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 'Development of Freely Available Predictive Models Based on Simple Chemical Descriptors' under Sixth Framework.

assistant: **Concept**

A system of optimal descriptors for modelling by means of quantitative structure property/activity relationships (QSPR/QSAR) biochemical endpoints will be developed. As representation of molecular structure, hydrogen filled graph (HFG), graph of atomic orbitals (GAO), simplified molecular input line entry system (SMILES), and International Chemical Identifier (InChI) will be examined. The GAO is an attempt to take into account atom structure in the QSPR/QSAR analyses. The GAO is an original innovation of the project.  Endocrinal activity, carcinogenic potential, toxic endpoints will be examined as objects of the QSAR analyses with optimal descriptors based on four abovementioned representations of molecular structure. Special software for prediction of these biochemical and biomedicine endpoints will be developed. This software together with detailed instructions will be available for free download at special web site. The developed tools will be very useful for the prediction of properties of chemicals, as requested by the REACH legislative initiative on industrial chemicals.
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 'Eco-friendly Frame Clips and System Brackets for a fuselage demonstrator' in the context of a Horizon 2020 call.

assistant: **Objectives**

ECO-CLIP project aims to demonstrate the technical, environmental and economic feasibility of manufacturing structural parts of aircrafts, specifically frame clips and system brackets, using recycled CF/LMPAEK obtained from factory waste. The overall approach of ECO-CLIP is to develop a short fibre recycled composite based on CF/LMPAEK, the manufacturing process for fabricating structural parts of aircraft (clips and brackets) and the welding technology for a success joining in a fuselage demonstrator avoiding fasteners. The whole product development process and manufacture technology will be validated by LCA/LCC studies. As final result, the new manufacturing processing route will be demonstrated as cost-effective and environmentally favorable by LCA and LCC studies. This can be understood in different stages:•Designing of recycling route to re-use material from factory waste•Material development: exploring different mixtures of %wt recycled %wt virgin CF/LMPAEK to accomplish the structural and mechanical requirements.•Design of manufacturing processes fulfilling the use case scenarios (clips and brackets)•Selected the joining technology for a MFFD•Assessment of developed technology through a study of ecological and economical impactThe innovation results  from ECO-CLIP project will comprise: development of a new composite material based on short fibre recycled CF/LMPAEK, optimised for injection moulding and 3D-printing, and methodology to redesign structural parts to be installed on a MFFD. These solutions will enable to validate the assessment of the technology, and the viability of the environmental and economical impact.


**Keywords:** short fibre reinforced thermoplastic, redesign, injection moulding, 3D printing, welding
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 'Quantum Systems Investigated through Tensor Network States' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Tensor Network States (TNS) are a class of variational wave functions whose number of parameters can be increased systematically in order to improve the accuracy of the approximation. In effectively one dimensional systems, such as certain magnetic insulators, TNS reproduce the macroscopic properties of the ground state by 1 part in 10 million. TNS are expected to eventually give rise to similar accuracies in higher dimensions, though, in this case, their numerical implementation is much more sophisticated.The overall aim of this action is to establish TNS as a standard tool to tackle strongly correlated systems. In order to do so, we want to show that for several outstanding problems in Condensed Matter Physics they allow to approximate the relevant wave functions with unprecedented accuracy.First, we want to use TNS to tackle realistic chiral topological systems, which are characterised by a quantised transport property and might eventually be used to build quantum computers. Our second objective is to employ TNS to describe many-body localised systems, characterised by the absence of heat transport. In particular, we want to analyse different situations that are relevant to experiments, namely heat diffusion when the system is weakly coupled to a heat bath,the effect of symmetries, periodically driven (Floquet) systems, and many-body localisation in two dimensions. Another objective is to use a simple TNS ansatz to approximate the phase diagram of the Fermi-Hubbard model, which is believed to describe high-temperature superconductivity. We expect that the simplicity of the ansatz will shed more light on the physical properties of its phases. Finally, we also want to apply TNS in High Energy Physics, specifically to Lattice Gauge Theories, describing the most fundamen
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 'Mechanical behaviour of partially and multiphase saturated chalks. Fluid-skeleton interaction : main factor of chalk oil reservoirs compaction and related subsidence' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

