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: Describe how 'REsources from URban BIo-waSte' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

RES URBIS aims at making it possible to convert several types of urban bio-waste into valuable bio-based products, in an integrated single biowaste biorefinery and by using one main technology chain. This goal will be pursued through:  - collection and analysis of data on urban bio-waste production and present management systems in four territorial clusters that have been selected in different countries and have different characteristics. - well-targeted experimental activity to solve a number of open technical issues (both process- and product-related), by using the appropriate combination of innovative and catalogue-proven technologies.- market analysis whitin several economic scenarios and business models for full exploitation of bio-based products (including a path forward to fill regulatory gaps).Urban bio-waste include the organic fraction of municipal solid waste (from households, restaurants, caterers and retail premises), excess sludge from urban wastewater treatment, garden and parks waste, selected waste from food-processing (if better recycling options in the food chain are not available), other selected waste streams, i.e. baby nappies.Bio-based products include polyhydroxyalkanoate (PHA) and related PHA-based bioplastics as well as ancillary productions: biosolvents (to be used in PHA extraction) and fibers (to be used for PHA biocomposites). Territorial and economic analyses will be done either considering the ex-novo implementation of the biowaste biorefinery or its integration into existing wastewater treatment or anaerobic digestion plants, with reference to clusters and for different production size.  The economic analysis will be based on a portfolio of PHA-based bioplastics, which will be produced at pilot scale and tested for applications:- Biodegr
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 'Biological Integral Biogas Upgrading', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Biomethane is an upgraded form of biogas which can be directly used as vehicle fuel or for gas grid injection. Biogas upgrading to biomethane is the process where CO2 and other undesired components present in raw biogas, such as H2S, are removed.  Cleaning and upgrading biogas makes 30% of the total costs of the final biomethane product or even more in small scale biomethane production. Current physical/chemical technologies are expensive, energy intensive and are not designed for small-scale (<200Nm3/h raw biogas), with operational and investment costs increasing exponentially in low production scenarios. This hinders the widespread production and use of biomethane.  Trovant Technology is addressing this limitation with its UBI technology. UBI is a simple, cost effective biogas upgrading technology, based on biological processes, and specifically designed for small scale. It reduces energy requirements and operating costs. In addition, it captures and stores the CO2 removed from the biogas in the form of biomass, which is readily available for new biogas generation. UBI holds the potential to disrupt de-localized biomethane production making it economically feasible in scenarios where it is not considered an option nowadays.  Our preliminary market data show that Europe dominates the biomethane market, concentrating 75% of the global business. UBI will compete in the biogas upgrading equipment market, which is expected to reach 1,200 Million US$ by 2024. The development of this technology to market is aligned with Trovant’s strategy for growth and consolidation as a leader in the biomethane sector.  As a next step, we will carry out a solid feasibility study covering all the aspects required prior to market launch: detailed analysis of the technical development needed,
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 'Circumstellar envelopes of AGB and young post-AGB stars' (2002-2006), addressing dissemination and exploitation.

assistant: **Impact**

We will perform systematic high-quality observations of low-energy molecular lines with the IRAMinterferometer, in a wide sample of AGB and post-AGB objects. Our purpose is to study in depth thecircumstellar envelopes of these objects, their effects on the stellar evolution, with particular attention to the structure of the AGB envelopes and to the irruption of the post-AGB winds in them. We will in particular determine1) the radius of the CO envelope, which is a basic parameter to understandphotodissociation effects and to interpret CO data in terms of mass-loss rate;2) the eventual existence of a seed of the future asymmetry in the inner AGB envelopes;3) the transition from spherical structure + isotropic expansion to axial symmetry and kinematics, just at the end of thigh phase; and4) the existence of brightness variations with radius that should reveal the variations of mass-loss rates, expected during the studied phases, and with angle, related to departures from spherical symmetry. For that we will develop specific models to infer the excitation conditions and thespatio-kinematic distribution of the AGB and young post-AGB envelopes. Finally, we will compile all data in a high-quality molecular data archive of AGB and post-AGB circumstellar envelopes. The applicant will develop an important scientific training, since these scientific results are expected tube crucial for the understanding of the stellar evolution. The expected high-quality data will allow addressing new questions on the circumstellar envelopes, and developing new models to better understand the observations. The applicant will acquire moreover high-quality technical knowledge, very valuable for the European astronomical community, given its involvement in the worldwide main observational project of
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 'A sensor-equipped seat cushion to support office workers and teach a healthy lifestyle depending on physiological signals gathered unobtrusively.' to be submitted under Horizon 2020.

assistant: **Abstract**

Sedentary posture at work is very common for office workers throughout the world. This creates a major health risk that may lead to organ damage, muscle degeneration, or back problems. SitSmart - a sensor-equipped seat cushion detects various physiological signals to break the cycle for customers interested in this self-assessment.
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 2020 proposal for the project 'Mechanical Properties of Polymer Nanocomposites via Multi-scale Modeling: Towards Non-classical Properties'.

