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 the novelty, innovation potential and advance beyond the state of the art for 'Proposal expansion for an intended collaborative research project: The rapid prototypers network' (RP-NET).

assistant: **Innovation**

The manufacturing of prototypes and small series of parts, a typical SME activity, is drastically changing due to the introduction of Rapid Prototyping technologies. SME's have the assets to remain competitive in this field if they can adopt those new technologies and develop the required logistics for it. In many cases the information from which the parts are built need adaptation and transformation before it can be used for Rapid Prototyping. The parts coming from the machine need finishing and copying by special processes, often mainly manual, before they can be used functionally. It is of no use to be able to produce the part in a few hours if days are lost in all pre- and post-processing steps, from quotation until invoicing. It is the aim to set up a network that connects SME's offering complementary rapid prototyping technologies in different regions of Europe. This would allow them to use their capacity in a larger geographical market, while their sales channels in the local market can offer a variety of techniques that they can not justify in the limited market. The network should present several services that enhance communication and facilitate the logistics, especially when several SMEs work together in a large project. Envisaged services are: - a data exchange service - a ice - a planning service - a progress monitoring serv service The network should use advanced communication tools and ISDN. The major benefit however is that it will be specifically tailored to the needs of the prototypers in an environment that places high demands on fast product development.
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 'Hydrogen oxidizing bacteria engineered to valorize CO2 for whey protein production', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Milk protein plays an important role in our nutrition, however classical milk production has significant environmental impacts, from greenhouse gas (GHG) emissions to extensive land demand. Project HYDROCOW addresses these challenges through a net-zero carbon dairy protein production platform. The main objective of the project isto develop and demonstrate a bacterial protein secretion system where CO2 and soon N2 is valorised into food-grade protein, decoupled from agriculture. This system will base on the first-of-a-kind engineered hydrogen oxidizing bacterium (eHOB) Xanthobacter sp. SoF1. As a first product the main milk component beta-lactoglobulin was chosen.Technically this will be achieved by implementing a Design-Build-Test-Learn (DBTL) cycle linked to a validation and scale-up phase allowing to iteratively optimize the production of secreted protein. The project will deliver key technologies – A) an innovative eHOB protein secretion system; B) predictive eHOB metabolic models, genetic engineering tools, and a novel high-throughput (HTP) screening system for DBTL cycling; and C) the methods for validation and scale-up – with immediate and long-term impact on the production of food and nutrition, materials, medicines, fuels and chemicals. In the long-term, the proposed platform has the potential to not only replace conventionally produced food proteins but also deliver proteins for materials or therapeutics, important for human and animal health. In comparison to current standard microbial production processes our platform does not compete with human nutrition for valuable feedstock, such as glucose, and therefore will contribute to a sustainable development of our society. HYDROCOW will generate significant knowledge for a growing research and application communi
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 'Scaling-up Power Flexible Communities business models empowered by Blockchain and AI' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The objective of FleXunity project is to deploy novel services for retailers and aggregators, enhanced by Virtual Power Plant (VPP) technology empowered with AI algorithms that can be focused on minimizing the cost of energy (bought in the wholesale market) and optimizing the use of distributed renewables from the utility or community portfolio. The proposed energy community approach will promote active participation of end-users (community members) valuating their flexibility and energy sharing actions, which will be supported by secure transaction mechanisms with technologies such as blockchain to validate energy transactions. These services will include a tariff structure optimisation design for the Energy Community to be able to meet the needs of the Transmission System Operator (TSO) by aggregating the flexibility to participate in balancing and ancillary services markets as a Balance Service Provider (BSPs) or provide Demand Response (DR) services to the Distribution System Operators (DSO).The key project outcomes will be achieved by testing and demonstrating the proposed services in two distinct pilots with very different market conditions: UK energy market (open mature market); Iberia energy market (in transformation – opening to use flexibility from demand-side). Given the nonexistence of a common legal framework across Europe, this will help us to validate different stakeholder benefits in close and open energy markets, which will enhance the full commercial roll-out after this 2-year project. These envisaged innovative services will allow utilities to maximize their profit and enable new business models from managing multiple energy flexibility assets, introducing flexibility as a new tradable asset in their business portfolios, and allow energy costs savings
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 'Wind Turbine in Icing Environment: Improvement of Tools for Sitting, Certification and Operation' demonstrating excellence, impact and implementation quality for a Fifth Framework call.

assistant: **Abstract**

Improvement of tools and knowledge suitable for manufacturers, operators, developers and consultants to exploit wind energy utilization in ice-endagered and cold climate environment. The detailed objectives are: A. Improved formulas to predict ice accretion from meteorological parameters available B. New icing map for entire Europe including number of icing days, distribution of intensity of icing, expected ice loads due to in-cloud icing C. Statistics and correlations on wind speed, temperature and solar radiation over Europe D. Effects of icing on power production and environmental safety for stall and pitch regulated turbines under different icing conditions in Europe E. Analyses of operation of standard" and "arctic" wind turbines located at harsh conditions in Europe F. Specifications for wind turbines and their components for harsh climates G. Improved safety H. Market study for "arctic" wind turbines."
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 Sixth Framework proposal on 'Fashion to Future'.

