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: Draft an impact statement for 'Learning and memory', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

The two conferences (Perturbation" and "Representation" of memory) have clearly defined and parallel integrative themes and objectives, each leading to a logical culmination of the Neural Mechanisms of Learning and Memory series. The first conference focuses on the experimental analysis of amnesia across species, including human disorders such as Alzheimer's disease. This focus on human amnesia is a new, but appropriate theme at this stage in the Series, which examines possible clinical applications of work reviewed in previous Euroconferences, as well as the added theoretical inspiration that derives from the study of patients. The cross-species analysis in this first meeting is essential for investigating the utility of animal models of amnesia, in particular, of transgenic manipulations, which seek to reproduce some of the key neuropathology of Alzheimer's disease.Technological significance derives from the use of such animals to assess the efficacy of forthcoming neuroprotective and neuropharmacological modes of treatment. The second meeting (on "Representation") focuses on the various ways in which different forms of memory are represented in the brain, using computational, cellular, molecular, neuropsychological and neuropsychological approaches in different model systems to unravel the mechanistic substrate of the memory trace. Particular emphasis will be placed in this second conference on relating more abstract and correlatives approaches to understanding memory (rather than the interventionist strategy inherent in the study of memory perturbation), in order to provide synergy between level of representation and analysis.We aim to relate levels of analysis such as computational modelling with a comparative analysis of the patterning of activity in the brain bas
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 'Spacefibre IMPLementation design test Equipment (SIMPLE)'.

assistant: **Concept**

Following the success of SpaceWire, SpaceFibre (SpFi) is the new communication standard being finalised by the European Space Agency (ESA) to address very high data-rate (beyond 2Gbps) links on board of satellites as required by current and forthcoming space missions. While on one side ESA is leading the finalisation of the standard through ECSS, IngeniArs (member of the ECSS board) aims at industrialising compliant products.The ambitious goal of SIMPLE is to bring IngeniArs SpFi advanced prototype (TRL6, outcome of SME-INST-1 project) to TRL9 with the industrialisation of three products:- SpFi IP-core: a macro-cell to be integrated into customer’s FPGA/ASIC designs- SpFi Analyser Box: a standalone ground equipment to test and validate SpFi-based systems- SpFi Analyser PXI: an embedded module to be integrated in customer’s ground equipment featuring PXI interfaceThis way, Aerospace industries will be provided with all the necessary off-the-shelf products to speed-up the development and testing of aerospace systems with high-speed communication requirements. This will be beneficial also for a larger group of stakeholders such as the EC, EU member state governments and their space agencies, the scientific and industrial space community, leading to an advancement of Europe in this strategic aerospace field.SIMPLE expects to reach as worst-case at least 10% of the EU space market share for the IP core and 50% for the SpFi Analyser box and PXI, offering SpFi products to primes, SMEs and R&D institutions. The business will imply, in the worst case, a cumulative EBITDA of 5MEuro in the 2017-2021 period, generating 4 FTE positions in the company. To this aim, we have already set-up strategic commercialisation partnerships within Europe and beyond.SIMPLE perfectly matches the bu
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 'Dirac Materials' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The elegant Dirac equation, describing the linear dispersion (energy/momentum) relation of electrons at relativistic speeds, has profound consequences such as the prediction of antiparticles, reflection less tunneling (Klein paradox)  and others. Recent discovery of graphene and topological insulators (TI) highlights the scientific importance and technological promise of materials with “relativistic Dirac dispersion"" of electrons for functional materials and device applications with novel functionalities. One might use term ‘Dirac materials’  to encompass a subset of (materials) systems in which the low energy phase space for fermion excitations is reduced compared to conventional band structure predictions (i.e. point or lines of nodes vs. full Fermi Surface).Dirac materials are characterized by universal low energy properties due to presence of the nodal excitations.  It is this reduction of phase space due to additional symmetries that can be turned on and off that opens a new door to functionality of Dirac materials.We propose to use the sensitivity of nodes in the electron spectrum of Dirac materials to induce controlled modifications of the Dirac points/lines via band structure engineering in artificial structures and via inelastic scattering processes with controlled doping. Proposed research will expand our theoretical understanding and guide design of materials and engineered geometries   that allow tunable energy profiles of Dirac carriers.""
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 'Patterns of climate variability in the north atlantic' (PACLIVA) under Fifth Framework.

assistant: **Objectives**

The project intends to significantly extend observations of decadal to century scale climate variability of the North Atlantic Ocean and its impact on climate change in Europe beyond the instrumental period, which at best only covers the last 1-2 centuries. It will provide critical data for testing/validating climate models over time scales of high importance for climate prediction. The approach has a comprehensive geographical coverage, very high temporal and significant spatial resolution, and will identify the degree to which the oceanic anomaly patterns associated with the North Atlantic Oscillation (NAO) reflect the main long term mode of variability of North Atlantic climates. This will be done by the use of state of the art palaeo-observation methods, building upon a unique European world-class network of collaborating laboratories.
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 'The use of Methylated DNA Immunoprecipitation MeDIP in cancer for better clinical management' (CANCERDIP), addressing dissemination and exploitation.

