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 a project proposal abstract for 'Multimodal spectral sensors and orchestrated deep models for integrated process optimisation' to be submitted under Horizon 2020.

assistant: **Abstract**

MULTIPLE will develop cost-effective multimodal monitoring solutions with a breakthrough impact on production quality and efficiency. It will bring cutting-edge OLED-based sensors, snapshot hyperspectral filters and dual-aperture imaging to deliver cost-effective spectrometers and camera cores in a broad VIS/SWIR range, complemented with cost effective laser-based chemometric sensors in the MWIR. On top of these sensors, MULTIPLE will develop novel multimodal monitoring systems that will be IoT native, by combining them with cloud, big data, and deep learning for agile development and orchestration of complex AI-based models to optimize production improving EU manufacturing competitiveness. To develop cost-effective HSI SWIR (0.9-1.7 µm) camera cores ready for volume production.To develop a compact and cost-effective dual-aperture HSI imager combining snapshot CMOS and InGaAs hyperspectral sensors based on mosaic filters covering the whole VIS/SWIR range (0.4-1.7 µm).To develop novel cost-effective spectrometer solutions for highly specific chemometric analysis in an extended VIS/MWIR range (0.4-3.5 µm wavelength), based on innovative OLED sensors and laser-based spectroscopy.To develop embedded deep models for regression, classification and RT control. It will guarantee onsite and online measurements and classification of different types of categories with high flexibility, accuracy, and reliability.To develop an integral and scalable approach to process monitoring, quality assurance, and process optimization through the orchestration of photonic monitoring systems under an IoT native approach. The aim is to leverage SoA cloud and big data technologies to create new services and microservices enhancing decision support tools.To demonstrate MUTLIPLE in 3 manufacturing s
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 'Behavior and molecular signature of Neural Stem Cells, and changes occurring during aging' to be submitted under Horizon 2020.

assistant: **Abstract**

In the adult neurogenic niches, neural stem cells (NSCs) generate neurons throughout life. During aging, the number of newborn neurons is clearly reduced, although it is still very debated what specifically happens to the NSCs: do they die, increase their quiescence or change their fate? It is emerging that NSCs are heterogeneous, with different subtypes, in particular quiescent and active NSCs, responding differently to neurogenic stimuli, including aging. However, due to difficulties in distinguishing NSCs subtypes in vivo, their behavior in the physiological environment, their molecular hallmarks, and especially how those are changed during aging are still elusive. These are key questions in neuroscience and stem cell biology. Thanks to the combination of the host laboratory expertise with mine, the current action proposes to develop a strategy to discriminate different NSCs in vivo and shed new light on their behavior, molecular properties and the changes occurring during life. The expected results are going to provide critical information on the regenerative potential of NSCs subtypes and on whether and how the aging phenotype can be reverted, with a consequent strong scientific and social impact.
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 'Supplying Accurate Nuclear Data for energy and non-energy Applications', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Supplying Accurate Nuclear Data for energy and non-energy Applications.The project will include experimental measurements of new or improved quality data, evaluation, validation and dissemination of the data to produce libraries that can be used by safety authorities, research institutions, the nuclear energy industry, health organizations, other non-energy applications and the EU society at large. The project will also include in smaller fraction support to detector development, facility setups and samples fabrication to prepare important measurements and validations that are not possible in the time framework of the present proposal but that will be required in near future for the safe and efficient use of nuclear technologies.The selection of topics, isotopes, reactions, measurements, experiments and evaluation has been made taking into account the relevance, expected impact and priorities of the resulting data according to the NEA/OECD and IAEA high priority lists and committees as well as the experience of the participants and of previous EU proposals with large participation of the partners for the present proposal (CHANDA, ANDES,…). The impact has been evaluated from the perspective of a safe, efficient and competitive use of nuclear technologies. In comparison with previous projects, the present proposal proposes to concentrate more efforts on delivering actual results than in the preparation for the future, by enhancing the support to evaluations, validations and actual measurements. Also special attention has been paid to make sure that the topics included cover the non-energy application requiring nuclear data as well as it will cover the needs of the nuclear energy sector. Respecting those principles, the proposal has also tried to be as inclusive to the dif
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 'Standardisation of laboratory analytical methods' under Seventh Framework.

