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 clear, measurable objectives and define the scope for the project 'Metal Microstructures in Four Dimensions' (M4D) under Horizon 2020.

assistant: **Objectives**

The goals are:1) to develop a universal laboratory-based 4D X-ray microscope with potentials in the broad field of materials science and beyond;2) to advance metal research by quantifying local microstructural variations using the new 4D tool and by including the effects hereof in the understanding and modelling of industrially relevant metals.Today, high resolution 4D (x,y,z,time) crystallographic characterization of materials is possible only at large international facilities. This is a serious limitation preventing the common use. The new technique will allow such 4D characterization to be carried out at home laboratories, thereby wide spreading this powerful tool.Whereas current metal research mainly focuses on average properties, local microstructural variations are present in all metals on several length scales, and are often of critical importance for the properties and performance of the metal. In this project, the new technique will be the cornerstone in studies of such variations in three types of metallic materials: 3D printed, multilayered and micrometre-scale metals. Effects of local variations on the subsequent microstructural evolution will be followed during deformation and annealing, i.e. during processes typical for manufacturing, and occurring during in-service operation.Current models largely ignore the presence of local microstructural variations and lack predictive power. Based on the new experimental data, three models operating on different length scales will be improved and combined, namely crystal plasticity finite element, phase field and molecular dynamics models. The main novelty here relates to the full 4D validation of the models, which has not been possible hitherto because of lack of sufficient experimental data.The resulting fundamental
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 'Mimicking the dynamic and complex ECM: designing bioprinted immune-instructive hydrogels' in the context of a Horizon 2020 call.

assistant: **Objectives**

Tissue and organ shortage is the limiting factor in treating many patients with chronic organ failure and has led to over 18 patients deaths every day just in Europe. Recreating the 3D complexity of tissues and organs is moving step-by-step from sci-fi to reality thanks to the tremendous progress in 3D printing techniques. Native tissues and organs are composed of different cells, proteins, and signaling molecules that are arranged in a hierarchical complex microenvironment, called extracellular matrix (ECM). Bioprinting has emerged as a novel fabrication technique that assembles cells-laden biomaterials in a spatially controlled manner, promising customized 3D tissue-engineered constructs for potential clinical use. One of the main challenges to clinical success is to avoid immune system rejection. The overall aim of the INKspired project is to generate novel ECM-inspired bioinks, which could further recapitulate the dynamicity and complex structure of native tissue and even modulate the immune response. By double network strategy, I will combine two dynamic hydrogel networks to control the overall mechanical and biological properties of printed constructs. The outcomes of INKspired aim to contribute to tissue bioprinting and hence the global chronic lack of tissues.My unique research background, which includes tissue engineering, material science and engineering, will allow me to carry out this multidisciplinary project. I will collaborate with the supervisors, who have a vast experience in biofabrication and biomaterials, and work at the international and interdisciplinary setting (MERLN, Maastricht University). Marie Curie fellowship will enhance the potential of my future career perspectives by providing an interdisciplinary and translational education program, emp
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 'Novel Design Principles and Technologies for a New Generation of High Dexterity Soft-bodied Robots Inspired by the Morphology and Behaviour of the Octopus' (OCTOPUS) under Seventh Framework.

assistant: **Objectives**

The octopus is a marine invertebrate with amazing motor capabilities and intelligent behaviour. Its body has no rigid structures and has interesting characteristics, from an engineering viewpoint: infinite number of degrees of freedom (dof), bending in many different directions, variable and controllable stiffness, high dexterity, fine manipulation, highly distributed control. The octopus represents a biological demonstration of how effective behaviour in the real world is tightly related to the morphology of the body.The grand challenge of the OCTOPUS IP is investigating and understanding the principles that give rise to the octopus sensory-motor capabilities and at incorporating them in new design approaches and ICT and robotics technologies to build an embodied artefact, based broadly on the anatomy of the 8-arm body of an octopus, and with similar performance in water, in terms of dexterity, speed, control, flexibility, and applicability.The new technologies expected to result from the IP concern actuation (soft actuators), sensing (distributed flexible tactile sensors), control and robot architectures (distributed control, coordination of many dof), materials (variable stiffness), mechanisms (soft-bodied hydrostat structures), kinematics models.The final robotic octopus prototype will be capable of locomotion on different substrates, of squeezing into small apertures, of dextrous manipulation by coordinating the eight arms, of anchoring in order to exert forces on external environment; of controlling a flexible structure with virtually infinite dof.This IP is expected to achieve new science and new technology, demonstrated by joint publications and patents, through a truly interdisciplinary research work programme, by a consortium of engineering and biology groups,
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 'Research initiative for Enhancing and Adapting Workforce SKILLs for Implementing TraNsport Automation with Employment Growth' to be submitted under Horizon Europe.

assistant: **Abstract**

RESKILLING envisions to implement a strategic approach, which will empower the workforce and businesses of Europe's mobility (of people and goods) sector, to effectively cope with the anticipated changes in the sector from CCAM deployment, but also to actively participate in advancing and refining the sector. For this to be achieved, RESKILLING will propose, implement, apply and validate a comprehensive approach, guided by inclusivity, co-creation, and social innovation principles, which will efficiently and sustainably coordinate a range of novel services and tools, fostering optimal adaptation of the mobility sector (covering both people and goods) to the deployment of CCAM solutions and services. This will range from analysing the socio-economic and employment impacts of CCAM across the entire value chain to facilitate businesses and workers in mitigating drawbacks and leveraging opportunities brought about by CCAM deployment. It involves innovating business models and employing mechanisms and training tools for skill enhancement and adaptation, with an emphasis on their replication and transferability potential and customized scalability for adoption throughout the EU. RESKILLING aspires to create a CCAM innovation system capable of not only generating innovation but also delivering solutions to societal challenges.