assistant: **Concept**

The recent years and the future ones are strategic for the fashion industry that, in the EU-MED zone, currently employs more than 8 million workers and it is composed of more than 200,000 SMEs. The whole fashion supply chain (including textile/clothing, footwear, apparel, leather goods, accessories and linked areas like distribution channels, service providers, etc) is suffering from global market changing rules.One of the opportunities to gain competitiveness is to take advantage participating in European RTD and innovation instruments to pursue excellence through research, innovation, technology transfer and collaboration with Third Countries. The project, involving 38 partners from 19 different countries, can be seen as a meta-Coordination Action that builds up on results and experience of three clustered ETI projects, FASHION NET (www.fashionnet.org), SHOES5000 and ITE.The project main aims are:- Increase the competitiveness of SMEs in the fashion system through simplified access to worldwide research & innovation results- Identify, analyse and disseminate criticalities and success stories of SMEs in FP6 and their contribution in the ERA, including developing useful guidelines to improve future involvement in FP7- Stimulate partnering schemes and transnational collaborations also with Third Countries enterprises and stakeholders- Mentor the creation of a critical mass of new project ideas- Enhance the readiness of SMEs to participate in future European RTD programmes (FP7)- Facilitate the cross linkages among SMEs / SMEs groupings, ETI projects, fashion sector stakeholders to promote further exchange and networkingAmong expected activities and results are 40,000 SMEs informed and stimulated towards FP7, a database of 1,500 R&D results, 68 presentation events, 60 new
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the specific objectives and expected outcomes for 'The linguistic and cognitive processing of space in signed and spoken language' in the context of a Sixth Framework call.

assistant: **Objectives**

The project investigates the relationship between linguistic and non-linguistic cognitive processes in a comparison of spoken and signed language. Because signed and spoken languages differ with respect to the use of iconicity (i.e. visually motivated forms), comparison between language modalities can provide valuable insight into the nature of the interface between different cognitive processes. Specifically, the project focuses on the dimensions of size, shape, and location and seeks to explore effects of differences in the linguistic treatment of these domains in spoken and signed languages on visuospatial cognitive processes. In an interdisciplinary approach combining linguistic and psycholinguistic methodologies, we will assess signers and speakers linguistic coding of these spatial dimensions to investigate the effect of linguistic structure on conceptual representation. Crucially, this study will take into account differences in both modality and language typology (i.e. variation between languages) to examine their relative contribution.The project will:(1) document and classify the use of structural devices in signed and spoken language in the spatial domain,(2) evaluate the effects on memory and attention of different linguistic treatment of spatial information in signed and spoken language in a cross-disciplinary approach, and(3) gain insight into the relationship between linguistic and non-linguistic cognitive processing.The results will enhance our understanding of the language and cognition interface and will have implications for both linguistics and psychology. The applicant has already gained substantial expertise in carrying out the linguistic analyses of signed and spoken languages necessary to the success of the project. The host institution will prov
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 Fourth Framework proposal on 'Molecular mechanisms of ifn-y-induced mhc class i i gene expression inmacrophages. Cooperation and interaction among transcriptional regulators'.