assistant: **Concept**

SLAM is a project proposal for a supporting and coordinating activity with the objective of reviewing the needs for standardisation of CBRN analysis and suggesting a road map for its implementation. All partners to the SLAM consortium are significant players in on-going dialogues on CBRN analytical requirements and procedures on the European scene. The composition of this consortium is well-balanced as to the complementary nature of the capabilities of the partners.SLAM will, through thorough background studies of needs and available procedures for CBRN sampling, transport and analysis review commonalities and suggest some relevant procedures. In addition, procedures particular to the so called “unknown sample”, i.e. sample with possible content of any of CBRN, will be reviewed and assessed.Workshops for tutorial inter-calibration table top exercises and for discussion with EU 27 MS will be performed in order to widen the dialogue on standardisation.Finally, a road-map suggesting methods of choice and processes and means to implement necessary standards to CBRN analysis will be presented and reported.A functional standardisation of CBRN analysis at the necessary level of stringency will become an important component of a Europe more resilient to CBRN incident.
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 'Dynamic directed functional connectivity of causal learning', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Humans have an extraordinary capacity to infer cause-effect relations and form beliefs about the causal effect of actions. This ability provides the basis for rational decision-making and allows people to engage in meaningful life and social interactions. In fact, alterations of cognitive processes involved in causal learning have been found in patients affected by psychiatric disorders such as obsessive-compulsive disorder, schizophrenia and addiction. The formation of causal beliefs relies on learning rules determined by the contingency between actions and outcomes. Although fronto-striatal areas are known to be involved in the cogntive architecture of causal beliefs, it is still unknown how these brain regions interact to learn causal structures. This project aims to unravel the link between functional brain networks and causal reasoning. We hypothesize that causal representation are implemented in a dynamic distributed network of directed functional interactions between brain regions and that this network is shaped by learning. We will characterize the modulations of brain circuits involved in learning phases as well as the brain networks responsible of internal representations of contingency values and associated uncertainty. We are going to pursue these two aims by analyzing magneto-encephalografic and intracranial electro-encephalographic data collected during a causal reasoning task. We will use state-of-the-art methods for dynamic directed connectivity estimation. In addition, we will develop machine learning pipelines to found those subnetworks that implement the cognitive architecture of causal learning. Overall, we will be able to understand whether causal learning and the psychological internal variables predicted by rational theories are reflected in dynam
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 'Electronic response of molybdenum-based nanowires' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

Nanoscale integrated electronics requires building blocks with controlled functional properties. Tertiary inorganic nanowires made up of molybdenum, sulphur and iodine (MoSI) are a newly emerging class of one-dimensional objects with a straightforward, sca lable synthesis. In nanoelectronics they are to date the only viable alternative to Carbon nanotubes (CNTs). Contrarily to CNTs, they are soluble in a variety of solvents and tend to be monodisperse with all nanowires of a given stoichiometry having identical electronic properties. In order to exploit the functionality of 1D materials in possible nanoelectronic devices such as single-electron or ballistic transistors, the non-equilibrium electron dynamics has to be understood.The goal of this project is a comprehensive investigation of the fast and slow electronic processes occurring in MoSI nanowires. This means applying an external stimulus to drive the electrons out of their equilibrium distribution and monitoring the relaxation processes. The focus is o n light and electric fields/currents as external stimuli. Specifically the project addresses ultra-fast relaxation processes, long lived excited states and the effect of electric fields. The processes will be investigated as a function of temperature (room temperature to liquid helium temperature) and excitation density.The tools for investigation will be ultra-fast pump-probe spectroscopy, photomodulation and electromodulation as well as a combination of pump-probe with further modulation of parameters such as an applied field. The detection will cover the visible, most of the infrared and THz spectral ranges.
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 'Organics in the interstellar medium: an experimental and observational approach' (1998-2002) under Fifth Framework.

assistant: **Objectives**

Experimental simulation of photo processing of ices in the interstellar medium, monitored by IR spectroscopy and followed up by gas chromatography-mass spectroscopy of the refractor products like amino acids, astronomical observations of regions where such processes play a role. Comparison with meteoritic material.
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 'Remote monitoring and control of biological processes for environmental protection and sustainable development' (BIOSPEC).

