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: Describe how 'Collaborative evaluation of rehabilitation in stroke across Europe' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

A prospective longitudinal study to examine the impact of rehabilitation on the pattern of recovery after stroke (4 centres across Europe). Variations in case mix will be corrected using multiple logistic regressions. Several aspects of recovery will be assessed on an agreed protocol at admission in the rehabilitation centres, at discharge, at 2, 6 and 12 months after stroke. Nature and amount of therapy offered will be documented, on matched patients. Entire treatment sessions will be videotaped. Amount, content and context of therapy will be documented with time sampling and related to recovery. Finally the analysis of management, staff characteristics and physical environment will allow to determine which services offer optimal therapy at what input of man-hours. This study will allow to identify ways of improving the rehabilitation services for stroke patients and as a result enable people to cope better with disability.
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 'Tackling the quality in solar rural electrification - target action C' (TAQSOLRE).

assistant: **Concept**

- To identify the technical problems linked with the social acceptance of solar rural electrification in developing countries- To establish technical parameters that permits quantification of the reliability of a PV System and confidence ensuring energy delivery on a temporal basis.- To explore the mechanisms to establish local or regional quality controls in PV systems as a whole, modules, B.O.S. components, installation and service.This project will exploit two previous pre normative actions fund by the Commission, which delivered an integral standard for SHS's successfully disseminated and the qualification process associated to assess their fulfilment.- To increase the confidence in PV systems as an important tool to support sustainable development in rural areas of developing countries.
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 'Innovative e-motor technologies covering e-axles and e-corners vehicle architectures for high-efficient and sustainable e-mobility' (EM-TECH).

assistant: **Concept**

EM-TECH brings together 10 participants from industry and academia to develop novel solutions to push the boundaries of electric machine technology for automotive traction, through: i) innovative direct and active cooling designs; ii) virtual sensing functionalities for the high-fidelity real-time estimation of the operating condition of the machine; iii) enhanced machine control, bringing reduced design and operating conservativeness enabled by ii); iv) electric gearing to provide enhanced operational flexibility and energy efficiency; v) digital twin based optimisation, embedding systematic consideration of Life Cycle Analysis and Life Cycle Costing aspects since the early design stages; and vi) adoption of recycled permanent magnets and circularity solutions.  The proposed innovations will be implemented in new series of radial flux direct drive in-wheel motors characterised by so far unexplored levels of torque density (>150 Nm/litre, >50 Nm/kg), and on-board single stator double rotor type ironless axial flux machines providing power density and specific power levels in excess of 30 kW/litre and 10 kW/kg. The solutions will address both passenger car and van applications (continuous power levels of 50 kW - 120 kW), providing competitive costs (<6 Euro/kg for a production of 100000 units/year), and leading to significant reduction of motor energy loss during real vehicle operation (>25%), and to >60% decrease of the rare earth content, including implementation of magnet recycling solutions.EM-TECH obtained the support of several car makers (AUDI and Changan UK), which will strengthen the exploitation strategy. EM-TECH will further directly contribute to the relevant European Destination and KSO C and A, by supporting the establishment of a European leadership in the
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 'Astrobiology and Space Missions Road Mapping' (ASTROMAP).

assistant: **Concept**

AstRoMap (Astrobiology Road Mapping activity) is a Coordination action that aims at providing the European Planetary Science Community with a road map in space science and astrobiology. The goals of the project are: (i) to pose big scientific questions that could be answered with the help of space missions, and (ii) to identify according space missions to be developed in future programs. Project work include the organization of expert panels and international workshops open to the scientific community in order to discuss about those big questions and the science objectives that could be accomplished by space missions. The main deliverable would be a road map which will include, at least, the following aspects: the identification of a minimum number of missions, ordered by priority, which could shed light over the questions identified as the big challenges for the next decades of space exploration; the evaluation of the technological challenges on the space mission aspects as well as the identification of Earth Analogues to test scientific hypothesis and instrumentation. The last aspect will establish the synergies and links with the terrestrial (extreme environments) side of the project with important social benefits. The driving force of the work will be the identification of next generation technologies for space missions which could also be used for new industrial applications on Earthas socio-economicreturn. Finally, the last but not least aspect would be the involvement of the private sector which would be the main actor for new industrial technology developments to become real. AstRoMap will provide the ideal scientific and technical environment to fully analyse the new technological developments and instruments for preparing the next generation of space missions.
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 'A companion magnetic sensor for in operando detection of magnetic biosynthesis in cancer and neurodegenerative models' under Horizon Europe.

