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: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'European E-Infrastructure Services Gateway'.

assistant: **Innovation**

EInfraCentral's mission is to ensure that by 2020 a broader/ more varied set of users (including industry) benefits from European infrastructures. A common approach to defining and monitoring e-infrastructures services will increase their uptake. It will also enhance understanding of where improvement can be made in delivering services.  The challenge is to shift towards an e-Infrastructure ''market place'' to initiate new service offerings and to engage with a broader set of users and needs. This will be achieved through an exchange of know-how between e-infrastructures consultations with a broad range of existing or potential users. EInfraCentral will pursue 3 specific objectives: 1. Structure an open and guided discussion between e-infrastructures to consensually define a common service catalogue 2. Develop a one-stop shop portal for users to browse the service catalogue and enhance the monitoring of key performance indicators that focus on availability and quality of services and user satisfaction 3. Draw policy lessons for a future European e-infrastructure market place as an extension of the common service catalogue and portal (incorporating a larger number of e-infrastructures). Key highlights of the proposal are: 1.A multidisciplinary team combining technical knowledge & insights from the e-infrastructure community with independent expertise in community building consultation, policy and data mapping and monitoring 2. A co-design process that will involve funders, the e-research infrastructure community and a representative user group (incl. SMEs) 3. On-going user interaction will guide the design and development of the eInfraCentral portal (as the main entry point to European e-infrastructures services) in two phases: a prototype with a first set of services 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: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Intelligent Assistants for Flexibility Management'.

assistant: **Objectives**

The iFLEX project aims at empowering the consumers by making it as easy as possible for them to participate in demand response. A core concept of the project is the iFLEX Assistant, a novel software agent that acts between consumer(s), and their energy systems, various stakeholders and The iFLEX project aims at empowering the consumers by making it as easy as possible for them to participate in demand response. A core concept of the project is the iFLEX Assistant, a novel software agent that acts between consumer(s), and their energy systems, various stakeholders and external systems helping them to achieve mutual benefits through local energy management and DR. The iFLEX Assistants are designed to provide a common approach to enhance user experience, level of automation and personalization in a wide variety of DR and energy services. Because of different requirements of these services, the project provides a common software framework (i.e., iFLEX Framework) for developing application-specific iFLEX Assistants that are customized for the needs of particular service(s). The focus is especially on households and DR for supporting high penetration of renewables. In addition, there is a need for effective incentives and market structures that encourage consumers to invest in these innovative DR solutions. To this end, the iFLEX Assistants are customizable for different incentive and market mechanisms to allow exploitation of the solution in different countries and climatic regions, as well as, to enable A/B testing of different incentive and user engagement mechanisms with real-users. Although the focus is on electricity, the iFLEX project targets to overcome the current silo-approaches and provide holistic energy management that optimizes across various energy vectors. Co-
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain how 'Developing sustainable, high performance polyurethanes with chemical circularity' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Since the development of the first fully synthetic plastics in the early 20th century, these materials have become ubiquitous in our daily life. The production of plastics has increased considerably, reaching 368 million tons in 2019 and it is expected to double again by 2035. Today’s plastics are designed for performance, cost and durability without taking into consideration their life after use. This has resulted in an annual generation of plastic solid waste of 150 million tonnes. Tackling plastic waste problem is one of the top priorities yet most challenging objectives of the European Union, which has set ambitious policies (i.e. Green Deal) and aims to recycle 50 % of all post-consumer plastics by 2025.The design of plastics with recyclability built into their performance aiming for a circular plastics economy is gaining a lot of attention. With specifically designed monomers, reaction conditions can be used to select the direction of the monomer-polymer equilibrium. Therefore, chemical recycling to monomer presents an attractive alternative since the polymer waste is employed to close the loop in a circular economy process that recovers the economic value of the material.Through PolyRec, Dr. Ainara Sangroniz proposes to tackle this growing global challenge, by developing high-performance polyurethane (PU) plastics that exhibit a closed-loop circular lifecycle while also having performance properties comparable to those of today’s poorly or non-recyclable commodity plastics. In the outgoing phase, the fellow will develop an innovative class of intrinsically recyclable PUs at the Colorado State University under the supervision of Porf. Eugene Y. X. Chen. In the incoming phase, these will then be depolymerized into their building block monomers and repolymerized bac
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 Fifth Framework proposal for the project 'Structure- and sequence-specific recognition of platinated dna by lef-1, insights into the antitumor mechanism of cisplatin'.