The compaction of chalky oil reservoirs during oil extraction induces the so-called sea floor subsidence which represents a huge problem in North Sea fields. This problem and other important ones, like the casing collapse" or the "chalk production'' are related to the mechanical properties of chalk. Overall, the rock behaviour is modified during the waterflooding, i.e. the replacement of the initial saturating fluid (oil) by another (sea water for instance). Although the subsidence is still occurring despite waterflooding, the subsidence mastering as well as (among others) the chalk production mastering is a major industrial challenge. It has consequences on the productivity and safety of oil fields. It requires to understand the actual causes of the mechanical behaviour of chalk. In fact, a lot of studies on chalk have been performed since 1982. It is clear that many waterflooding tests have been run (since Newman, 1980). However, it is only recently that the capillary effect is suspected to be the main agent of this phenomenon. Further studies have confirmed this idea. Some recent numerical models describe the chalk behaviour during waterflooding. Among these models, the recent approach of J.M. Piau demonstrates clearly the relationships between the compaction occurring during the waterflooding and the constitutive laws of the chalk. But, the explanation of the phenomenon at microscopic scale and the modelling of the mechanism is still to be completed. Obviously, no satisfactory constitutive law can be written without this deep insight of the phenomenon. The work done in the last fifteen years in unsaturated soils mechanics (triphasic medium: grains of soil, water, air) have pointed out the limits of the biphasic approach. This approach is unable to take into account
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 a project proposal abstract for 'DataStories: Making Use of Interpretive Judgments of Data Creators' to be submitted under Horizon 2020.

assistant: **Abstract**

The creative, situated, and interpretive nature of data collection is well established by scholars across disciplines. Archaeologists recording the color of soil interpret its hue differently. Library catalogers disagree on the title of a book. Collectors of plant specimens provide different kinds of information about the specimen's location: some provide coordinates, others describe landmarks, some record details of the terrain. Interpretive flexibility in data creation occurs despite the use of standardized structures and protocols to enforce consistent data. It even occurs when data is collected by computers. For example, smartphones, fitness trackers, and other devices record the number of steps users take when carrying the device. But although the recording of steps is automatic, people use these devices in flexible, creative ways: they carry them during certain activities but not others, use different devices for different activities, and so on. In the DataStories project, I argue that interpretive judgments of data creators are valuable forms of information, and we should study them and learn from them, not ignore or eliminate them. DataStories seeks to answer the following question: What can we learn from understanding the range of interpretive judgments that appear in a dataset? DataStories has three objectives: 1. To empirically investigate the alternate stories within datasets that arise from data creators’ interpretive judgments. 2. To demonstrate how the variation that arises from data creators’ interpretive judgments is valuable information. 3. To develop a methodological framework for telling these data stories.


**Keywords:** Metadata, information organization, information studies, infrastructure studies, digital humanities, data studies
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 a project proposal abstract for 'Alternative strategies for forest resources development, extractivism, agroforestry or plantations ?' to be submitted under Fourth Framework.

assistant: **Abstract**

The main objectives are defined as follows:* To understand the conditions of existence of extractivism, agroforestry and specialized plantations as three alternative models for the management of forest resources, and to estimate their potential and limitations in the context of sustainable development of forest lands.* To understand the dynamic forces and evolutionary trends of current forest resource management for the production of non-timber products throughout the region and to translate them into dynamic typologies, theories and models.* To transfer the results of this project into policies and action-guiding instruments adapted to the regional scale in order to contribute to the improvement of current forest resource management strategies and technics.* To determine and formulate the mechanisms of an integrated market information system on non-timber forest products and propose original marketing strategies as well as more efficient networking between industrial users, specially in Europe, and local producersExpected OutcomeThis project should provide recommendations for the development of acceptable models for managing forest resources constituting alternatives to deforestation and resource degradation. It should define appropriate strategies and specific technologies for implementing the extractive reserve and buffer zone concepts through the development of non-timber forest resources management for local income generation. It should also help devising technical and policy recommendations to promote complex agroforestry models that achieve full integration of forest and agricultural production, able to challenge the conventional model of specialized plantation commonly developed for the cultivation of forest products.The key activities involve:* Field studies on
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 Sixth Framework proposal on 'Sustainable Energy Specific Support Assessment (SESSA)'.

