RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Electromagnetic detection of neural activity at cellular resolution' under Seventh Framework.

assistant: **Concept**

The main goal of the project is to develop a new generation of neuroscience tools for electromagnetic measurement and spectroscopy at the neuron level.Spin electronics offers nowadays the possibility to create very sensitive, micrometer-scale magnetic field detectors. Here, we propose to exploit this technological advance to create novel tools for probing neuronal magnetic fields at the cellular level. The first goal of the project will be to develop the magnetic equivalent of an electrode, a 'magnetrode', sensitive enough to detect the very small magnetic fields induced by the ionic currents flowing within electrically active neurons, and small enough to probe a limited number of cells. We will adapt magnetrodes also for local nuclear magnetic resonance  spectroscopy (MRS); thus, they could record both electromagnetic and chemical activity of neurons. In addition, means for local electric or magnetic stimulation could be integrated in to a magnetrode. We will test magnetrodes in vitro and in vivo at various spatial scales, from brain areas down to single neurons. In parallel, based on the measurements with magnetrodes, we will augment existing computational models and develop new ones to characterize the electromagnetic fields emitted by neurons and neuron assemblies. We will use these models to bridge from the activity of single neurons to macroscopic non-invasive measurements such as electroencephalography (EEG) and magnetoencephalography (MEG).This project shall pave the way towards magnetophysiology", which enables investigating electric activity of neurons without disturbing the ionic flow and without physical contact to the cell. We will create new experimental and modeling tools for magnetic measurements and stimulation at neuron scale. The resulting techniques
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 Horizon Europe proposal for the project 'Geospatial Artificial Intelligence Analysis for Tailings Storage Facilities'.

assistant: **Objectives**

The Geospatial Artificial Intelligence Analysis for Tailings Storage Facilities (GAIA-TSF) aims to design and develop the prototype of a system based on satellite earth observation and machine learning algorithms to achieve continuous multi-level/multi-scale characterisation and monitoring of Tailings Storage Facilities (TSFs). To achieve this goal, GAIA-TSF consortium will engage in interdisciplinary and international collaborative research and development, integrating the fields of geoscience, Earth Observation (EO), and Machine Learning (ML) Science as well as five countries (Spain, Portugal, Netherlands, Czech Republic, Zambia and South Africa). The project will focus on establishing strong interactions with user communities (mining authorities and mining industry) involved in TSF operational activities with the aim of defining clear customer-specific functional and technical requirements. These requirements will lay down Key Variables (KV) that could be used as parameters to monitor TSF as well as precise performance objectives for the GAIA-TSF prototype. On this foundation, the cooperative work between scientists and the mining operational communities will lead to explore how three technical disciplines, namely satellite earth observation, geo-engineering and machine learning, can be integrated into the design of a prototype supporting the automatic detection of anomalies and risks in TSFs. Based on the designed variables and structured training datasets, different machine and deep learning algorithms will be tested and evaluated to design and develop a prototype supporting the automatic detection and prediction of anomalies and risks in TSFs.


**Keywords:** Satellite Earth Observation,  Machine Learning,  Deep Learning,  International Collaboration
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 'Enhancement and Exploitation of Soil Biocontrol Agents for Bio-Constraint Management in Crops' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

In the last years increasing difficulties have appeared in vegetable crops to manage some diseases, such as those caused by Sclerotinia, Fusarium or Pythium spp., or some noxious plants, such as parasitic and perennial weeds. This is in part due to the lack of available efficacious trol methods, to the ban of some chemicals, and to the prohibition of their use in organic farming. The use of biotrol agents, although is widely sidered a very promising strategy of disease and weed management at the soil level, has still a limited application at the European level, due to the limited efficacy of the microbes and to the lack of knowledge for their best use. The main aim of the project is to study some of the already available or the most promising biotrol microorganisms (such as Fusarium, Trichoderma or iothyrium sp.), using a combination of strategies. Studying the genetic and physiological enhancement strategies, the ecological fitness of the agents, the production, formulation and application methods, the integration with other organisms and with trol methods, and assessing their quality and the risk of release into the environment, it will be possible to improve the efficacy of fungal biotrol agents, allowing their wider use at the European level, and giving new important tools to support the production of safer and healthier foods.
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 'Reinforced Bioresorbable Biomaterials for Therapeutic Drug Eluting Stents' (REBIOSTENT).