assistant: **Objectives**

The present project is fairly ambitious and requires the candidate to handle DNA, proteins, as well as platinum complexes and to make extensive use of molecular modelling. Since it did not appear reasonable to recruit a candidate to whom all these four fields would be new, we sought a postdoc familiar with two domains and willing to extend his expertise to the two others. In Dr. Drumm, who has received excellent training in platinum-oligonucleotide chemistry and wishes to acquire experience in protein structure and molecular modelling, we found such a candidate. His presence will be essential for the realisation of the project. This work will allow Dr. Drumm toi) extend his expertise in DNA manipulations;ii) receive training in state-of-art NMR applications to DNA-protein complexes; iii) learn fundamentals of protein expression;iv) get acquainted with biophysical methods such as DNA foot printing and microcalorimetry, and v) get trained in modern molecular modelling techniques.
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 'Media in the face of digitalisation: Renewing capabilities and strategic thinking' (DIGISTRAT) targeting Horizon 2020.

assistant: **Abstract**

The innovative research project tackles acute questions of organisational renewal capacity and change management in the radically changing media sector. The key question is how media organisations can renew their thinking, resource bases and capabilities in order to stay competitive while addressing the challenges of digitalisation. The research is carried out by conducting qualitative and quantitative analyses based on data collected in the German media industry. The media context offers an excellent example of a dynamic business environment brought about by technological convergence, rapidly changing media usage behaviour and increasing global competition. The theoretical framework is based on modern theories of strategic management research, especially in relation to the dynamic capabilityview and the managerial cognition tradition. The combination of the two frameworks forms a unique multidisciplinary research approach that comprehensively helps European media organisations tackle organisational path dependencies and drivers of change. Understanding the factors that keep the media industry competitive is of great importance, because vital and diverse media is a key element of European democracy.The project is a pioneering piece of research into media management and opens many new options for projects and international collaboration as well as applications in other industries facing digital transformation. The unique interdisciplinary approach and research setting combined with a highly important topic of European interest remarkably improves the senior researcher’s competencies through applying new theories and analysis methods. The project also extends her teaching skills through opportunities at the host institution related to strategic management and the media se
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 'SUPPORT TO THE DEVELOPMENT AND ANALYSIS OF AN R AND I POLICY TAXONOMY AND QUESTIONNAIRE - PHASE 2' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The project’s overarching goal is to further develop the evidence base for R&I policies, which should in turn contribute to better national and European R&I policy and programme design. It builds on a first phase of development (in the H2020-funded REITER project) that saw a new knowledge management system put in place, consisting of a new survey tool and database, driven by semantic taxonomies. These were developed to enhance data collection, storage and open access. The STIP Compass portal was built on top of this infrastructure to provide public access to information on national STI policies through user-friendly interfaces for data exploration and discovery. The second phase of REITER seeks to strengthen the foundations built in the first phase – by raising the quality of data collected on countries R&I policies, linking to a wider variety of reliable complementary data and developing further dashboards. The project will also extend the types of data analysis that can be carried out and will develop new information services such as decision-support tools. These tools will be developed in the context of ongoing OECD and EC projects covering two topic areas of high policy relevance: research funding and knowledge transfer. They will be enabled by further taxonomy development supporting data discovery and guided analysis. The project also includes collecting future R&I policy information by administering the 2019 edition of the STIP survey to at least 60 territories. It will also devote considerable effort to promoting the use of STIP Compass as a central platform for policy research and advice supporting government officials, analysts and scholars among European Union (EU) and OECD member countries and within the secretariats of the OECD and European Commission (EC).
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 transformation of old industrial regions in europe. the cases of the north east of england and donetsk' (TRANSINDREG).

assistant: **Innovation**

The conference addresses problems of old industrial regions faced with coal mine restructuring. The focus will be on the cases of Don'ts (Ukraine) and the Northeast of England although there will also be contributions about the experiences of Silesia (Poland), North East Hungary, Pas de Calais (France) and some Russian regions. Special attention will be given to environmental and health issues. With respect to the North East of England, particular attention will be for lessons to be drawn for Central and Eastern Europe. The audience will be academic experts, sector specialists and representatives from politics and the business community involved in regional economic restructuring. The conference aims to strengthen academic links between the North East and partner organisation in Central and Eastern Europe.
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 'Circular Manufacturing 5.0: Human-Centred AI-aided Digital Framework for Closed-loop Photovoltaic (PV) products Value Chains' (PV) under Horizon Europe.

assistant: **Objectives**

The EU guidelines for circular production and supply chains require a strategic approach at every stage of the product lifecycle. The shift towards circularity starts with circular design principles, where the linear “take-make-dispose” model is superseded by the one that prioritizes reusability, reparability, and recyclability. CIRCMAN5.0 combines advanced industry 4.0 technologies with human-centric design principles to assess and demonstrate how waste reduction and optimization of raw material can be feasible and profitable while significantly reducing the environmental impact of manufacturing processes. CIRCMAN5.0 delivers a Human-Centred AI-aided Framework for the Photovoltaic (PV) manufacturing industry, entailing: (I) AI-driven modelling and circular-by-design simulation techniques for product design; (II) ML algorithms for dynamic production process reconfiguration; (III) A Cognitive Digital Twin environment supported by AAS models for testing and verification of manufacturing processes for efficient resource utilisation, waste management etc; (III) A Circularity and Life Cycle Assessment (LCA) Framework to help with comprehensive evaluation of the sustainability aspects of products and processes using data/feedback from AI-based process optimisation, forecasting models, energy and emissions metrics etc.; (IV) The Human-in-the-Loop (HitL) Recommendation Engine to provide actionable and explainable recovery strategies for EoL products; (V) The Digital Product/Material Passport (DPP) enabled by Distributed Ledger Technology enabling secure and trustworthy information sharing. The learning resources developed in the project will equip the EU industrial workforce with digital, circular and transversal skills. CIRCMAN5.0 will be tested in four (4) PV manufacturing in
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Programmable Active Matter' under Horizon Europe.

