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: Draft an impact statement for 'BioWeedControl: Accelerating Europe’s transition towards a chemical-free agriculture', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

For the past four decades, weeds within agriculture have been mainly controlled through chemical herbicides but their widespread use has put great pressure on the environment, raised the number of herbicide-resistant species and partly even threatened human health. Increasing legislation, banning of chemical herbicides and opposition from farmers and citizens are forcing the agricultural industry to quickly find alternative solutions. Despite the growing demand for chemicals free herbicides, specifically in large scale row crops, today no solution has been adapted on larger scale within the market. Furthermore, no new mode of action for herbicides has been introduced since the early 1980s.Bind-X is an award-winning start-up company with the vision to improve sustainability, profitability and innovation within the agricultural industry. Bind-X offers a radically different approach to prevent weed growth. Instead of the use of an active substance to kill weeds, ""BioWeedControl” impedes weed growth by inducing a mechanical/physical layer in the soil. Based on a bio-geochemical process Bind-X technology induces a semi-permeable layer within the soil matrix. Its weed prevention performance has already been demonstrated in multiple field tests on several specialty crops in cooperation with relevant partners in the industry. With this project, Bind-X is adapting its formulations for row crop applications and scaling up its production processes to achieve target costs and application volumes.Bind-X offers a highly efficient solution to prevent weed growth, contributing towards removing thousands of tonnes of chemicals from our food chain and therewith to a more sustainable production of food. This project will further reduce the time-to-market, enable quicker international exp
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 'Evolutionary Consequences of Demographic Perturbations in Plant Populations: A Theoretical Study' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

The genetic consequences of landscape alterations are a central concern in plant conservation biology. Both the FP6 thematic priority Sustainable Development, Global Change and Ecosystems, and the EU 6th Community Environment Action Programme explicitly en courage action to investigate the interaction between genetic resources and human activities, including the development of modelling and forecasting tools.In this spirit, this project aims at developing a predictive model of the evolution of neutral and adaptive genes in plant populations subject to demographic perturbation. We will combine population genetics theory with realistic plant demographic dynamics, trying to overcome the spatial and dispersal restrictions of previous studies.To achieve so, we w ill formulate an individual-based model that accounts for non-uniform distribution of individuals in space and time, different dispersal distributions, and stochastic demography. The model will be parameterised using information from available field studies.A coalescent algorithm, conditioned on the demographic history of the simulated populations, will be implemented to estimate the effective population parameters, evaluate their evolution under demographic perturbation, and contrast the results with those obtained from simple analytical approximations. Finally, the effects of accumulating mildly deleterious mutations in small plant populations under restricted dispersal and fluctuating density will be investigated.Based on the results, we will formulate practical recommendations for conservation planning. From a training point of view, the project will add complementary mathematical and evolutionary dimensions to the applicant's current empirical background in molecular ecology.He will have the chance to develop an
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Hull Identification System for Marine Autonomous Robotics' (HISMAR) under Sixth Framework.

assistant: **Objectives**

This proposal will develop a multi-purpose inspection and maintenance platform with an advanced navigation system using Hall Effect and optical sensor technology for marine applications. The platform can be launched whenever the vessel is in port or at a nchor. The device will be able to complete its tasks partially whilst in one port and be re-launched at successive points to complete the task. The generic platform will offer the option of using targeted plug-in modules to perform specific inspection or maintenance tasks such as structural integrity monitoring of the ships hull or carrying out cleaning and waste recovery operations.This project offers a means to effectively and efficiently undertake hull inspection and maintenance thereby extending the safe working life of the vessel. Cleaning of the hull ensures the vessel maintains the lowest possible resistance which has an extremely large impact on the hydrocarbon fuel consumed. Therefore ensuring a clean and smooth vessel surface reduces vessel e missions and reduces operating costs. The proposed dead reckoning method will use optical CMOS technology, which tracks surface feature changes. Because platform slip and drift can occur, it is necessary to use known hull features to update the current p osition. With a combination of Hall Effect and CMOS based optical sensors, it is possible to create a map of the structure for the vessel, which can be intelligently learnt, stored and recalled. By saturating the hull by a localised magnetic field, Hall Effect sensors can detect subsurface strengthening struts and other hull structural features, which will be used as unique landmarks. These landmarks will be used to continually and accurately update the dead reckoning sytem so that any drift or platfo rm slip can be corre
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 'Ant navigation: understanding the resilience and self-developing nature of mini-brains in interaction with their environment.' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Organisms differ from machines in their resilience: their capacity to spontaneously recover from defects. This is because organisms, contrary to machines, are self-developing systems that change over time, like ‘a melody that sings itself’. The plastic mechanisms that enable animal and human self-development and resilience is barely known, but understanding them would profoundly impact how we apprehend brains, behaviours and their evolution. RESILI-ANT will tackle this question using the stunning ability of solitary foraging ants to visually navigate in complex environments. Ant navigational behaviours develop through stages with strong learning components, and can recover from sensory-motor alterations that would disable any machine. The advantage is that the full ontogeny of these behaviours unfolds in a couple of days, can be easily manipulated, and involves a brain numerically much simpler and better-known than any vertebrate. We will combine an ecological approach, complexity science and modelling with state-of-the-art technologies to dissect the mechanisms underlying these behavioural developmental processes. We will track ant ontogeny under different scenarios; perform straightforward manipulations to disclose the underlying rules; and use virtual reality to probe their ability to compensate for severe sensory-motor defects. In parallel, we will explore how these processes are implemented – in the light of our ever-increasing knowledge of insect circuits –  by augmenting our current neural models with network plasticity and recurrent connections between brain areas. The evolutionary causes and consequences of such plastic neural topologies will be investigated using neuro-evolution algorithms selecting for self-developing agents that forage in reconstructed envir
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 'MINEYE - EARTH OBSERVATION TECHNIQUES FOR MINE LIFE CYCLE MONITORING  USING ML-BASED DATA FUSION APPROACH' under Horizon Europe.