assistant: **Impact**

Aberrant DNA methylation is the most common molecular lesion of the cancer cell. Neither gene mutation nor cytogenetic abnormalities are as common in human tumours as DNA methylation alterations. The stability of our genome and correct gene expression is maintained to a great extent thanks to a perfectly preestablished pattern of DNA methylation and histone modifications. In cancer this idealistic scenario breaks down due to an interesting phenomenon whereby the regulatory regions (CpG islands) of certain tumour suppressor genes become hypermethylated, inactivating the gene as a consequence, whilst a wave of hypomethylation occurs in the genome. Indeed, CpG island promoter hypermethylation has a tumour-type-specific pattern, where each gene tends to be methylated in the cancer cells driven from a particular tissue, but not from others. It is also widely accepted that the multiprotein complex associated with the methylated DNA is also crucially involved in the repression of gene expression. Another aspect crucial for the interest of epigenetics in cancer is that promoter hypermethylation of the CpG island of tumours suppressor genes occurs early in tumorigenesis. Furthermore, it has been extensively reported that CpG promoter hypermethylation can be used as predictor of cancer behaviour and a predictor of response to treatment. This characteristic makes promoter hypermethylation combined with the epigenetic associated proteins profile, a potential biomarker for early detection of cancer and for the individualization of cancer treatment. We are going to use a novel technique based in chromatin immunoprecipitation, the Methylated DNA Immunoprecipitation (MeDIP) technique that will easily permit us to obtain an epigenomic profile which will be used to personalize cancer tre
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 'Synchronising the Research Policy Dialogue to the Indian Dimension' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

SYNCHRONISER will boost the impact of the EU-India research policy dialogue in ICT using Foresight techniques. A COMMITTEE of stakeholders from both regions will identify research paths for joint research priorities noted at the EU-India March 2009 Information Societies Joint Working Group. SYNCHRONISER addresses 2 objectives feeding the EU-India policy dialogue and strengthens the international dimension of their ICT research programme: i) matching EU-India co-funding opportunities; ii) long term Indian research perspectives aligned with EU priorities. A Foresight exercise will identify future R&D trends to influence EU-India R&D policy. Input will include a comprehensive survey of best-in-class researchers across India using Delphi research techniques as a keynote activity resulting in publication of a Trend Study and Roadmap Report at the end of the Foresight process. This Study will act as an encyclopaedia for future EU-India joint research initiatives by highlighting current joint research scenarios and long-term perspectives. The SYNCHRONISER Consortium is well-balanced and geographically well-distributed, Indo-European, public-private-partnership with in-depth knowledge of the ICT sector in both regions and is part of a broad international network of public and private organizations, research centres and universities. The Consortium will benefit from its partners' vast experience in EU-India Horizontal Support Action projects and strong support by the Government of India's Department of Information Technology to establish synergies with other policy dialogue initiatives (e.g. INCO-NETS, BILATS, and other EU-India ICT projects). The GoI DIT will also assist in organizing high-level events involving policy-makers. SYNCHRONISER will ensure project dissemination thro
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 'Intelligent Decision Making Systems in European Business and Economics' in the context of a Seventh Framework call.

assistant: **Objectives**

In this proposal we want to develop new decision making models and analyze its usefulness in European business and economic problems. For doing so, we use a wide range of techniques commonly used in the area of soft computing. Especially, we focus on the use of the ordered weighted average (OWA). The OWA operator is an aggregation operator that provides a parameterized family of aggregation operators between the minimum and the maximum. Thus, in decision making it can be used as a tool for measuring the degree of optimism (pessimism) that the decision maker is using in the decision process. We will develop a wide range of new OWA operators by using other tools such as probabilities, weighted averages and distance measures.We will give particular attention to decision making problems in the area of business administration and economics. For example, we will consider problems in the area of financial management, strategic management, human resource selection and public sector management. Some of these models will bring a strong connection with other related areas including politics and law. Political decision making will be a part of our analysis when economic decisions are involved such as the fiscal and monetary policies of a country. Juridical decision making will be also considered especially from the context of the European Union because the establishment of laws needs a previous decision making analysis in order to obtain the most appropriate ones.For doing so, the researcher of this proposal wants to move to the Manchester Business School (MBS) at the University of Manchester to work with Jian-Bo Yang, a leading expert in this area and the Chair of Decision and System Sciences at MBS.""
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 'Clean Urban Transport for Europe'.

assistant: **Concept**

Realisation of an unique public transport system, including the necessary accompanying energy infrastructure based on hydrogen. Improvement of the quality of air and life in urban areas and due to the high-energy efficiency of fuel cells (FC) the conservation of fossil resources. Gaining more than 250 000 operating hours of fuel cells for the first time due to the scheduled operation of 27 FC driven buses in 9 different cities over a period of 2 years, in order to prepare the fuel cell technology for series transport application.Design, construction and operation of the necessary infrastructure for hydrogen production and innovative refuelling stations. Ecological, technical, economic, social and socio-economic analysis of the entire system and comparison with conventional alternatives. Increasing the competitiveness of the EU industry.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon Europe proposal for the project 'Biosensor-Based Diagnostic Platform Enabling Real-Time Monitoring of Existing and Emerging Pollutants'.