assistant: **Concept**

The objective of this proposal is to bring together, through the Transfer of Knowledge, a number of areas of expertise in order to develop effective remote monitoring and control of specific biological processes.The biological processes referred to are those used in wastewater treatment, treatment of solid waste and for the production of renewable biofuels. Use of these processes is increasing worldwide, whilst the expertise to manage them is becoming increasingly centralised. Therefore, efficient remote management is essential to enable the processes to be used and controlled across greater geographical areas.The processes are key in delivering the aims of sustainable development and in the protection of the environment. The need for the development of new knowledge in this area is of major importance when considering the increasing pressure on water resources in Europe and the fact that sustainable hydrogen production will, in future, be part of the Distributed Energy Networks for the EU.The objectives of the scheme will be achieved through the recruitment of three Fellows, with appropriate expertise, in order to transfer knowledge so that we may better understand the fundamentals of the processes and, in turn, monitor and control them remotely.The Fellows would transfer knowledge, which will significantly increase the research quality and potential of the University. The project will also further the development of research capabilities in a less favoured region of the EU, as the University is situated in an Objective One area.The proposal will support the establishment and structuring of the European Research Area by providing a structured mobility opportunity for three researchers aimed at the development and transfer of knowledge, improved research competencies, 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 impact statement for 'FLIp chip die Bonder for Ultra-thin SIlicon', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

In the FLIBUSI assessment project it is planned to evaluate the performance of the Datacon flip chip die bonder specifically designed to work with ultra-thin silicon chips, (prototype equipment assessment). The prototype equipment has been developed within the European Project ´Ultra-thin packaging solutions using thin silicon (FLEX-SI)´, IST-99-10205.In manufacturing trials under close to production conditions the prototype equipment will run with two industrial applications:- smart label test production using flip chip-on-flex with ultra-thin chips (d = 50 µm),- power module test production using solder die bond on direct copper bonded (DCB) substrate with ultra-thin chips (d = 100 µm). The industrial users will evaluate the manufacturing trials and provide feedback to the equipment supplier who will improve the prototype.Objectives:Overall objective of the project is to evaluate, improve and demonstrate the flip chip die bonder for use with ultra-thin chips, including the evaluation of:- the die ejection process in the wafer feeder, e.g. the use of different tapes- the flip chip placing process- machine performance and implementation of potential improvements- effectiveness of the machine concept for smart label and power module production- performance of the flip chip die bonder under close to production conditions (process quality, yield, MTBF, MTTR, uptime, throughput, cost of ownership).Further objectives of the assessment project are:- determine limits to process and machine design;- demonstrate industrial feasibility of high speed flip chip bonding of ultra-thin chips;- benchmark equipment against competitive flip chip die bonders.Work description:At first, the equipment supplier and the industrial users agree on the process specifications which are set up by t
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 'Connecting Russian and European technologies and innovation systems' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

A general project's objective is to develop an efficient and sustainable infrastructure for information support to Russia's participation in FP6 and the ERA, and involvement of Russian enterprises into innovation process via establishing links with EU partners. The immediate objectives are: 1. To inform EU stakeholders on innovative Sees in Russia and their activities, assist European RTD teams in the search for Russian partners and consortium building. 2.To promote involvement of Russian high-tech Sees into innovation processes both in Russia and the EU. 3.To facilitate participation of Russian S&T community and high-tech Sees in FP6. 4.To increase Russian stakeholders' awareness of FP6 and emerging ERA related issues. The project objectives will be achieved by implementation of following relevant activities: 1.Development and maintenance of an English-language database Russian RTD Units & Innovative Sees" with classification of its records by existing EU S&T priorities. The database will be accessible via the Internet and published on paper as a Directory. 2.Creation of Web services and design of periodical digests for dissemination of data on research findings and technologies obtained within EU programmes to Russian high-tech Sees. S.Establishment of regional information, assisting and consultancy services in Russia. 3.Development of Russian-language FP6 Web services and periodical publishing and disseminating CORDIS- based information bulletins. The proposed objectives and activities target Russia's integration to ERA thus contributing to the general objective of international co-operation activities carried out under the FP6 to help open up the ERA to the rest of the world. The project will provide European Sees and research organisations with access to knowledge
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 future of europe 's rural periphery.the role of entrepreneurship in responding to employment problems and social marginalisation.' (FERP).

assistant: **Innovation**

The element common to many European rural peripheral areas. During the past decade or so appears to be a process of economic restructuring associated with an intensification of employment problems and the marginalisation of certain social and economic strata. Within the context of a growing globalisation of economic activity, entrepreneurship and technological change are perceived. Both by researchers and policy-makers, as key instruments in engineering economic growth. This project sets out to examine, at a European wide level, the actual and potential contribution of entrepreneurial ventures and new technology in stimulating economic development in rural peripheral locations. The underlying aim is to identify instances of best practice. in terms of both public and private initiatives, and to develop a coherent combination of policy objectives facilitating the long-term maintenance of economic vitality in the countryside.