assistant: **Concept**

The MINEYE (Earth Observation techniques for MINe lifE cYclE monitoring using ML-based data fusion approaches) consortium consists of 13 partners from nine European countries and aims to strengthen EU autonomy in primary and secondary raw materials, at the same time as reducing environmental impact. This is done by development of innovative cost-effective, time-efficient and competitive Earth Observation (EO) based methodologies and technologies for the entire mining value chain. MINEYE will integrate EO data with other data sources such as EuroGeoSource, ProMine, EGDI and will collect new EO, remote sensing, geophysical and in-situ data. MINEYE aims at developing novel data fusion and processing algorithms for EO technologies for the mineral exploration, operational, closure and post-closure stages. MINEYE unlocks the potential of EO data, including Copernicus, commercial satellites, upcoming hyperspectral missions, airborne as well as in situ data. This is achieved by creating generic innovative machine learning algorithms tailored to solve specific needs within the mining value chain. MINEYE’s overall objective and ambition is to increase the access to critical and strategic minerals and metals in Europe with full consideration of environmental and social aspects, by providing the mining industry with proven and validated solutions for uptake of EO data and technology.  MINEYE's final product is a web-interface, IPOP (Interfacing, Programming and Optimisation Platform) for providing data and result. IPOP has three outputs each covering a specific part of the mining value chain: (1) methods for Mineral Prospectivity Mapping (2) EO plugin for LiquidEarth software for 3D modelling, (3) evaluation and maps of re-mining potential and tailings characterization. In addition
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 'Diamond to retina artificial micro-interface structures' in the context of a Sixth Framework call.

assistant: **Objectives**

Electrical stimulation of neurons is a recognised therapeutic approach for the treatment of neurodegenerative pathologies (Parkinson disease etc). These techniques could have a high impact on treatments of other pathologies like epilepsy or blindness. Available commercial devices based on metalised electrodes degrade in physiological environments and induce reactive gliosis, incompatible with fabrication of implants, where a long term stability is mandatory and a closer neuro-electronic interface is required to lower the neuronal activation threshold.The high resolution required for vision and the stimulation of graded potential neurons need complex and very precise stimulators. DREAMS propose to study and fabricate novel types of nanotransducers, based on artificial nanocrystalline diamond (NCD) that exhibits extreme biocompatibility and stability in physiological media. NCD coated and functionalised metallic electrodes or non- metalised CMOS devices will be fabricated, leading to novel active neural c ell-hybrid structures and biocompatible implants to restore a useful vision. Survival of neurons and retinal cells will be evaluated and in-vitro stability and the ability to activate neurones will be tested. DREAMS will lead to the fabrication of matrixes of Field Effect Transistors that can be validated for stimulation of the retina as well as for readout of the retinal signals in-vivo.
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 'Automatic and self regulating climatic control system' (1998-2002).

