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 'Experimental COgnitive Distributed Engine' (ECODE).

assistant: **Innovation**

The aim of the ECODE proposal is to develop, implement and validate experimentally a cognitive routing system. This system will use cognitive techniques to provide a routing system able to meet the future Internet challenges. The project gathers networking and machine learning experts to address these challenges efficiently. In architectural phase one, the cognitive routing system is designed and prototyped. In phase two, we consider three representative sets of use cases to evaluate the benefits of machine learning techniques to improve a) the Internet manageability and security, b) the availability of Internet paths, and c) the scalability and quality of the Internet routing system. Concerning the manageability and security use case, the project will develop, implement and experiment new techniques that allow 1) to adaptively sample traffic on core links, 2) to efficiently monitor the path performance by combining passive and active measurements, and 3) to cooperatively detect traffic anomalies leading to performance or QoS decrease, and cooperatively detect intrusions and attacks. Concerning the availability use case, the project will develop, implement and experiment new techniques to allow 1) efficient path ranking based on QoS and availability metrics, 2) routers to efficiently reroute paths to other links in case of failure, and 3) routers to correlate traffic flows to diagnose and predict deviation over time. Concerning the routing scalability and quality use case, the project will develop, implement and experiment new techniques to detect events that are detrimental to the routing system dynamics and to efficiently react to such events. In phase three, we implement and experiment novel semi-supervised, on-line, and distributed machine learning techniques within
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 'Characterization of the anaerobic degradation of phenanthrene by a novel sulfate-reducing enrichment culture for the development of bioremediation methods'.

assistant: **Innovation**

Polycyclic aromatic hydrocarbons (PAHs) are widely distributed contaminants that produce hazardous effects on human health. They are persistent in the environment and recalcitrant to degradation, rendering the development of efficient PAH-removal methods a worldwide concern. In PAH-contaminated aquifers or sediments, oxygen is depleted very rapidly, thus microorganisms able to use these compounds as a carbon source in the absence of molecular oxygen are crucial for their consumption. The aim of this project is to elucidate the enzymes and mechanisms for the anaerobic degradation of phenanthrene by a novel sulfate-reducing enrichment culture. The first objective is to identify the organisms responsible for phenanthrene degradation. A phylogenetic characterization will be performed by pyrosequencing of the 16S rRNA genes amplified from the enrichment culture. The second objective is to discover the enzymes involved in the degradation process. To this end, a combined transcriptomic and proteomic evaluation of the enrichment culture will be performed. The functionality of the identified enzymes will be then evaluated in vitro. The chemical stability and complicated structure of phenanthrene promises the discovery of novel types of enzymatic reactions. Finally, the microorganisms responsible for phenanthrene degradation will be purified to homogeneity and characterized to evaluate the optimal environmental conditions for growth and phenanthrene degradation. Options to improve biodegradation at contaminated sites and to promote phenanthrene removal will be studied. The project proposes insights into the anaerobic biodegradation of three-ring PAHs as one of the most prominent classes of environmental contaminants.
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 'Frontiers of Research in Ecological Economics' in the context of a Fifth Framework call.

assistant: **Objectives**

Two four-day conferences are proposed which focus on ecological economics which is a cutting edge research area dealing with European and global environmental and socio-economic problems taking an inter-disciplinary approach. The conferences are designed to be highly interactive between and amongst junior and senior scientists and provide a forum for learning and networking.Specific high-level scientific issues have been selected for each event including the following topics:- value conflicts in environmental management and policy;- non-market valuation;- environmental planning;- participatory decision processes;- environmental accounting;- business and the environment;- institutional evolution for long-term environmental management;- risk, uncertainty & ignorance;- strong sustainability;- political ecology;- feminism;- new environmental paradigms;- research and teaching methods.The objectives are to:- provide a platform for learning about state-of-the-art theoretical and applied advances in ecological economics;- promote scientific excellence and advance the study of ecological economics;- address key issues at the frontiers of research in socio-economics and the environment;- facilitate networking of researchers from across Europe and with non-European experts;- facilitate interaction between junior and senior researchers.
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 Europe proposal on 'Feynman Graph Expansions for high Precision'.