**Keywords:** CCAM, mobility of people and goods, workforce, employment & socioeconomic effects, (social) innovation, co-creation, inclusiveness, business models, re(skilling)
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 'Computational Assistants for Scientific Discovery', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Societal challenges like climate change, healthcare, and food security demand rapid scientific and technological innovation. Recently, AI demonstrated its transformative potential for biology, chemistry, and materials science. However, while AI already excels in domain-specific tasks, its role as a general-purpose research assistant remains underexplored, even though this use case could fundamentally enhance scientific discovery as a whole. This proposal aims at developing human-centric AI assistants to support researchers by addressing cognitive challenges, fostering creativity, and enabling new research across disciplines. More concretely, we will develop:(A) Structured document models to analyze and relate content within and across documents;(B) Computational methods for predicting and understanding scientific impact;(C) Hierarchical models to map the evolution of scientific concepts over time; and(D) Ideation assistants to support researchers in generating novel and impactful ideas.Our human-centric approach will focus on trust, interpretability and user agency, ensuring that AI serves as an enabler rather than a replacement for human intellect. By deploying the models via our Scholar Inbox research platform, we will provide easy access to the developed tools and evaluate their long-term impact on scientific discovery across all fields of science.


**Keywords:** Science of Science, Scientific Document Processing, Multi-Document Summarization, Retrieval Augmented Generation, Scientific Impact Prediction, Research Ideation, Scientific Concept Mapping, Science Recommender Systems
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain the overall concept, methodology and approach for the project 'Spark Plasma Sintering Nanostructured Thermoelectric Sulphides' (NANOTESULPHIDE).

assistant: **Concept**

Thermoelectric (TE) power generation, which offers potential for converting waste industrial heat into useful electricity, is foreseen to become increasingly important in the near future because of the need for alternative energy sources. How big this role is likely to be depends not only on the efficiency of TE materials but also on the crustal abundance and toxicity of their raw materials. BiSbTe intermetallic compounds, PbTe and SiGe alloys have served as the most widely used TE materials in the past half century. However, the key constituent elements, such as Te (0.001 ppm by weight), Sb (0.2 ppm), and Ge (1.4 ppm) are rare in the Earth’s crust, and Te and Pb are toxic. In this project, TE sulphides operating in the medium temperature ranges, instead of tellurides are chosen as the research starting point to explore TE materials with high figure of merit zT, which requires higher Seebeck coefficient, higher electrical conductivity, and lower thermal conductivity. A combination of band structure engineering and nanostructuring will be simultaneously investigated as an effective approach for improving TE performance. We will identify promising optimized compositions and sinter powders by Spark Plasma Sintering (SPS) to produce three kinds of TE metal (Cu, Bi, Ti) sulphides. Also, grain size and morphology controllable bulk nanomaterials will be fabricated by nonequilibrium routes, for example, melt spinning or mechanical alloying followed by SPS. The main objective of this work is to develop high performance nanostructured TE sulphides and modules to replace current commercial materials that use costly, scarce and toxic elements. Moreover, this project will help to clarify the physical mechanisms behinds the two strategies, band structure engineering and nanostructuri
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 Europe proposal on 'preFabricated deep Renovation with a modulAr Intelligent fraMe driven by autOmated and stReamlined worKflows​'.

assistant: **Concept**

FRAIMwork enhances renovation rates for small housing units through a unique, cost-effective prefabrication approach, specifically designed for small-scale, non-serial renovations. This method notably reduces renovation costs by 25% and achieves significant time savings. Effective prefabrication for non-serial small- to medium-rise renovations requires practical workflows tailored to all stakeholders.The involvement of different users and manufacturers from the project's beginning underscores a ""market-pull approach. FRAIMwork proposes the following innovations:•Developing a BIM-based digital backbone that adds value throughout the entire renovation process, integrating multi-objective optimization to balance economic, environmental, and comfort parameters.•Designing a building envelope renovation concept using circular prefabricated elements that act as carbon sinks, allowing easy installation by small local contractors with simple construction and non-sequential demounting and remounting.•Creating a visually guided installation system utilizing augmented reality and/or façade projections for installation guidance and process feedback.•Implementing a robotic system for the automatic placement of anchors, frames, and prefabricated elements.•Developing a scalable and modular on-site installation approach that combines plug-and-play boxes, decentralized envelope components, and ready-to-assemble boxes for techniques requiring on-site assembly.•Establishing realistic and innovative business models to enhance the scalability of prefabricated renovations and leverage energy communities within renovation projects.A multidisciplinary consortium, including expert centres, academic/research institutions, and industry partners, will ensure the project's successful implementation
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 'Development of an innovative and cost-efficient process for friction and wear reduction', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