assistant: **Concept**

Living systems employ cLiving systems employ chemical energy to generate mechanical forces and motion, often resulting in emergent phase transitions that manifest as various spatiotemporal structures. This inherent behavior makes living systems ideal subjects for the study of nonequilibrium thermodynamics. Yet, their complexity impedes our current experimental control of their phase transitions. We propose a novel, simple, and quantitative experimental system to study phase transitions of living matter in a controlled nonequilibrium environment. We create an innovative in-vitro active system using biological components, linking a microtubule motile network to gene circuits that control the system through the local synthesis of building blocks. This will allow us to program the constituent's interactions: type, range, strength, position, and the mechanical properties of the carrying media. We offer to study dynamical phase transitions from two perspectives: (1) Internally driven nonequilibrium phase transitions defined by dynamical or nonreciprocal interactions. (2) Thermal transitions occurring within a nonequilibrium environment. We will establish this system by studying microtubules active flow hydrodynamics and pattern formation driven by gene circuits (Aim 1). We will also program local interactions that defy Newton's third law and study their emergent collective dynamics (Aim 2). Lastly Study phase transition of thermal deformable soft objects mechanically interacting with microtubules flows. (Aim 3). Our innovative approach will yield tools and insights for understanding biomaterial self-organization with broad relevance. It has the potential, in the field of physics to lead to the discovery of novel phase transitions and explain them quantitatively. In biology, i
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 'Next generation disc instability models' (1998-2002).

assistant: **Innovation**

The aim of the project is to develop the next generation of the disc instability model (DIM) based on the code available at the Observatoire Astronomique de Strasbourg. This implicit code with an adaptive mesh developed by Jean-Marie Hameury is the best and most physical one presented so far. Interacting binaries represent undoubted the best opportunity to study the physics of accretion and it is now widely accepted that the outbursts in dwarf novae and soft X-ray transients are caused by thermal instabilities in the accretion disc around the compact object. Although the DIM explains a number of phenomena observed in these systems quite well, it fails with respect to others. The limitation of the success of the DIM obviously results from our ignorance of the nature of the viscosity. Conversely, we can derive constraints for the viscosity from appropriate observations of interacting binaries. During the two years in Strasbourg, I will confront the DIM with new observations of dwarf novae and soft X-ray transients and I will modify the model considering the recent advance in our understanding of MHD instabilities, which are generally thought to be the source of viscosity in accretion discs. This will provide important clues for our understanding of the nature of viscosity which probably constitutes the most fundamental physical process connected with accretion and has not yet been understood. It is worth noting that the expected results will considerable affect not only our picture of interacting binaries but also that of other astronomical objects like AGNs and YSOs.
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 'Hypervalent Iodine Reagents: A Tool Kit for Accessing Molecular Complexity' (2007-2013) under Seventh Framework.

assistant: **Objectives**

Against the backdrop of an ever-expanding world population and increasingly limited resources, progress in chemistry, and organic chemistry in particular, is essential for the future of humanity. In the last century, transition metal chemistry has completely changed the field of synthesis. Nevertheless, it is often based on rare and toxic metals. Traditional organic chemistry, on the other hand, makes use of cheap and innocuous organic molecules but at the cost of more limited reactivity. Herein, we propose to design new hypervalent iodine reagents, which will combine the high reactivity of metals with the lower toxicity and cost of main group elements while opening new horizons for the synthesis of organic molecules.The most important impact of the project will be to accelerate the innovative circle of progress, especially for research in medicinal chemistry. An extremely useful toolbox, an ""iKit"", will become available for medicinal chemists. The optimal outcome would be a ""magic iodine bullet"", which the chemist can use to install a chemical functional group on an organic molecule of his or her choice.An added impact of the project will be greater understanding of the reactivity of hypervalent iodine reagents and their interplay with metal catalysts, leading to unforeseen applications. This understanding can lead to the development of reactions catalytic in iodine, which can be useful not only for research, but also for the larger scale production of chemicals.Based on the successful outcome of this project, an unlimited number of organic transformations will be possible in the future. Applications will not be solely limited to synthetic chemistry, as there exists the possibility for emergent development of other well-defined reagents tailored to meet the needs o