assistant: **Innovation**

Research objectives and content The tight regulation of MHC class II gene expression is critical for triggering the cascade of events leading to a normal immune response. Induction of MHC class II genes by interferon-gamma is characterized by a long lag period (8-12 furs) and total dependence on de novo protein synthesis, suggesting that the induction is mediated by one or more 'early' activators, themselves induced by interferon-gamma. Most recently, Celada et al. (host institution) have cloned the cell type-specific transcription factor ACII (activator of class II) which is induced within 30 minutes after interferon-gamma stimulation, without de novo protein synthesis. ACII belongs to the basic helix-loophelix family of proteins and contains 3 leucine-rich repeat regions which are thought to be involved in protein-protein interactions. In addition, B lymphocytes from patients suffering from a combined immunodeficiency lack 2 of the 4 protein isotypes of ACII normally expressed in humans, thus suggesting that ACII may act as a master-regulator of the interferon-gamma-induced signal transduction pathway that results in a normal immune response. Since ACII is an early response gene, we propose to study (1) the regulation of interferon-gamma-induced expression of ACII, (2) biological functions of ACII, and to identify (3) ACII interacting partner proteins. The innovative aspect of this study is to characterize the modulation and function of an apparent master-regulator of the interferon-gamma-mediated immune response. Training content (objective, benefit, expected impact) As I have a background in molecular haematology, I wish to specialize in molecular immunology. The host institution offers an excellent educational Master Program in Immunology thoroughly covering theore
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 'Pioneering Strategies Against Bacterial Infections' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The World Health Organisation named antibiotic resistance as one of the greatest threats to global health, predicting the advent of infections not responding to antibiotics. The humanity needs to pioneer disruptive technologies to re-gain the upper hand. To do so, PEST-BIN mobilized 5 universities, 3 institutes, a hospital and 5 private companies. We will fight infections with very diverse tools: from nano-engineering, antibiotic production, via proteomics-based diagnostics to big data analysis using artificial intelligence (AI). PEST-BIN will train ESRs in an interdisciplinary and intersectoral environment in these impact areas:1) Diagnostics: Current diagnostic tools fail to meet the clinical requirements for high speed, throughput, accuracy, cost and simplicity of use. PEST-BIN will develop infection diagnostic kits based on graphene, that will be functionalized by receptors capturing infection biomarkers. Our chips will contain only pure carbon and biodegradable polymers – zero environmental footprint. They will be used as “plug-and-play” disposable chips with a micro-SD jack.2) Infection mechanisms:  MS proteomics has been extensively used to analyse infectious bacteria, but our understanding of infection mechanisms has not advanced much. PEST-BIN is taking two new directions: i) generate proteomics datasets more relevant, comprehensive and time-resolved and ii) use novel computational tools (based on AI) to analyse proteomics datasets. This will lead to new drug targets for development of antibiotics.3) Killing biofilms: Dense extracellular matrix prevents drugs from reaching bacteria inside biofilms. This limited exposure enhances development of antibiotic tolerance. PEST-BIN will engineer magnetic nanoparticles (directed by magnetic field), spiked with antibacte
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 'Biomedical Information Synthesis with Deep Natural Language Inference', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Deep neural networks (DNNs) have become a critical tool in natural language processing (NLP) for a wide variety of language technologies, from syntax to semantics to pragmatics. In particular, in the field of natural language inference (NLI), DNNs have become the de-facto model, providing significantly better results than previous paradigms. Their power lies in their ability to embed complex language ambiguities in high dimensional spaces coupled with non-linear compositional transformations learned to directly optimize task-specific objective functions. We propose to adapt Deep NLI techniques to the biomedical domain, specifically investigating question answering, information extraction and synthesis. The biomedical domain presents many key challenges and a critical impact that standard NLI challenges do not posses. First, while standard NLI data sets requires a system to model basic world knowledge (e.g., that ‘soccer’ is a ‘sport’), they do not presume a rich domain knowledge encoded in various and often heterogeneous resources such as scientific articles, textbooks and structured databases. Second, while standard NLI data sets presume that the answer/inference is encoded in a single utterance, the ability to reason and extract information from biomedical domains often requires information synthesis from multiple utterances, paragraphs, and even documents. Finally, whereas standard NLI is a broad challenge aimed at testing whether computers can make general inferences in language, biomedical texts are a grounded and impactful domain where progress in automated reasoning will directly impact the efficacy of researchers, physicians, publishers and policy makers.


**Keywords:** Biomedical information extraction, question answering, natural language inference, deep lear
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 Fourth Framework proposal for the project 'Instrumentation for marine CO2 from remote platforms'.

assistant: **Objectives**

OBJECTIVES: We propose to develop analytical methods and technology to obtain accurate data from remote platforms (drifting buoys and merchant ships of opportunity) on the following variables in near-surface seawater: 1) total alkalinity (TA) from drifting buoys, and 2) total carbon dioxide (TC02) and pH from smart" instruments aboard voluntary observing ships of opportunity. These aims will be achieved by exploiting recent advances in spectrophotometric detection, flow-injection and infra-red analyser design. Additionally, we will fully evaluate and field-test prototype instruments in the sub-arctic. The new instruments will be integrated with the already extant techniques we have developed for the determination of the fugacity (or partial pressure) of C02(fC02) from these platforms. Thus either type of remote platform will yield data which uniquely and completely define the speciation of inorganic carbon in sea water. These developments will keep Europe at the forefront of remote C02 instrument development. RATIONALE: The need for development of instruments to remotely gather data on all forms of inorganic carbon in the sea has been highlighted in the international planning of the Global Ocean Observing System (GOOS). Data obtained from deployment of such instruments would contribute greatly to the understanding of the oceanic carbon cycle, the factors governing the natural atmospheric C02 concentration, and the processes controlling air-sea exchange and oceanic uptake of carbon dioxide. DELIVERABLES: technology to enable extended, accurate, remote determination of all the forms of dissolved inorganic carbon in the sea. A feature of the project will be liason with SMEs in France and the UK who are already involved in exploiting the fC02 techniques previously developed