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 'BIOCASCADES- Sustainable and Scalable Biocatalytic Cascade Reactions Training Network' under Horizon 2020.

assistant: **Concept**

In BIOCASCADES, nine early-stage researchers (ESRs) will investigate the development of sustainable (chemo)enzymatic cascade reactions under the ‘green chemistry’ philosophy. The proposed BIOCASCADES project combines different techniques such as compartmentalization, protein engineering and reaction engineering in order to develop commercially viable and environmentally benign one pot reactions. By avoiding intermediate downstream- and purification-steps, cascade reactions minimize production costs, energy demand and waste production and are  thus expected to make a major contribution for the development of sustainable and efficient production processes.Small- and medium sized enterprises (SMEs) are emerging as main drivers of European Research. They are dynamic, explore new areas and create new ideas, while large companies rely more and more on outsourcing research or involving SMEs by joint ventures. However, small companies are not strong enough as stand-alone enterprises, which requires them to form networks with other SMEs and academia. This creates a strong demand for young researchers who can move freely in an international and interdisciplinary environment. In a tailor-made training program BIOCASCADES aims to provide the nine early stage researchers with specific scientific and transferable skills for careers in the highly dynamic European biotechnology sector. Training at leading laboratories of biocatalysis will develop their scientific skills, while secondments to the industry and specific workshops will develop their entrepreneurship. The graduates of this doctorate program will be highly qualified for collaborative research between European academia and industry. The consortium is formed by leading academic laboratories from biocatalysis and protein engine
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 'Catalan European Researchers' Night'.

assistant: **Concept**

The Catalan European Researchers’ Night 2020 (EuNightCat20) project consists in a one-year proposal for 2020, with many different activities hold all around Catalonia. In September 25th 2020, seven different partners will coordinate more than 250 activities which will be performed from north-east (Girona), to the north-west (Lleida), going through the center of Catalonia (Osona), Barcelona and arriving at the south (Tarragona and Terres de l’Ebre). The proposal has a main subject based on let the general public to aware about the next mission-oriented program of European Commission (EU), mainly in the idea of how Researchers can help to change the world, to a better world (Researchers for Change). All these activities will be tagged within the different missions proposed by EU to show how important are they to meet the different challenges. EuNightCat20 is divided in five common activities at all locations: (a) Research meets Schools During Friday morning, researchers are going to schools to show their research and vice versa. Researcher will encourage students to follow a scientific career; (b)Catalan European Researchers’ Night – More than 200 activities are programmed all around Catalonia during Friday evening/night. A common European Corner will be allocated in each location for people to proposed project/solutions/ideas within each missionspecial attention will be paid to Horizon Europe Missions; (c) Researchers on the way – Common project where Researchers participating in the ERN will record short videos explaining, while they are travelling to the office/lab by train, walking, car, bike, etc. what is their Research about. The videos will be used to promote researchers, research and EuNightCat20; (d) Women in Science –Exhibition of 30 Catalan researcher women wil
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 'Echo State Networks for Developing Language Robots', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

In this project, we propose to build a biologically plausible model of sentence comprehension based on recurrent neural networks called reservoirs. Human sentence comprehension is mainly handled by prefrontal cortex areas, which have highly recurrent connectivity. In both biological and artificial neural networks this recurrence is supposed to enable the management of different aspects of time such as working memory and contextual information processing. Here, we propose to develop the Reservoir Computing (RC) paradigm – in particular Echo State Networks (ESN) with incremental learning – to model language comprehension at the sentence level given sequential inputs of words or phonemes. Based on our initial research, a model processing syntactic sentence structures was able to demonstrate generalisation and online prediction capabilities while processing sequential input. For less frequent inputs, the model provided potential explanation for human electrophysiological data. Building on this research, a new model is proposed with the following objectives: (1) processing of all semantic information enabling contextual processing and richer representation of meaning, (2) implementing incremental learning with noisy supervision enabling realistic developmental language acquisition from simple to complex sentences, (3) demonstrating that the model can learn from naïve user’s utterances in several languages, and (4) demonstrating the ability of this model when embodied in a robot to acquire extended language capabilities through human-robot interaction accounting for developmental schemes.
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 'Non-coding RNA pathways and the mammalian male germline' (NCRNA), addressing dissemination and exploitation.