​Worldwide about 100 million terajoules, one fifth of the total energy produced, is used each year to overcome friction. The largest quantities of energy are used by industry (29%) and in transportation (27%). As much as 17.5% of the energy used in road transports can be reduced by effective implementation of new tribological solutions. This equals to annual energy savings of 11.6 exajoules, fuel savings of 330 billion litres and reductions in CO2 emissions by 860 million tonnes.Triboconditioning® is a cost- effective mechanochemical surface treatment that reduces friction and wear by up to 80% and 90% respectively. The genius of Triboconditioning is its simplicity, being easily implemented in standard CNC machines, combining both surface finishing and coating in one step. Triboconditioning is a flexible process that can be applied on both industrial and automotive components. More than 50 automotive components per vehicle can benefit from Triboconditioning including geared electric drive.Applied Nano Surfaces (ANS), is headquartered in Sweden with sales offices in Germany, Czech Republic and in North America. The company’s core competences lie in tribology, industrial engineering, product- and business development as well as marketing and sales. By today, ANS has grown to a strong position, working in over 70 ongoing customer programs with corporate giants in the automotive and general industry, both OEMs and Tier1s. Major global automotive firms (Tier 1s and OEMs) are already involved in the development of this technology. Several of them have manifested their interest in participating in the testing procedures of this project. With prototypes that completed technology verification in industrial conditions Technology Readiness Level lies at 7.  We aim at piloting Trib
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 Europe proposal on 'Targeted insula stimulations as treatment for autoimmune disorders'.

assistant: **Innovation**

Inflammatory bowel diseases (IBD) are a group of chronic inflammatory conditions affecting the gastrointestinal (GI) tract, including Crohn’s and Ulcerative colitis. The prevalence of IBD has been increasing globally and almost doubled from 3.7 million in 1990 to 6.8 million in 2017, with the highest prevalence rates observed in Europe and North America (422 cases per 100,000 population). Patients with IBD suffer from chronic relapsing abdominal pain, urgency and incontinence, and depending on the severity of their presentation, are at risk of developing acute life-threatening complications (e.g., severe bleeding, fulminant colitis, perforation). Although these conditions primarily affect the GI tract, other organ systems, such as the eyes, skin, musculoskeletal system, and lungs, hepatobiliary and hematologic function might be affected as well. As of today, the etiology of the disease is largely unknown, and the current available treatments are limited in their efficiency and accompanied by significant side effects. These treatments largely target inflammatory mediators to suppress excess inflammation. These can include general immunosuppression such as high-dose corticosteroids, or more specific biological agents (e.g., anti-TNF). Patients with IBD are dependent on the lifelong administration of immunosuppressive drugs, exposing them to multiple adverse effects ranging from systemic infections to metabolic dysregulation and even cancer. Taken together, this is a systemic disease that affects many physiological systems and has a strong emotional component (). Yet, treatment with immune suppressive drugs can only alleviate some symptoms and cannot treat the source of the disease nor its broad systemic manifestations.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain the overall concept, methodology and approach for the project 'DEmonstration of concentrated SOLar power coupled wIth advaNced desAlinaTion system in the gulf regION.' (DESOLINATION).

assistant: **Concept**

The DESOLINATION project aims to couple efficiently the low grade wasted heat of two different CSP cycles to an innovative desalination system based on forward osmosis. Indeed, the demonstration in Saudi Arabia already hosts a 100kWe air Bryton cycle that will be coupled with the innovative forward osmosis desalination system developed in DESOLINATION. Moreover, to take into account the future and most efficient cycles, a 1MWe CO2 blends power cycle will be installed on site and demonstrated alongside the existing power plant. More than 2300 hours of testing are planed on site to assess the CSP and desalination technologies and optimise their efficiencies. DESOLINATION will thus provide solutions to be integrated in existing CSP plants across the region as well as an innovative more efficient coupling with a tailored made power cycle for more efficient and cost effective new CSP plants based on CO2 blends. Gathering 10 EU research centres or academic profiles, 6 EU companies with a deep knowledge of the market, and 4 academic partners from the GCC countries, DESOLINATION offers a balanced and high international level consortium, with excellent research capacities and a strong market uptake potential. DESOLINATION indeed aims to have market competitive solutions showing the potential for high wasted-heat-to-freshwater conversion efficiency as well as high CSP power efficiency (>42% at 550C) leading to an LCOE below 90/MWh and LCOW below 0.9/m3 when scaled-up at 100MW scale. The reduction of CO2 emissions per cubic meter of water desalinated would be up to 70% compared to existing desalination systems. Moreover, brine rejection being a key environmental issue, DESOLINATION will also focus on developing solutions to decrease brine rejection by up to 80%. Through the develo