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 'Ancient Drivers of Adaptations in Plant Traits'.

assistant: **Innovation**

The world has recently seen the worst wildfires in human living memory, including the ongoing siege of California wildfires and 2019-2020 Australian bushfires, which burnt 72,000 square miles. Predictions that global warming will enhance the number of high fire risk days in fire-prone regions highlights the importance of understanding the relationship between plants, climate and fire. Plants that live in fire-prone regions often possess distinctive traits that allow them to thrive following wildfires. However, it remains a major ecological debate if such trait acquisition has actually been driven by fire itself. To understand the drivers of trait acquisition and their continued function in modern ecosystems, we have to look to the past. ADAPT will examine the evolution of the earliest proposed fire-adapted trait, branch shedding in conifers, which emerged in the Permian (280 Mya). To date no research has established the conditions surrounding the origin of this important trait. Therefore, whether this trait emerged as a response to fire or the otherwise changing climate is unknown. ADAPT will test the hypothesis that fire-proneness is a prerequisite for the evolution of fire-adaptive traits, where it will uniquely examine whether a shift in fire-regime post-dates the appearance of branch shedding, suggesting that the trait was the result of multi-agent selection co-opted to improve fitness of some conifers; or prior to the evolution of branch shedding, suggesting that the trait evolved in response to selection by fire and that fire has been a selective force over 100s of millions of years of Earth history. Fire-adapted traits are what continue to ensure survival of plants in Earths fire-prone ecosystems. As such, the results of ADAPT are critical if we are to understand
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Fourth Framework proposal on 'A compact, portable and economical high power inductive energy storage generator - development and application'.

assistant: **Innovation**

Foreseen ResultsThe proposal is to set a first step collaboration based on a sound theme. It will carry out the research and development necessary to lead to a developed product but the collaboration will emphasize the sharing and transfer of expertise and technology from multiple directions rather than on the achievement of creating a single product. In addition, the background of the partnership is such that a full comparative study of the new processing methodology and more traditional methods of surface engineering with plasma and ions will be carried out.The project will involve 8 partners in 6 countries, including both educational and government research establishments as well as industry directly. The interaction with industries and laboratories active in the end use envisaged will allow the specifics of the generator to be much better developed for the intended work at the next phase, before being transferred for practical implementation in a product suitable for the industry.The proposal is to try to utilize plasma opening switch technology to produce a small, economical and portable high voltage pulsed power unit for the production of high energy ion beams. The primary aim is to develop this portable and cost effective unit, which is based on highly efficient inductive energy storage principle, specially for a range of technological issues. The work will focus on one special area of application, on near surface engineering with high energy ion beams. The emphasis is on proposed adaptation of improvement on opening switch technology to allow a system to be built with a voltage multiplication factor of 20 and higher. The focus on the generator is to concentrate on producing a portable unit of low maintenance requirement, and therefore satisfy the economics of a
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 'Plasma-assisted catalysis for the removal of volatile organic compounds from waste streams and the reforming of hydrocarbons' (PLASCAT) targeting Sixth Framework.

assistant: **Abstract**

The suitability of technique of plasma-assisted catalysis for the destruction of pollutants in waste gas streams and for the reforming of hydrocarbons into higher value fuels and feedstocks will be investigated. Both techniques have been shown to be successful in achieving these goals but it is anticipated that the synergy of combining these two techniques will bring about benefits in terms of enhanced energy efficiency and more sustainable solutions to current environmental problems which are more than t he sum of the individual components and one aim of the project is to gain a fundamental understanding of this synergy particularly at a molecular level. Spectroscopic methods will be employed to determine the full range of end products for the plasma remediation together with complete characterisation of catalyst materials.This information will be used to extend our computer-based modelling of plasma processing by incorporating the effects of catalytic surfaces on the chemistry. This will identify the key processes involved in plasma-assisted catalysis allowing us to develop fundamental molecular mechanisms via the modelling that can be used both in an interpretative and predictive mode.
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 'Novel Indicators for identifying critical INFRAstructure at RISK from natural hazards' under Seventh Framework.

assistant: **Concept**

The achievements of the European Union targets regarding energy and socio-economic sustainability are highly dependent on the way risks and vulnerabilities of European operating infrastructure networks and critical assets are minimised against natural extreme events.  The INFRARISK project will develop reliable stress tests on European critical infrastructure using integrated modelling tools for decision-support. It will lead to higher infrastructure networks resilience to rare and low probability extreme events, known as “black swans”. INFRARISK will advance decision making approaches and lead to better protection of existing infrastructure while achieving more robust strategies for the development of new ones. INFRARISK proposes to expand existing stress test procedures and adapt them to critical land-based infrastructure which may be exposed to or threatened by natural hazards. Integrated risk mitigation scenarios and strategies will be employed, using local, national and pan-European infrastructure risk analysis methodologies. These will take into consideration multiple hazards and risks with cascading impact assessments. The INFRARISK approach will robustly model spatio-temporal processes with propagated dynamic uncertainties in multiple risk complexity scenarios of Known Unknowns and Unknown Unknowns.  An operational framework with cascading hazards, impacts and dependent geospatial vulnerabilities will be developed. This framework will be a central driver to practical software tools and guidelines that provide greater support to the next generation of European infrastructure managers to analyse and handle scenarios of extreme events.  The minimisation of the impact of such events by the supporting tools shall establish optimum mitigation measures and rapid respon
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 Seventh Framework proposal for the project 'Equilibrium and Stability of Flowing Plasmas'.