assistant: **Impact**

The integrity of the genome transmitted to the next generation intrinsically relies on germline cells. Processes ensuring germ cell development, genomic stability and reproductive lifespan are essential for the long-term success of a species. Spermatogonial stem cells (SSCs) support spermatogenesis throughout life, the identity of this mammalian adult stem cell population in vivo remains unknown. Here, we propose analyze the contribution of both short and long non-coding RNAs to mammalian male germ cell development and SSC homeostasis. In the mouse male germline the small non-coding piRNAs and their interacting-Piwi proteins Mili and Miwi2 are essential for the establishment of epigenetic transposon silencing. Miwi2 is also required for the long-term survival of SSCs in adult mice and in contrast to Mili, Miwi2 is not broadly expressed during adult spermatogeneis. We found that Miwi2 is expressed in in vitro cultured SSCs and in a tiny population of adult testis cells in vivo. We will determine if Miwi2 expression identifies the illusive SSC population with long-term self-renewal capacity in vivo and explore the biology of this adult stem cell population as well as the molecular mechanisms by which the Miwi2-piRNA pathway governs SSC maintenance. We will also define function(s) beyond transposon silencing for Mili during spermatogenesis. Recently, transcriptome sequencing has reveled abundant and diverse classes of genes encoding long non-coding RNAs (lncRNAs) whose functions remains mostly unknown. We will explore the contribution this novel class of cellular RNAs in SSC self-renewal and differentiation. For the above, we propose using state-of-the-art mouse genetic strategies, high throughput sequencing, shRNA screening and proteomic approaches. In summary, this propo
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 'Coordination of European Transnational Research in Organic Food and Farming Systems' (2007-2013) targeting Seventh Framework.

assistant: **Abstract**

Organic agriculture is considered to be one of the important development pathways for improving agriculture’s relation with the environment while at the same time ensuring food safety and future food security. This role is dependent on continuous research and innovation.CORE Organic Plus will continue, update and consolidate the series of transnational research calls which support a focused and coordinated research and innovation effort covering the most important and pertinent challenges along the organic value chains. Moreover, the effort will - where relevant - combine research and innovation in primary production with development in processing techniques, value adding and market and consumer research. Thematic research areas for a joint call will be selected by the participating national funding bodies and the European Commission and in consultation with national and transnational stakeholders such as TP Organics.The CORE Organic network will be expanded with Romania and Poland, and 22 countries are taking part in the Plus call. One large joint call with 3-4 thematic areas will be launched with co-funding from the Commission. Moreover, within the Plus project, the partners will prepare for the next research programme based on an update of the priorities for research and innovation. The project will assist and advise the on-going and initiated research and innovation projects in their stakeholder involvement and dissemination efforts in order to secure high impact of the research and innovation efforts. The impact of the research and the increased monitoring efforts will be assessed after the end of the projects.Looking to the future, CORE Organic Plus aims to further improve the European Research Area by delivering results that can be used to develop the organic sec
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 'Chemical and Physical Properties and Source Apportionment of Airport Emissions in the context of European Air Quality Directives' to be submitted under Seventh Framework.

assistant: **Abstract**

While knowledge of anthropogenic sources of air pollution is increasing rapidly, there are major deficiencies in knowledge of the emissions of air pollutants from airports and their impacts upon air quality. Given the forecast future growth in the volume of air traffic, a significant increase of pollution levels generated by airports is probable. The main goals of the CHEERS project arise from the research needs associated with this source. The project focuses primarily upon (i) the determination of the impact of aircraft emissions upon particulate matter concentrations and size distributions used as an indicator of particle sources and formation mechanisms, and (ii) on the PM2.5 source apportionment to quantify the impact of aircraft, road traffic and other airport emissions upon local air quality.A field study will be carried out close to a runway at London Heathrow Airport which is recognised as a major source of air pollution and a location where EU air quality Limit Values are currently exceeded. Simultaneous deployment of fast-response instruments will allow a disaggregation of the contributions of different sources to PM, and analysis of particle size distributions will throw light on the atmospheric dispersion and processing of aircraft emissions.A concurrent PM2.5 sampling campaign will be carried out at two sites, one heavily impacted by aircraft emissions and the other representing the local background. Samples will be analysed chemically to give mass closure and to provide data on the concentrations of elemental, ionic and organic molecular marker constituents indicative of emission sources, allowing a molecular marker-based chemical mass balance study to quantify the contributions of the various sources of PM.Since air pollution problems associated with air
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 'Optimal Solar Systems for Industrial Heat and Power', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

INDHEAP project will demonstrate at TRL7 that it is worth considering solar thermal (ST) and photovoltaic (PV) energies in combination to address the heat and power needs of mid temperature industrial processes, up to 250°C. As for it, INDHEAP will highlight the synergy between the different technologies with the development and integration of a core flexible Thermal Energy Storage, boosted by electric heaters (named e-TES) that is the key for a rational use of thermal and electrical solar renewable energy. The project will rely on the development of specific methodology and tools, tested on different case studies from industrial project’s partners, as to : 1)  reduce heat and power peak demands with an optimization of the current energy efficiency for the industrial process, (best use of waste heat and analyse of demand’s elasticity)2) define the best share between ST and PV based on technical-eco-environmental criteria3) define the ST-PV hybrid system’s architecture, the presizing of components, and the global control maximizing the use of solar heat and power.  4) develop the specific components for the best integration and use of ST and PV plants in synergy, e.g. the flexible e-TES, but also PV panels integration enablers, low cost / mid temperature solar collectors and a smart hybrid controller for heat and power joined management.A prototype (ST up to 300 kWth, PV up to 20 kWp, e-TES up to 1 MWh) will be installed on an industrial process of lubricants blending, owned by Total Energies in Spain, to validate the concept at TRL7 with a one year test campaign. The replicability of the demo is hundreds of equivalent sites.  Finally, from results gained, a global upscaling and replication potential across the South Europe and MENA areas will be achieved to assess the 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: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Atomic-scale physics of single-photon sources.'.