assistant: **Concept**

Active therapeutic biodegradable and biocompatible materials are highly in demand. These are required for the production of medicinal products in a variety of areas including implant technology, tissue engineering, drug delivery and wound healing. Within implant technology such biomaterials can be used for dental, bone and cardiovascular implants. Tailored mechanical properties, biocompatibility and degradation rate is the key to the development for a specific implant.Stents are tubular type implants that are deployed most commonly to recover the shape of narrowed arterial segments. Although, the clinical use of stents is widespread, they cause adverse responses including inflammation, in-stent restenosis and thrombosis. Endothelialisation of the stent greatly reduces these adverse reactions. In contrast to permanent stents there is great attraction in the notion of a biodegradable stent that recovers and maintains arterial shape and then gradually disappears and avoids further complications.In this multi-institution & disciplinary SME focussed project we will aim to provide the technological framework that leads to the production of reinforced polymeric biomaterials tailored towards stent manufacturing without adverse effects. Both natural and synthetic polymers will be produced and used. These will be reinforced and functionalised using a variety of techniques. Controlled delivery of suitable positive additives including antimitotic factors will be aimed for and their release monitored. These highly functionalised active biomaterials will be characterised thoroughly for material properties, biocompatibility, rate of biodegradation and used for the production of ideal stents. These will be characterized thoroughly leading to preclinical validation. All required product
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 'Very-Large-Scale Quantum Photonic Processing' (VLS-QPP) under Horizon 2020.

assistant: **Objectives**

Optical systems operating at the quantum regime have recently enabled the detection of gravitational waves; new forms of ultra-secure communications; and high-fidelity manipulation of quantum states for quantum computing.  Maintaining this progress requires breakthroughs in quantum photonic architectures to process many optical modes with exceptional speed and precision.  Fortunately, progress in optical interconnects has culminated in the development of silicon photonic integrated circuits, enabling photonic devices to be combined virtually losslessly at orders of magnitude higher component density than possible with traditional methods.  Here, we propose to leverage these advances to meet the stringent requirements of optical quantum information processing bringing together state-of-the-art single photon source technologies and large-scale silicon photonic circuits: (1) Leveraging state-of-the-art silicon photonics fabrication processes to build a large-scale 10-photon quantum photonic processor; fully integrated with on-chip photon sources, pump engineering and reconfigurable circuitry.  (2) Interfacing solid-state quantum emitters with silicon photonic circuitry, enabling deterministic generation and large-scale manipulation of single photon states.  These very-large-scale quantum photonic processors (VLS-QPP) will provide several orders of magnitude speedups compared with current technologies, demonstrate practical quantum algorithms for quantum chemistry and machine learning, and provide a clear route towards scalable photonic quantum technologies.  To enable these advances this fellowship proposes a clear training plan, at two world-leading institutions, towards developing the necessary diverse skill set to propel the field forward in new directions.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'The potential of transferring and implementing sustainable energy technologies through the Clean Development Mechanism of the Kyoto Protocol' (ENTTRANS).

assistant: **Innovation**

The proposed study will carry out the following activities:1. Conduct an extensive overview and evaluation of the state of play with the CDM, such as CDM funding programmes established by investor country governments and private sector entities, policy initiatives undertaken by developing countries for hosting CDM projects, GHG accounting methodologies approved by the CDM Executive Board, potential barriers to CDM project implementation, and the appropriate financial mechanisms.2. Prepare an assessment of the state-of-play regarding the three technology options: decentralised electricity production systems, efficiency improvement of fuel switch, and CO2 capture and storage. This will include: an analysis of the status of each technology in terms of research and development progress and/or market penetration within the EU and on a global scale with the upstream and downstream supply scheme as a basis of transfer under the CDM, as well as an assessment of barriers to technology implementation.3. Combining the analysis under 1) and 2) by exploring requirements for energy technology diffusion to developing countries and the extent to which the CDM could support this process.4. Dissemination of the results from 1-3 to policy makers in the EU and in 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: Draft an executive summary for the EU project 'Structural and functional analysis of non-coding heterochromatic DNA in insect Tribolium castaneum' (NONCODDNA) targeting Sixth Framework.

assistant: **Abstract**

The overall aim of the project is to improve knowledge and develop an experimental skill in the field of eukaryotic genome organization and functions, in particular of heterochromatic and centromeric regions composed of repetitive, non-coding DNA. This part of the genome seems to play a role in genome evolution and speciation. In addition a numerous regulatory signals important for the temporal and developmental control of gene expression reside within it. The project will include partial cloning and sequence assembly of heterochromatic DNA in Tribolium castaneum, an insect of economic importance, aimed to complement the data obtained by the genome sequencing project. Introduction of bioinformatics tools necessary for the survey of the whole genomes will enable additional systematic and thorough characterization of tandemly repeated satellite DNAs and study of their evolutional relation and history.Following bioinformatics approach, these sequences will be further experimentally characterized concerning their expression and function. These analyses will include transfer of modern molecular biological methods and techniques such as chromatin immunoprecipitation (ChIP) and gene silencing using RNAi, as well as biochemical methods for RNA-protein interaction analysis. Adjustment of the whole-mount in situ hybridisation for the T. castaneum system and introduction of cell assay with suitable reporter genes will further contribute to the development of the competence in the field of genomics related to non-coding DNA organization and function.The introduction of new methods and technologies necessary for the project realization will be achieved through recruitment of four external researchers and sending of four staff members to partner institutions.
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 'Using next generation DNA sequencing to link soil fungal diversity to ecosystem function' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