assistant: **Objectives**

The development of polymer nanocomposites (PNCs) for novel applications has attracted considerable interest in recent years, due to the enhanced properties of PNCs, including mechanical rigidity, stiffness and toughness, electrical and thermal conductivity, etc. These superior properties, coupled with the fact that PNCs are environmentally friendly, offer unique design possibilities for creating functional materials for emerging applications. Predicting and tuning the properties of PNCs from their molecular structure is a grand challenge, due to the complexity of the polymer/solid interfaces, and the multiple spatiotemporal scales associated with PNCs. This project addresses these challenges by proposing a multiscale computational methodology to predict the mechanical properties of PNCs, which involves microscopic simulations, homogenization approaches and continuum models. First, detailed atomistic molecular dynamics simulations will be performed on prototypical PNC systems with a few NPs. Then, results from the atomistic simulations will be used to parameterize homogenized continuum mechanical models, obtaining the mechanical properties of large-scale realistic systems by up-scaling towards the continuum limit. The whole approach will be applied and extended to various settings, with emphasis on non-classical effective properties, such as negative Poisson ratios and chiral effects, using various types of NPs to reinforce the polymeric matrix, determining optimal designs that lead non-classical properties, as well as introducing the effect of viscosity to study long-memory effects in PNCs via a generalized homogenization methodology.All the above will be completed in a leading multi-disciplinary computational modeling research group. Complement by a well-planned traini
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 'Enterprise Europe Network Innovation specific services in the two regions of Eastern France', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

EEN EF4 INNO 20-21 aims at delivering specific innovation management services to SMEs and key account management services to beneficiaries of the EIC pilot coaching scheme in the two regions of Eastern France.


**Keywords:** innovation, innovation management, key account manager, coaching, SME instrument, EIC pilot
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 'Comparative maps of avian genomes: tools for the exchange of genetic information for gene and QTL prediction in poultry' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

Genetic maps of poultry provide a tool for identification and exploitation of genes of economic importance. Genetic mapping is used to scan an entire genome for regions that control these quantitative traits. In QTL mapping the inheritance of all sections of a genome must be traceable and consequently, markers evenly spaced throughout the entire genome are required. Once QTL are mapped the next phase is to identify the genes within the QTL that control the trait. One strategy for trait-gene identification is Comparative Positional Candidate Gene Mapping". Homologous genes are mapped in the chicken to enable maps to be aligned with other vertebrates. "Comparative Gene Mapping" allows the prediction of genes in the "gene-poor" maps of poultry from the "gene-rich" maps of man. The tools and resources to allow efficient exploitation of the information provided by genetic maps is well advanced in the chicken with the development of a number of capabilities within the EC Biotech ChickMAP project. The European Poultry Industry however covers many other avian species besides broiler and layer chicken. For example, Europe is also a world leader in turkey, duck and geese production. Unlike the chicken breeders neither of these industries have access to DNA marker technologies and the opportunities they provide. The aim of this project is to address this deficiency by developing comparative approaches based on the DNA markers, maps, etc., being developed in the chicken to enable access to genetic information between poultry and other vertebrates. The specific objectives of the proposed project are: (1) To assess the utility of chicken microsatellite markers in other poultry, (2) To create new single species databases for other poultry species, (3) To develop comparative maps of po
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 'Deep-learning models of CRISPR-engineered cells define a rulebook of cellular transdifferentiation' (SingleCellAI).

assistant: **Innovation**

Cellular identity is controlled by cell type specific expression of transcription factors (TFs), and it is reflected in the cell’s epigenetic landscape maintained by epigenetic regulator proteins (ERs). Functional dissection of cellular identity has focused mainly on a small number of lineage-defining master regulators, yet there is increasing evidence that multiple TFs and ERs work together to establish and retain the vast number of different cell types and cell states in the human body. For a more quantitative understanding of cellular identity, and of the complexities of its regulation, I propose to develop a machine-learning approach for in silico prediction of TF/ER cocktails that can transdifferentiate any human cell type into any other cell type, thus defining an operational rulebook of cellular transdifferentiation. To this end, I will train a machine-learning model called generative adversarial networks (GANs) on large-scale CRISPR single-cell sequencing (CROP-seq) datasets generated in the host lab. Exploiting unique features of the deep-learning generative approach, the resulting model will be able to generalize the learned genetic perturbations across cell types in silico. I will experimentally validate several of these predicted TF/ER transdifferentiation cocktails in the context of the human hematopoietic system. Importantly, the proposed approach is hypothesis-free and data-driven, exploiting recent advances in machine learning to infer fundamental aspects of the regulation of cellular identity from high-throughput functional CRISPR single-cell sequencing data.
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 'intelligent Building Energy Assets Control for Comfort, Energy and Flexibility Optimisation'.