assistant: **Objectives**

The purpose of the project is to study the stability of plasma in astrophysical objects and in nuclear fusion relevant condition in magnetic confinement devices. The first part of the project will involve the modeling of equilibrium properties of the objects under consideration, a necessary step for the stability study. Our work will then focus on macroscopic instabilities that develop in the plasma interior or at the plasma edge.The two key elements that will be considered in the project are macroscopic plasma rotation and non-fluid “kinetic” effects (due to the fact that ions and electrons in a magnetic field are forced to move in helical trajectories, thus behaving very differently from uncharged particles, e.g. molecules in an ordinary fluid).The main contribution of the proposed work to the plasma physics area of research is that rotation and kinetic effects will together and self-consistently. This is in contrast to the common practice, to ignore one or both of them, or to treat them perturbatively. The current understanding is that both effects can change considerably the stability of plasmas, but a complete model is missing.
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 a compelling abstract for 'Circuit mechanisms of cortical predictive learning' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

To perform sensory guided behaviors, animals need to distinguish self-generated and externally generated sensory inputs. Predictive processing theories propose that the brain does this by learning to predict sensations caused by self-motion. The key signals thought to drive this learning are prediction errors: differences between predicted and actual sensory input. My previous work shows that neurons in the primary visual cortex (V1) compute visuomotor prediction errors, and that prediction errors activate the locus coeruleus, a brain-wide neuromodulatory system. We will now investigate the circuit and neuromodulatory mechanisms underlying the learning of sensory predictions, using V1 as a model. I hypothesize that input to V1 from higher order cortical areas undergoes plasticity during self-generated sensory feedback. This plasticity should be driven by prediction errors in V1 activity, modulated by locus coeruleus output, and improve detection of externally generated visual flow during self-motion. We will test this hypothesis using innovative methods, including a multimodal virtual reality system and a novel object detection task, combined with in vivo whole cell recordings, two-photon imaging, and optogenetics. The specific aims are to (1) investigate how prediction errors are communicated between the locus coeruleus and the cortex, (2) decipher the mechanisms of predictive plasticity within the V1 circuit, and (3) assess the behavioral relevance of this plasticity. The knowledge gained will have a fundamental impact on our mechanistic understanding of predictive learning in the cortex and the role of neuromodulation in this process, which will have significance for 1) understanding conditions in which the processing of self-generated sensory feedback is thought to
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 'FOREST Clusters Development and Implementation Measures of a 6-Region Strategic Joint Action Plan for Knowledge-based Regional Innovation' (IN2WOOD).

assistant: **Concept**

IN2WOOD deals with the challenges of a sustainable European forest management and tackles crucial questions in the RTD environment of the forest-based sector. Wood shall be further established as one of the main renewable resources and the added value of forest in terms of economic and innovative value and quality of life shall be further improved. Aiming at the promotion of crosscutting research on these values, forest clusters of 6 European regions – Styria (Austria), North-Rhine Westfalia (Germany), South Tyrol (Italy), Banska Bystrica (Slovakia), Grisons (Switzerland), and Carpathia (Ukraine) - have joined forces to elaborate a Joint Action Plan for the future coordination and strengthening of their complementary RTD potentials. The project aims at 5 general objectives for forest sector development: (1) to enhance Wood Production, (2) to strengthen Technological Innovation Systems, (3) to develop Competence Awareness, (4) to optimize Logistics, (5) to build up Information Systems. The Joint Action Plan, delivered at mid-term of the 3-year project, collects sets of regionally adopted, coordinated strategies for future collaborative RTD-activities in these 5 thematic fields. Measures towards the implementation of the JAP will be taken in phase II in the form of “pilot concepts”, which define specific partnerships, plans and funding schemes for innovative follow-up projects. IN2WOOD builds upon existing bilateral cooperation between regions, sharpens their complementarities and promotes further synergies. Fostering stronger networking, knowledge exchange and cluster formation among stakeholders within and between the partner regions, the project's mentoring also reaches out to important forest regions in South Eastern Europe, where the consortium will strengthen existi
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 'Liaison Network For Cancer Prevention, Care And Diagnosis On The Web' to be submitted under Fifth Framework.