assistant: **Concept**

Iron is essential for all life forms as it is a core component of many vital metabolic processes. In humans, iron homeostasis is controlled by sophisticated processes regulating its storage, transport, and export. More recently, the role of iron in diseases also emerged with ferroptosis being a form of cell death that is implicated for instance in the onset and progression of cancer or neurodegenerative disorders. Here, we focus on another intriguing type of iron in the body: the magnetic iron, which seems to be involved in both homeostasis and crippling pathologies, but which goes largely unnoticed to date. And yet, the presence and role of such biomagnetic iron offer a significant opportunity for novel therapeutic approaches. One explanation as to why this an unmet need most certainly stems from the lack of existing technologies that can detect the signature of biomagnetic iron in live human cells in real time. The solution brought by BioMag PoC project is to make possible the in operando monitoring of intracellular biogenesis of magnetic iron in human cells, in advanced cancer and Alzheimers models. To do so, the project proposes a unique (ultra)sensitive magnetic sensor integrated with bioreactors to enable the real-time measurement of magnetic nanoparticles biosynthesis in the cellular environment. The usefulness of this device goes well beyond the scope of our main ERC research, as it can have a significant impact on (i) identifying novel therapeutic approaches to diseases by detecting iron-based new druggable targets, (ii) addressing key questions related to iron metabolism towards novel diagnostics, and (iii) proposing a novel type of biogenic nanomedicines.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'Evolution of plant PWO proteins and their function: a synthetic biology approach'.

assistant: **Concept**

The Polycomb Group (PcG) proteins ensure the accuracy of developmental processes and maintain cellular identities in both plants and animals. Among the PcG proteins, Polycomb Repressive Complex 2 (PRC2) establishes the repressive state of targeted genes by introducing the H3K27me3 epigenetic mark. Recently, a novel PWWP DOMAIN INTERACTOR OF POLYCOMBS 1 (PWO1) protein has been identified as a recruiter and regulator of PRC2. PWO1 may also act as a mediator of PRC2 repression at the nuclear periphery (NP). Even though PRC2 orthologues are highly conserved from unicellular algae to modern plants, the PWO-like proteins do not seem to follow the same evolutionary pattern as they exclusively arise at a specific time in plant evolution, coinciding with the colonization of land and emergence of vascular systems. This poses the question of how PWO-like proteins shaped the evolution of the PcG pathway and contributed to plant evolution in a developmental context. To answer this, I plan to apply a synthetic biology approach with the aim to assess the impact of PWO-like proteins on PWO-less species, particularly to understand whether PWOs can reprogram PRC2 epigenetic activities. Furthermore, the inspection of ancestral PWOs functions in modern plants will provide essential information regarding the conservation of their activity, for instance, the PWO-mediated link of chromatin repression to the NP across the species. Lastly, the exploration of unknown interacting partners of PWO-like proteins in both ancestral and modern plants will give insights for the conservation and functions of the PWO-related protein network in PRC2 regulation. Altogether, this project will shed light on the potential mechanisms underlying the enrolment of PWOs function in developmental epigenetics during
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 'New STANDards for seismic assessment  of built cultural HERITAGE' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

STAND4HERITAGE ambitiously engages in introducing new standards for safeguarding built cultural heritage for the next generations, which is a major societal demand. Due to its large diversity, the accurate description of the structural behaviour of heritage buildings is still an open issue, particularly when subjected to earthquake ground motions. Among the most frequently observed seismic damage mechanisms in these buildings, the out-of-plane of masonry walls is acknowledged as the main cause for building loss and injuries to people. There are many unresolved challenges to effectively assess the out-of-plane seismic behaviour of masonry structures. First, it is necessary to understand less known phenomena in masonry dynamics, which largely influence the out-of-plane behaviour and capacity of heritage buildings. A recent blind exercise to predict the capacity of a benchmark masonry structure to resist a dynamic excitation demonstrated that, although advanced simulation tools are available, leading international researchers are still unable to consistently provide a collapse estimate. STAND4HERITAGE will address the aspects for successful development of approaches for seismic response prediction of masonry structures, integrating the necessary stages for out-of-plane assessment. It will generate novel: integrated stochastic-based models to consider the seismic signal in the dynamic response and capacity; datasets of the dynamic response evaluated after an extensive shake table testing program; numerical approaches for simulation of the out-of-plane seismic behaviour; an integrated analytical approach for out-of-plane seismic assessment of heritage buildings. STAND4HERITAGE objectives are in line with the UN 2030 agenda for sustainable cities and communities. The project
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 'NAnoparticle Fountain for TIp-based Nonlinear Interaction' (NAFTINI) targeting Horizon Europe.

assistant: **Abstract**

Quantum mechanics has been verified with high precision in atomic and molecular systems, yet its extension to macroscopic objects remains unresolved and poses major conceptual and experimental challenges. Levitated nanoparticles are uniquely suited to address this gap owing to their large mass and coherence length. Progress is limited by two challenges: (i) expanding nanoparticle wavefunctions to nanometre scales without decoherence, and (ii) coupling these expanded states to a structured potential with matching spatial nonlinearity, so that non-Gaussian features can be created, measured, and analysed. State-of-the-art optical control faces a fundamental trade-off: strong optical gradients are diffraction-limited and introduce decoherence through photon recoil.NAFTINI (NAnoparticle Fountain for TIp-based Nonlinear Interaction) addresses these challenges by combining neutral, optically prepared nanoparticles with electrostatically engineered, nanosharp tips positioned at the apex of a free-flight fountain trajectory. A dielectric nanoparticle is trapped and cooled in an optical tweezer, neutralised, launched upward by dynamically shifting the potential, and recaptured after a controlled free evolution of a few milliseconds. At the apex, where the quantum wavefunction is maximally expanded and the particle is outside the optical focus, it traverses the near field of a biased nanotip whose curvature defines the spatial scale of the nonlinearity. The architecture will be calibrated against decoherence sources and enables light-free, nanometre-scale manipulation with attonewton forces, while preserving the isolation of a neutral polarisable particle outside the immediate tip region where gradients are high. This way, NAFTINI will provide a reproducible platform for probing q
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 'EnviGuard – Development of a biosensor technology for environmental monitoring and disease prevention in aquaculture ensuring food safety' under Seventh Framework.