This Fellowship is a partnership between the University of California, Berkeley, USA (outgoing host) and Newcastle University, UK (return host) and focuses on fungal molecular ecology. Fungi play vital roles in natural and agricultural soil systems but are extremely diverse and difficult to study. New molecular based techniques e.g. next generation DNA sequencing technology (NGST) are beginning to reveal the complexity of fungal communities. However, enumeration of species diversity reveals little about how community structure affects key ecosystem functions and the power of NGST must be harnessed to link fungal taxonomic diversity to function.  Given the unique status of fungi in soil systems this project aims to utilise NGST to answer fundamental ecological questions relating to fungi. The first objective is to compare and optimise DNA and RNA extraction methods from soil to provide information on fungal taxonomic and functional diversity.  Nucleic acid extraction methods will be optimised for ectomycorrhizal fungi (EMF) in a globally unique Californian pine forest ecosystem. Despite the importance of EMF little is known how their diversity relates to function and in particular, there is current debate over contribution of EMF to soil saprophytic activities.  Hence the second objective is to use NGST to examine the contribution of EMF to soil organic matter transformation. Finally, given the lack of knowledge on fungal diversity and function it is extremely difficult to assess how abiotic stress may affect essential soil fungal diversity and function.  Hence the third and final objective of this project is to assess the effect of increased atmospheric ozone levels (a model system) on soil fungal diversity and function. The project is designed to provide state of the 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: Compose the 'State of the Art and Innovation' section for a Seventh Framework proposal on 'Ecological conditions underlying the lack of lipid synthesis in parasitic insects'.

assistant: **Innovation**

All organisms invest in nutrient storage to fuel energetic requirements needed for survival and reproduction. The consistency with which organisms invest in nutrient storage, in particular lipids, makes it remarkable that numerous parasitic insects lack lipid synthesis. The parasitic larval lifestyle adopted by these parasitoids has facilitated a means to carry over valuable resources from their host and allows them to refrain from costly investment in storage reserves. The lack of lipogenesis has thus evolved concurrently with that of the parasitic lifestyle in insects. However, several parasitoids deviate from this pattern, in which lipogenesis is recurring, suggesting that ecological conditions rather than evolutionary adaptations may underlie the lack of this trait. I propose to explore how ecological conditions affect the lack of lipogenesis in parasitoids, and the costs and benefits associated with this strategy. I will determine how nutritional conditions affect gene transcription and nutrient dynamics in two species of parasitic wasp differing in their propensity for lipogenesis. Biological systems will be experimentally pushed to switch their lipogenic strategy using flight to increase energy-demand and the ecological setting necessary to maintain lack of lipogenesis as a successful strategy will be determined using a modeling approach. This integrative study will be the first to identify the causal link between the molecular and physiological mechanisms and the ecological conditions that underlie the lack of an essential metabolic trait in parasitic insects. It will provide important insights into how shifts in metabolic regulation occur and function, and help to unravel how and when organisms can survive while lacking a metabolic trait that is crucial for sur
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 'energy-autonomous Portable Access points for INfrastructure-LESS networks' (PAINLESS) under Horizon 2020.

assistant: **Objectives**

The explosive growth of applications and industrial sectors that rely on broadband connectivity, is set to stretch the demand for wireless networks beyond the reach of the power grid infrastructure. Access points are being deployed on board of drones, while more than 84,000 hybrid-energy base stations are expected to be deployed annually in remote areas by 2020. Portable network nodes that are energy-autonomous and operate detached from the power grid will become indispensable in the coming applications of wireless networks. Energy-autonomy presents immense challenges for the wireless network design and imposes a complete re-think of technological solutions. PAINLESS has the visionary aim to establish a training and research platform to pioneer green, energy-autonomous portable network nodes which are self-subsistent and limitlessly-scalable, to satisfy future demands with minimal infrastructure. It promises a paradigm shift by integrating and jointly optimising wireless networks with renewable energy sources, radiated energy harvesting and airborne access points, as well as establishing disruptive performance benchmarks for the combined wireless power-and-information distribution. Our results will kick-start an innovation ecosystem for infrastructure and service providers of ICT to develop and commercialise a new generation of autonomous, sustainable and power-independent communication networks with self-organising functionality, to enable 100% coverage in urban environments in a power-efficient manner; provide network access to all types of emergency, disaster and special events areas; and connect remote / developing areas with problematic infrastructure. PAINLESS relates to H2020-MSCA with a vision to produce the first generation of experts in a radically new wave of