assistant: **Objectives**

BIOSENSEI develops a real-time, multiplexed, end-to-end, tailored and reliable biosensor platform, using cellular responses, for detection of abiotic pollutants - Nutrients, Estrogenic endocrine-disrupting chemicals, and PFAS (Perfluoroalkyl and Polyfluoroalkyl Substances); and biotic pollutants - Microcystins. Cellular biosensors from bacterial variants will be genetically engineered using, RNA-RNA interactive and type III CRISPR-Cas-mediated transduction cascades. These biosensors are encapsulated and immobilised at bi-modal transducers (nanoelectrochemical and optical) to provide highly reliable, tuneable and sensitive detection of the target pollutants. Bespoke ultra-low power analog front ends and autonomous IoT end-nodes will enable operation and data acquisition from biosensors and facilitate easy integration in existing LoRa networks enabling real-time data feeds. Neural computing algorithms are embedded on the edge to correct for sensor aging and interferents in the (bio)chemical transduction and improve sensor data accuracy. An online dashboard will be developed to allow end users to visualize data. BIOSENSEI will embed the whole R&D process within a safe-and-sustainable-by-design framework to guarantee environmental safety related to risks of potential release into the open environment. Biosensors will be scalable, adaptable to different applications in water & soil and will be deployed in four different use-cases. The consortium is vertically integrated bringing expertise in cellular biology, surface chemistry, nanoelectronics fabrication, hardware integration, regulatory and industrial sampling and artificial intelligence. BIOSENSEI directly addresses HORIZON-CL6-2023-ZEROPOLLUTION-01-6 Biosensors and user-friendly diagnostic tools for environmental 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: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'Research on Indigenous Data Governance Protocols: A toolkit for working with Indigenous Knowledge'.

assistant: **Concept**

Data governance trends increasingly emphasize the need to open access to data, despite growing concerns over data privacy, control and surveillance. Indigenous peoples, with different epistemological traditions for the use and sharing of culturally sensitive information, add the additional concern of peoples ability to exert data sovereignty. Thus, while interest grow on the documentation and use of Indigenous knowledge, current data governance trends do not align well with Indigenous data rights and governance rules. This is the case of data on Indigenous peoples perceptions of climate change impacts collected under the LICCI project (771056-LICCI-ERC-2017-COG). While adhering to the highest EU ethical standards, data collected under the LICCI project failed to address Indigenous data governance. To develop a set of tools to guide the management of Indigenous knowledge and data in the open while adhering to Indigenous data governance principles, in this project, I will conduct Research on Indigenous Data Governance Protocols (RIDaGoP). In partnership with organizations working on Indigenous data governance issues, RIDaGoP will undertake four activities in 18 months: i) a literature review to document Indigenous data governance protocols; ii) an assessment on requirements to operationalize Indigenous data sovereignty in an open context; iii) the development and testing of features to operationalize Indigenous data sovereignty; and iv) the dissemination of results. RIDaGoP will facilitate the configuration and use of Indigenous data sovereignty protocols, allowing knowledge holders to set granular terms of access and use of data and to track data usage. RIDaGoP has the potential to reframe how datasets concerning Indigenous peoples are managed and how Indigenous peoples
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 'Beyond two-point correlations: from higher-order data statistics to neural representations' (2021-2027), addressing dissemination and exploitation.

assistant: **Impact**

Deep neural networks (DNNs) have revolutionised how we learn from data. Rather than requiring careful engineering and domain knowledge to extract features from raw data, DNNs learn the relevant features for a task automatically from data. In particular, high-order correlations (HOCs) of the data are crucial for both the performance of DNNs and the type of features they learn. However, existing theoretical frameworks cannot capture the impact of HOCs – they either study “lazy” regimes where DNNs do not learn data-specific features, or they rely on the unrealistic assumption of Gaussian inputs devoid of non-trivial HOCs.beyond2 will develop a theory for how and what neural networks learn from the high-order correlations of their data. We break the problem into two parts:(i) *How?* We analyse the learning dynamics of neural networks trained by stochastic gradient descent to unveil the mechanism by which they learn from HOCs efficiently (in terms of the minimum amount of training data / learning time required to attain satisfactory predictive performance).(ii) *What?* Our preliminary research suggests that neural filters are primarily determined by the “principal components” of HOCs. We investigate how these principal components relate to fundamental data properties, such as symmetries of the inputs.We attack these problems by extending methods from statistical physics and high-dimensional statistics to handle non-Gaussian input distributions. Studying the interplay between data structure and learning dynamics will allow understanding how specific learning mechanisms, like attention or recursion, are able to unwrap HOCs.By shifting the focus from unstructured to non-Gaussian data models, beyond2 will yield new insights into the inner workings of neural networks. These insig