assistant: **Abstract**

In spite of the progress achieved in research and prevention, cancer remains the second cause of death by disease in Europe. A great impact in successfully fighting this disease may be achieved through the use of new methodologies to improve the diagnostic phase and through the dissemination of information to citizens. The World Wide Web represents the easiest existing infrastructure where all the above-mentioned aspects can be made accessible and integrated. The aim of the project is to validate an integrated web system offering telemedicine services addressed to health professionals and services addressed to general practitioners and patients/citizens.Objectives:WEBLINC will validate web-based telemedicine tools, including telepathology applications for on-line live consultations, built on a high-end, interactive videoconference system providing real-time video, still images and audio transmission. The tools will be based on the Wavelet transform, implementing the JPEG2000 standard in course of release. Telemedicine tools will be integrated within a web-site, with the aim to define a real interactive European Portal for Oncology (WEBLINC) which will also offer services for patients/citizens, including all the already available information of possible interest. Validation will be done both technically and from a strictly medical point of view. The business objective will be to verify the model of sustainability which will enable to offer a social service to patients/citizens totally free of charge for them as it will be sustained by the profit derived from the business service addressed to health professionals.Work description:The technical validation will evaluate:bandwidth requirements;transfer time of files;time delays in application sharing;quality in videoconferen
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 'MUlti-Source TermInal Kernel' to be submitted under Fifth Framework.

assistant: **Abstract**

MUSIK will analyse in depth the market and the industrial and technological situation of positioning applications and will draw a picture of the economical, industrial, legal and institutional environment. A thorough assessment of the technological evolution by 2010 will be made. MUSIK will identify research objectives and propose an RTD roadmap. Considering the technological outcomes, the project will establish comprehensive recommendations in order to define a technology platform based on a generic architecture able to tackle all kind of positioning applications, to use multi source positioning services and to promote the creation of standards. These recommendations will be assessed, refined and validated by a set of European experts from Industry or from European Institutions or Member States selected for their complementary background and their representativeness.Objectives:MUSIK objective is to propose an RTD roadmap and the accompanying methods for the development of generic receiver architecture for the 3 main classes of positioning applications (Consumer, Professional and Safety of Life).To that aim, MUSIK will:- analyse in depth the market, industrial and technological situation of positioning applications, and set up constructive recommendations;- define a technology platform based on a generic multi source receiver architecture able to tackle all kind of positioning applications and to promote the creation of standards;- assess the technological evolution by 2010:- on satellite navigation infrastructures (GPS, GLONASS, EGNOS, GALILEO) and terrestrial systems;- on user equipment both in terms of hardware features and software development methods.Work description:MUSIK includes 2 main tasks to be carried out: the Economical and Legal Survey and the Technical Is
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 'Scalable and Eco-friendly Bioproduction' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Core Biogenesis uses plant-based expression systems for the very large-scale and high-quality bioproduction of pharmaceutical-grade recombinant proteins. The latter are used as growth factors (GF) in synthetic cell culture media for clinical and commercial scale biomanufacturing of cell therapy. The company has developed a novel advanced proprietary bioprocess integrating breakthrough innovations overcoming major technical issues of plant systems by offering a 25-fold yield increase and a 10-fold cost reduction. Its biomanufacturing platform will enable Core Biogenesis to fully exploit the great potential of plants for large and scalable production capacity as plants are well known to be the most promising system for production upscaling.  Core Biogenesiss ambition is to position itself as the European leader in plant-based biomanufacturing by 2025.
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 'Decentralised Citizens Owned Data Ecosystem' (DECODE) targeting Horizon 2020.

assistant: **Abstract**

Today’s Internet is becoming increasingly centralised, slowing innovation and challenging its potential to revolutionise society and the economy in a pluralistic manner. DECODE will develop practical alternatives through the creation, evaluation and demonstration of a distributed and open architecture for managing online identity, personal and other data, and collective governance in a citizen-friendly and privacy-aware fashion. Strong digital rights that makes it possible for data subjects to determine access rights to their information through flexible entitlements and open standard-based agreements regarding data governance (on the model of Creative Commons licenses) will be woven into the technological architecture.DECODE will increase digital sovereignty of European citizens by enabling them to produce, access and control their data and exchange contextualised information in real-time, and in a confidential, and scalable manner. DECODE will develop a modular privacy-aware IoT hub with a free and open source operating system backed by a state of the art blockchain infrastructure supporting smart-contracts and privacy protections.The architecture will be demonstrated through four pilots in Barcelona and Amsterdam, in the field of digital democracy, citizen sensing, and collaborative economy. The pilots will be run with the active involvement of social entrepreneurs, hackers, and makers. Innovators will be able to build solutions on top of the platform through hackathons and open challenges, while ensuring their security, resilience and privacy preserving qualities. This aims to create a decentralised innovation ecosystem that will attract a critical mass able to shift the current centralised data-driven economy towards a decentralised, sustainable and commons-based e