assistant: **Innovation**

Single-photon sources (SPSs) are systems capable of emitting photons one by one. These sources are of major importance for quantum-information science and applications. SPSs experiments generally rely on the optical excitation of two level systems of atomic-scale dimensions (single-molecules, vacancies in diamond). Many fundamental questions related to the nature of these sources and the impact of their environment remain to be explored:Can SPSs be addressed with atomic-scale spatial accuracy? How do the nanometer-scale distance or the orientation between two (or more) SPSs affect their emission properties? Does coherence emerge from the proximity between the sources? Do these structures still behave as SPSs or do they lead to the emission of correlated photons? How can we then control the degree of entanglement between the sources? Can we remotely excite the emission of these sources by using molecular chains as charge-carrying wires? Can we couple SPSs embodied in one or two-dimensional arrays? How does mechanical stress or localised plasmons affect the properties of an electrically-driven SPS?Answering these questions requires probing, manipulating and exciting SPSs with an atomic-scale precision. This is beyond what is attainable with an all-optical method. Since they can be confined to atomic-scale pathways we propose to use electrons rather than photons to excite the SPSs. This unconventional approach provides a direct access to the atomic-scale physics of SPSs and is relevant for the implementation of these sources in hybrid devices combining electronic and photonic components. To this end, a scanning probe microscope will be developed that provides simultaneous spatial, chemical, spectral, and temporal resolutions. Single-molecules and defects in monolayer trans
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 'HEalth related Activity Recognition system based on IoT – an interdisciplinary training program for young researchers', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

A current trend in healthcare involves the prevention of chronic diseases by changing behaviour towards more healthy lifestyle choices. This is supported by the increased use of wearable sensors and Internet of Things (IoT) devices. Human activity recognition and vital sign monitoring play a significant role in tailoring personal health and behaviour change coaching solutions to each individual, but pose a number of technical, legal, and socio-economic issues, which must be solved to enable a commercial viable solution.The IoT is a key growth business area for EU firms, which need to acquire competencies and skills for the exploitation of their innovation potential abroad. China is a key destination market, but products and solutions have to be tailored to the needs, behaviours and habits of Chinese consumer and to the specificity of the market. The goals of HEART project are:• to allow the formation of a team of 6 researchers, with a strong interdisciplinary attitude, integrating social science and humanities with high-end technical skills, creativity, innovation and entrepreneurial allure, with teamwork capabilities and ability to operate in the Chinese context for business in the domain of IoT and healthcare;• to release a health integrated activity recognition platform able to detect activities from heterogeneous data, using scalable algorithms, while safeguarding the privacy of the persons. A priority for the Non Academic beneficiary’s competitiveness is to deliver wearable technology for health monitoring, primary dedicated to healthy people (of +40 age) to penetrate the Chinese market;• to address the growing need of EU firms, for employees having the necessary skills (technical, legal and economic) in the IoT domain, thus increasing their international competiti
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 'LET'S GO FOR WATERBORNE TRANSPORT RESEARCH - BROADENING ENGAGEMENT AND INCREASING IMPACT'.

assistant: **Concept**

Considering the diversity of the waterborne transport sector, its geographical scope, the international dimension and the challenges and opportunities upfront, LASTING will broaden engagement of the broader waterborne transport sector in European RD&I activities, by developing a communication strategy, and implementing a long-lasting communication campaign beyond the lifetime of this project, ultimately increasing, stakeholder engagement in the sector and thereby increasing impact of European waterborne transport RD&I. The communication strategy, and thereby the campaign will be based on clear KPI’s set at the starting point of LASTING, jointly developed with the relevant European Commission Services and the broader waterborne transport sector. The achievement of the KPI’s will be measured at fixed intervals, to ensure that the final communication strategy and the campaign will be fit-for-purpose and ready for roll-out. An essential element of the communication strategy will be the development of a plug-and-play system for participation in European, national or regional strategic maritime and/or inland waterway transport events. In the framework of LASTING, the plug-and-play system will be tested at a number of occasions, to ensure the system is fit-for-purpose. In addition, high quality dissemination materials (such as flyers and banners) and templates will be delivered. There will be a main focus on the use of digital tools for dissemination purposes, to ensure that the communication efforts of the waterborne transport community will easily follow the concept launched in the framework of LASTING. Finally, yet importantly, the Waterborne TP will take over the communication strategy and campaign after the lifetime of LASTING and will ensure a durable implementation of t