assistant: **Concept**

The objective of the EnviGuard project is to develop a highly specific and precise (i.e. quantitative and qualitative) in situ measurement device for currently hard to measure man-made chemical contaminants and biohazards (toxic microalgae, viruses & bacteria, biotoxins & PCBs) that can be used as an early warning system in aquaculture and as an environmental monitor to assess the good environmental status of the sea in compliance with the MSFD. It will be more cost-efficient than current monitoring devices leading to a clear marketing advantage for the European analytical and research equipment industry. The modular system will consist of three different sensor modules (microalgae/pathogens/ toxins & chemicals) integrated into a single, portable device, which saves, displays and sends the collected data real time to a server by means of mobile data transmission and the internet. EnviGuard will be able to accomplish this also in real-time for a period of at least one week without maintenance in an offshore, marine surrounding. User of EnviGuard can access their data online any time they need to. Potential fields of use are marine environment pollution monitoring, marine research and quality control in seawater aquaculture, a sector in Europe highly occupied by SMEs.  The biosensors developed in the project go far beyond the current state-of-the art in terms of accuracy, reliability and simplicity in operation  by combining innovations in nanotechnology and molecular science leading to the development cutting edge sensor technology putting European research and highly innovative SMEs in the forefront of quickly developing markets.
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 'Expected Impact' section for the project 'Device for safety and security in liquid petroleum gas systems' (Safe2LPG), addressing dissemination and exploitation.

assistant: **Impact**

LPG leakages represent both a safety and a security global issue, often causing structure fires and explosions. A total of 1170 home fires were reported in 2010 by the US National Fire Protection Association stemming from liquid petroleum gas (LPG) leakages, resulting in an annual average of 34 civilian fire deaths and 135 injuries. More than 7000 accidental fires and explosions occur annually due to LPG leaks in grills systems, resulting in more than 20,000 emergency room visits and more than 20 deaths, solely in US.The Danish SME Integrated Gas Technology ApS (IGT) will target a major market opportunity through testing and demonstrating an innovative device to detect and shut-off gas leakages in LPG systems (Safe2LPG). The Safe2LPG solution has the potential to substitute current LPG gas regulators and become a step forward for safety and security standards of residential, commercial and public buildings supplied by LPG systems. The novel Safe2LPG is an advanced and highly sensitive mechanical shutoff gas valve, capable of detecting and automatically shutting off irregular gas consumption caused by gas leaks, including very small leaks (15 cm2/h). Safe2LPG will effectively mitigate the risk of long and dangerous gas leakages, and consequently their potentially serious consequences.By ensuring and demonstrating a maximum level of safety and security, we will attain a key differentiating factor in order to gain access to the market. Initially, this will require a Phase 1 feasibility study that will give us a clear direction for our demonstration and market replication strategies. Subsequently, based on proven feasibility, in the Phase 2 we will need to generate full-scale showcases, which demonstrate the technical and economic benefits of our solution to generate enough
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 'Conductive oxide-based dispersions from non-critical raw materials for functional nanoinks' (CONDINKS).

assistant: **Concept**

Transparent conductive oxides (TCOs) inks combine high transparency in the visible and high electrical conductivity with the benefits of solution processing for printable electronics. The most promising TCO, Sn:In2O3 (ITO), is currently being replaced on the transparent conductive inks market due to supply risk of ITO. Alternatives range from silver flakes, to copper pastes, or graphene and other carbon based materials. However, the remarkable environmental stability, chemical tunability, and optoelectronic properties of TCOs remain unbeaten. Hence, it is time to invest into good alternative TCO inks from non-critical raw materials. In CONDINKS, we have identified some of the major issue, limiting the performance of TCO nanocrystals in conductive inks related to 1) their electronic structure and depletion layer formation and (2) dopant segregation. Segregated on the surface, dopants might remain inactive and, hence, do not contribute to the conductivity. Segregated in the core might result into large depletion layers. Both effects significantly influence thin film conductivity in particular on the nanoscale. The solution offered by CONDINKS is based on two objectives:1.Making conductive inks from non-critical raw materials with properties competing with benchmark systems through nanoscale dopant engineering;2.Upscaling of the produced materials, with first attempts towards reactors in aqueous-based flow synthesis processes.The breakthrough innovation of our product is immediately obvious: similar (or superior) properties to commercially available materials with lower cost and lower supply risk. CONDINKS has put together a team of researchers with industrial support to tackle the high-reaching goal to develop conductive inks based on non-critical raw materials with enhan