS' (SMARTGRIDS-ETPS) targeting Seventh Framework.

assistant: **Abstract**

At the end of 2005, the main stakeholders in the area of Smart Electricity Networs (SmartGrids), including the European Commission, established the European Technology Platform (ETP) of the Electricity Networks of the Future SmartGrdis. As a result of a call for proposals to support the establishment and running of European Technology Platforms (call FP6-2005-ENERGY4) the European Commission provided financial support to the Platform secretariat for contract duration of 30 months awarded to ZABALA (ZABALA) (coordinator of the previous and present secretariat). In June 2006 the first formal tasks started with a secretariat that provided managerial, administrative and communication support to the SmartGrids ETP. Presently, the objective of this proposal is to provide continuity to the work of the secretariat, with better matching to the ETP needs and challenges ahead, in terms of efficient, impartial and transparent management of platform activities, projects and communication strategy and so contribute to achieving the statutory platform objectives and ensure their highest quality. The four main activity lines of the secretariat are: • Support to the main bodies that are part of the internal structure of the SmartGrids ETP: SmartGrids Forum and Mirror Group with the organisation and management of periodic meetings. And internal communication exchange. • Generation of high quality results supporting in the definition, management and development of public results. • Support in the implementation of a communication strategy based around an information centre (public internet site), yearly conferences, newsletters, participation in other conferences and direct cooperation with the European Commission. • Implementing monitoring activities and quality control reviews of platfo
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 'State of the Art and Innovation' section for a Seventh Framework proposal on 'Exact Results in Quantum Field Theory'.

assistant: **Innovation**

Quantum field theory (QFT) is a unified conceptual and mathematical framework that encompasses a veritable cornucopia of physical phenomena, including phase transitions, condensed matter systems, elementary particle physics, and (via the holographic principle) quantum gravity. QFT has become the standard language of modern theoretical physics.Despite the fact that QFT is omnipresent in physics, we have virtually no tools to analyze from first principles many of the interesting systems that appear in nature. (For instance, Quantum Chromodynamics, non-Fermi liquids, and even boiling water.)Our main goal in this proposal is to develop new tools that would allow us to make progress on this fundamental problem. To this end, we will employ two strategies.First, we propose to study in detail systems that possess extra symmetries (and are hence simpler). For example, critical systems often admit the group of conformal transformations. Another example is given by theories with Bose-Fermi degeneracy (supersymmetric theories). We will explain how we think significant progress can be achieved in this area. Advances here will allow us to wield more analytic control over relatively simple QFTs and extract physical information from these models.  Such information can be useful in many areas of physics and lead to new connections with mathematics. Second, we will study general properties of renormalization group flows. Renormalization group flows govern the dynamics of QFT and understanding their properties may lead to substantial developments. Very recent progress along these lines has already led to surprising new results about QFT and may have direct applications in several areas of physics. Much more can be achieved.These two strategies are complementary and interwoven.
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 'New Approaches in the Conservation of Contemporary Art' (NACCA).

assistant: **Innovation**

The importance of European cultural heritage has been generally acknowledged. A significant part of this heritage, however, modern and contemporary art, runs a great risk of getting lost for future generations, because it is particularly difficult to preserve. Proper care requires resolving fundamental questions concerning the identity and authenticity of modern and contemporary artworks and the consequences for their conservation, rethinking historically grown professional distinctions as those between the curator and the conservator, re-organizing the institutional ecosystem, and establishing frameworks for international, interdisciplinary and intersectoral research and training collaboration. The aim of this Marie Curie Innovative Training Network is to educate a new generation of professional curators, conservators and academic researchers who are properly equipped to face these challenges. The key notion guiding the research and training programmes will be the notion of reflective practice. Starting from the theoretical framework of practice theory, the research programme will investigate conservation practices through the comparative analysis of their impact on modern and contemporary artworks’ biographies. The training programme will focus on the development of a reflective professional attitude, which is a pre-requisite in this increasingly complex and collaborative field.


**Keywords:** Cultural Heritage,  Contemporary Art,  Conservation Theory & Ethics,  Reflective Practice,  Authenticity,  Valuation,  Artist Intentions,  Documentation,  Professional Roles,  Stakeholders & Audiences
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 'State of the Art and Innovation' section for a Fifth Framework proposal on 'Superstring theory'.

assistant: **Innovation**

The main activities in the proposal relate to the appointment of young researchers who will contribute to, and gain experience in, the research objectives. The training activity will take the following form:1) Experience of research in collaboration with some of the World's leading teams in a technically demanding area at the forefront of research in theoretical physics.2) We have set aside specific funds for the purpose of ensuring the interchange of young researchers between the nodes in order to help with collaborative aspects of the project.3) Participation of young researchers in annual Network Advanced Schools/Workshops with emphasis on the Delivery of research results by the young researchers.4) Advanced courses of lectures both at the Network meetings and in the participating nodes. Young researchers will be encouraged to attend such lecture courses.5) Research students within the Network will also participate in the Advanced Schools/Workshops.