assistant: **Concept**

iBECOME both anticipates and augments the digitalization, decarbonization and decentralization of the energy system. By utilizing engineering fundamentals tools and sophisticated data analytics techniques it processes and transforms building and operational data into commodities that can be monetized through the offering of energy services in the framework of innovative business models. Particularly, iBECOME will demonstrate the functionality and viability (technical and economical) of a virtual BMS platform deployed as a SaaS solution that can optimise the energy performance, comfort conditions and flexibility potential of buildings and facilities while allowing 3rd parties to interconnect for providing other energy or non-energy related services. The vBMS will utilise a calibrated physics-based simulation model to allow accurate predictive control for energy and comfort optimisation, flexibility maximisation and precise M&V for both implemented Energy Conservation Measures (ECMs) and Demand Response (DR)


**Keywords:** Energy efficiency, Building Management System, Demand response, Business models, Energy Performance Contracting, Software as a Service
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 'Synthetic Organic Chemisty', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

Synthesis of a new optically active phosphine azahelicene which is designated to be effective chiral ligand for asymmetric transition metal catalysis (wide applications in laboratory and industry) 'Application of the verb sense disambiguation technique and resolving zero pronoun references and disambiguating clausal structure
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 'Optics and photonics in the European research area' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

With a turnover of 80 billion € the Optics and Photonics (OP) industry is one of the most important key enabling technologies for the markets of the 21st Century. They influence our entire life and are technological drivers for multi-billion industries in IST and beyond. The OP industry is benefiting through many RTD projects at national and international level.To withstand growing competition from low labour cost countries there is a need to join forces in industry, research and politics to meet the needs of OP industries and to solve their common problems. The main objective of OPERA is to provide a framework for adequate interaction of European IST-research in OP and to develop and implement a joint strategy for research and industry with the title 'OPERA 2015' to shape the future of this highly important industrial area.OPERA will set up an information exchange and coordination platform covering o IST-projects (FP6, FP5), other relevant European projects o National and regional funding programmes on OP in IST o European, national and regional clusters and organisations working at the supranational level (EPIC, EOS, EUROM, EUREKA, SPIE) OPERA will support the creation of the European Research Area through the stimulation of interaction of EU and national initiatives and projects. This will lead to improved transparency and cooperation of research activities and will deliver a clear view of the state and future directions of European research in OP.OPERA will furthermore foster the link between industry and research in order to strengthen Europe's competitiveness by identifying strategic opportunities for European industries and by compiling scenarios for the future development of photonics industries. The consortium gathers experts from funding agencies, innovation p
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 Fifth Framework proposal on 'Fuel Cell Energy In Cities'.

assistant: **Concept**

The general objective of the CITYCELL project is to demonstrate the viability of innovative fuel cell applications and their infrastructure through the analysis, evaluation and validation of all the parameters (social, safety, technical, infrastructural, environmental, economical, etc.) that are relevant for the introduction of fuel cell bus networks in urban transport. The choice of an energy source must follow on from a comparative technological evaluation shared between representative (great experience in different typologies of transport systems) operator networks, components and bus manufacturers and research institutes. On each of the project sites, this will lead to a global evaluation as an essential result (technical and economical) of the whole project feasibility, including technical aspects, managing aspects and also the diffusion.
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 'Center for Application of Ion Beams in Materials Research' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

Principal characteristtcs of the facility and of the support offered to users: The Institute of Ion Beam Physics and Materials Research of the Forschungszentrum Rossendorf offers a combination of ion beam equipment which constitutes a unique facility in Europe for application-oriented materials research using ion beams. This centre combines three MeV accelerators which are used mainly for ion beam analysis but also for high energy implantation, four ion implanters, and devices for ion beam or plasma assisted thin film deposition.Further, equipment for plasma-based ion implantation and a focused ion beam apparatus with a spot size of 100 nm are available. This concentration of a large variety of irradiation facilities at one place allows any applications of ion beams in materials research in the energy range up to several MeV being of present interest. Beam time at these facilities is offered to external users for the effective solution of complex topics and to complement own experiments. The main parts of the facility have been installed within the last S years and exhibit world-class guality. The profound experience of the scientific staff of the institute resulting from ist own research programme will be offered to assist external users during planning, performance and evaluation of their experiments. It further promotes a high-quality training of young scientists which may participate in already running projects. At present about 15 PhD students and about 10 post-docs are working in the institute. We offer access to all main equipment of the facilities. The quantity of offered access corresponds to 20% of the annual total capacity. A main aim is to enhance the increase of international cooperation, in addition to a continuously enhanced use by external national users