assistant: **Concept**

SESSA consists in creating and managing a scientific energy technology regulation forum. It aims at contributing to an economically feasible, socially acceptable and environmentally friendly electricity policy in the EU. SESSA involves high-level decision-makers. Committed contributors to the forum(37 in total) include 7 regulatory authorities, 7 transmission system operators, 3 associations of energy consumers, and six large European electricity companies. SESSA groups about 20 first-ranked scholars who are also experienced with policy assessment and expertise. To nurture the forum, the leadingSESSA research institutions will address the following issues: (i) refining market design, especially power exchanges and balancing markets (ii) addressing market power and industry restructuring for sustainability and for the European consumers benefits (iii) ensuring success of EU electricity enlargement to candidate countries (iv) harmonising effective regulation, in particular concerning subsidies for renewable energies and cross-border exchanges (v) investing for sustainability, especially in terms of RTD programmes and security of supply. For all those issues, SESSA will benchmark national experiences, will identify best practices in EU and abroad and will draw guidelines for their implementation. In doing so, SESSA will deliver a contribution to the 2006 special review on electricity liberalisation as decided in the Copenhagen summit.
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 'Magnetoelectric Ultra-low-power Spin-wave Transducers', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The ability to control the magnetisation of magnetic materials by electric fields is highly desirable from both scientific and technological viewpoints. Magnetoelectric materials are materials that link electric fields to magnetic properties via mechanical degrees of freedom. Using such materials, we propose to control ultrafast magnetisation dynamics by GHz electric fields and develop novel hybrid electro-magneto-mechanical devices at the nanoscale. More specifically, we propose magnetoelectric devices that act as transducers between electrical and magnetic domains. MUST will use magnetoelectric composites, consisting of piezoelectric and magnetostrictive bilayers, to generate spin waves or excite ferromagnetic resonance using electric signals via mechanical strain. MUST will investigate geometries exerting in-plane or out-of-plane stress to achieve the highest magnetoelectric coupling and enable the most energy efficient spin wave generation and detection. Moreover, MUST intends to study magnetoelectric composites at the magnetoacoustic resonance, with the promise of a strongly enhanced magnetoelectric coupling. The targeted small lateral scale (500 nm) and high operation frequency (bandwidth above 20 GHz) bring such transducers to the frontier of ultrasound devices. Furthermore, MUST will experimentally demonstrate a novel approach for spin wave excitation by the vibration of a magnetic domain wall induced by mechanical actuation in a magnetoelectric transducer.By an interdisciplinary approach combining magnonics and ultrasound devices, as well as nanofabrication, MUST intends to enhance the understanding of the almost unexplored territory of magnetoelectric phenomena at the nanoscale and at GHz frequencies and establish a versatile magnetoelectric transducer platfor
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 'Verification for heterogeneous Reliable Design and Integration' (Verdi).

assistant: **Innovation**

Systems of Systems (SoS) are heterogeneous whereby the functionality more and more rely on the interaction and interoperability between the analogue/mixed-signal (AMS), digital electronics, software and other physical domains.To achieve the required reliability, robustness and quality of SoS, mastering the heterogeneous behaviour across domains is the most essential part during the development process. The traditional barriers between different design disciplines such as system design, verification and prototype validation should be removed, by introducing an integral system verification and validation methodology.Verdi aims at improving the design efficiency and quality by developing methods and tools to address the design challenges related to heterogeneous integration. It will link simulation-based, pre-tape-out" system analysis and verification with system validation and analysis of the physical prototype using measurement equipment, by:\tDefining an unified system-level verification and validation methodology\tSpecifying a Reuse strategy for verification IP, across and inside companies and for different product generations\tDefining a path from verification IP to validation IP, to bridge the gap between verification and prototype validationThe unified system-level verification library developed in Verdi will bring new concepts to continuously validate the SoS throughout the product creation process, based on methods to create and reuse verification components and IP such as stimuli, test-benches, analysis algorithms, etc.The Verdi methodology and library will demonstrate for safety critical automotive SoS applications: power-train, in-vehicle networking and airbag.As the methodology and library will extend industry-recognized standards (Universal Verification Me
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 'Novel metal clusters in protein clefts' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

The assembly, structure, and properties of novel iron and other metal nano-clusters in the cleft of the protein bacterial transferring will be investigated. The work is of high significance for understanding iron uptake by pathogenic bacteria and the mechanisms of bio-mineralization. Small protein-bound oxo iron clusters are of potential importance in the design of novel materials with unusual magnetic and catalytic properties, and of novel antibiotics. This bioinorganic chemistry project will be highly interdisciplinary, crossing the boundaries of inorganic chemistry, biology, biophysics, medicine and materials science.The host institution is well equipped with state-of-the-art equipment and facilities for the proposed project either directly within the School of Chemistry in Edinburgh or in associated centres, e.g. Edinburgh Protein Interaction Centre (EPIC), Institute for Cell and Molecular Biology (ICMB), Scottish Centre for Genomic Technology and Informatics (GTI), Collaborative Optical Spectroscopy and Micromanipulation Centre (COSMIC), Institute for Integrated Micro and Nano Systems (IMNS), Centre for Science at Extreme Conditions (CSEC), and the Interdisciplinary Research Centre in Proteomic Technology (Radical Solutions for Researching the Proteome, RASOR). Mobility to the host country under the supervision of Professor Sadler and visits to the laboratories of European collaborators will provide the applicant with unique training for an independent future career in academia or industry.The applicant will learn to establish a programme as an independent research worker, acquire new cutting-edge skills, participate in multicultural research teams, experience the benefits of cultural diversity and acquire an international profile for his career. The project will h