assistant: **Concept**

This project will utilise recent progress in the modelling of climate control to develop a highly advanced control system that will deliver an improved quality of live in domestic and industrial public buildings. The project will conduct further research into fuzzy logic which, if successful will permit graphical user intervention that is independent of the user language and culture. Further research and development will build on the developments in the Red Neuronal" model. This will deliver automatically adapting control system logic. When completed, the research and development will be utilised and tested in prototype form. This will demonstrate the effectiveness of the research results in delivering an innovative word class product that: Improves the quality of live for citizens in areas such as hotels, bars offices and factories."
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 'Investigating the coupling between synaptic activity and cerebral blood flow in the olfactory glomerulus in vivo using two-photon laser scanning microscopy' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Neuronal activation induces a spatially and temporally confined increase in cerebral blood flow. This neuro-vascular coupling forms the physiological basis of functional magnetic resonance imaging. Neuro-vascular coupling has been implicated as a major patho physiological factor in stroke, brain trauma, migraine, Alzheimer's disease, and aging. However, the cellular and sub-cellular mechanisms that govern neuro-vascular coupling are largely unknown. It has been hypothesised that astrocytes may convert neuronal activity into changes in vessel diameter. Indeed, glutamate released by stimulated neurons increases astrocytic calcium levels in brain slices.However, the astrocytic calcium surge may induce both vasodilation and vasoconstriction, depending on the triggering techniques and pharmacological pre-treatment. Investigating these open issues in vivo has been hampered by the low spatial resolution of most blood flow measurement techniques. Recently, two-photon laser scanning microscopy (2PLSM) has been shown to accurately and non-invasively measure capillary blood flow in vivo with high resolution. The aim of this project is to use 2PLSM to image synaptic activity in vivo in olfactory glomeruli of transgenic mice expressing pH-sensitive fluorescent proteins that are genetically targeted to the synapse, and to simultaneously measure astrocytic calcium levels and capillary blood flow using fluorescent markers.Specifically, the goal is to:1) determine the temporal and spatial pattern by which synaptic activity leads to vascular changes,2) identify the changes in vascular diameter triggered by physiological astrocytic calcium elevations and the molecular pathways that underlie them, and3) investigate how and to what extend neuro-vascular coupling becomes perturbed in aged mi
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 Fifth Framework proposal on 'Thermal conditioning of buildings by solar roof, and radiant floor, including displacement ventilation and natural skyligh'.

assistant: **Innovation**

The proposal is about a new total integrated system to thermal conditioning of buildings by and special element, named solar roof of Enercom, and with radiant flooring to thermal inner conditioning all year round,(heating and cooling). including displacement ventilation, natural light and recovery of the energy of the exhausted air by the solar roof. The solar roof is an energetic element that capture solar thermal energy for heating in winter and for cooling in summer, besides provide: domestic hot water, inner ventilation, recovery of the inner air energy and can introduce skylight in the building. The techniques of CFD will be used for the simulation of indoor airflows. A survey of pavement temperature by embedded pipes will be carry on, to analysed the surface and internal air temperatures and his correlation with energy wasted and comfort in buildings
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 'Establishing services eNhancing the Innovation MAnagement capacity of SME's in the Enterprise Europe Network in Estonia' (ENIGMA), addressing dissemination and exploitation.

assistant: **Impact**

The objective of the project is to enhance the innovation management capacity of Estonian SMEs. The action is aimed at two kinds of SMEs - beneficiaries of the SME Instrument of Horizon and SMEs with significant innovation activities and a high potential for internationalisation. For beneficiaries of the SME Instrument, the service package (the Key Account Management service) consists of identifying weaknesses in the innovation capacities of the beneficiary; identifying suitable coaches (based on the assessment in the first step) to address the identified weaknesses and moderating the coach-client relationship; and accompanying the beneficiary through the SME Instrument project. The service packages outside the scope of the SME Instrument (the “Enhancing the innovation management capacity of SME's” service) consist of carrying out a diagnostic audit of the selected SMEs; and developing and implementing a tailored action plan to improve the SME’s capacity to manage innovation processes.Within the current action, the ESTINNO-NET consortium aims to provide the innovation management capacity enhancement services to at least 7 SMEs.


**Keywords:** Innovation management capacity, SME Instrument, Key Account Management
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 'Training in technologies for electrical energy conversion' (1998-2002), addressing dissemination and exploitation.

assistant: **Impact**

Applications are invited from PhD students taking research programmes in technologies to enhance the flexibility, integrity and efficiency of electrical energy conversion. The successful applicant (the Fellow ) will undertake a programme of training of either 6 or 12 months in one of the leading European research groups in the field; it currently contains 22 full-time researchers from 8 different countries and in the last 5 years has won research contracts worth £3.6M (5.7MEuro) from government agencies, multi-national industries and world defense bodies. Areas of research strength, in which applications are particularly welcome, include power converter topologies and system control for generation, distribution and drive systems, compact integrated energy conversion for use on mobile platforms, and the efficiency of electrical equipment, electrical machines and drives and the impact of efficiency on component and system design. The Group is dedicated to both pure and applied research at industrial power levels. Laboratory facilities include research stations, ranging from 1kW to 750kW, supported by advanced instrumentation, the latest power conversion equipment and microprocessor platforms, a unique calorimetric efficiency centre and expert technical support. The training thus includes a strong experimental focus and is very suitable for researchers who wish to improve their experimental expertise or to add an experimental dimension to the research at their home university. The Group leads an Industrial Consortium of UK and multi-national companies and the Fellow has the opportunity to visit and make contacts with consortium members. An extensive range of training courses are available designed to improve skills in, for example, research management, project planning, pr