assistant: **Innovation**

To an astonishing degree the laws of physics are described by the Standard Model of particle physics. Having discovered its final miTo an astonishing degree the laws of physics are described by the Standard Model of particle physics. Having discovered its final missing piece, the Higgs boson, CERNs Large Hadron Collider has now entered its high-precision phase challenging not only the SM but also our abilities to draw sufficiently precise predictions from it. A formidable challenge will be to bring the accuracy of theoretical calculations to the percent level and, if possible, beyond. There are various bottlenecks associated to the different ingredients entering these predictions. An enormous challenge will be to improve the accuracy of partonic cross sections, which describe the scattering of the proton's constituent quarks and gluons, in perturbative quantum chromo dynamics. To reach the required precision we already now desire next-to-next-to-leading order (NNLO) predictions for 2-to-3 processes, next-to-NNLO (N3LO) predictions for 2-to-2 processes and even N4LO predictions for 2-to-1 processes. At the same time further improvements to N4LO will be required for the splitting functions which are needed for a systematic treatment of parton density functions. With the high luminosity phase of the LHC commencing in 2029 we can expect, however, that predictions of even more complicated final states will be required. It is clear that our current methods are not be up to the task. This project aspires to fill this gap through a new methodology based on very recent advances I made in Feynman graph Theory and its applications to asymptotic expansions and infrared subtraction schemes. This methodology will allow for the efficient automation of expansions around kinematic limit
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 'An ML Approach to IFIs: Determinants of IMF Lending' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The International Monetary Fund (IMF) is frequently argued to be an agent of its most powerful shareholders. Challenging the common belief that strategic allies of the US and/or G5 countries always get better deals from the IMF, whereas it is the IMF staff who has the main leverage over the design of conditionality when low-income countries are borrowing from the Fund, this project will develop a novel framework, drawing upon existing literature on the IMF, in order to present a comprehensive model that takes into account all actors having an impact on IMF program design. The following questions will be at the core of this research: What factors influence the terms of an IMF program? And how do those factors play into shaping the design of the programs? Through creating an original framework, the project will aim to provide an indispensable and extensible tool for international political economy researchers, policymakers, governments and IMF staff to model the program design and implementation process with high predictive power of the outcomes. The project will make a major contribution to the literature by creating a machine learning (ML) model for predicting the loan size, number of IMF conditions and waivers during program implementation, which complements traditional statistical models by integrating a larger number of variables and providing high accuracy of prediction. The project will also create a natural language processing (NLP) tool for automated, fast analysis of the IMF’s Executive Board meeting minutes, which is able to capture elements including individual board member sentiments, alliance between representatives of different countries and G5 stance with high accuracy. The research will take on board an eclectic approach, using mixed methods involving ML,
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 'Function of Non-coding RNAs in Lung Cancer' under Seventh Framework.

assistant: **Concept**

Lung cancer is the most frequent cause of tumor-related death in Europe with Non-Small Cell Lung Cancer (NSCLC) representing 75% of all lung tumors. Its molecular pathogenesis is incompletely understood and specifically the role of functional RNAs in this deadly disease remains to be uncovered. Shifting a paradigm, RNA is now recognized not only as a mediator in protein synthesis, but as important functional molecule in the cell. The microRNA family contributes to lung cancer development, but also other classes of non-coding RNA (ncRNA) are linked to this disease. However, their precise functions in pathological as well as physiological processes remain unknown. Previously, we discovered a ncRNA that correlates with metastasis formation in NSCLC termed MALAT-1.This project aims to characterize the cellular impact, molecular function and prognostic significance of MALAT-1 and the imprinted ncRNA H19 in lung cancer. First, experiments in cell lines with altered ncRNA abundance will unravel their impact on cellular phenotypes like proliferation or migration. Second, identification of interacting proteins of the ncRNAs will elucidate the molecular networks in which these RNAs function and further experiments will analyze their molecular function. Lastly, characterization of the expression and localization of the ncRNAs will determine their potential use as tumor markers for diagnosis or prognosis in tumor samples as well as blood-derived circulating tumor cells.In summary, this project will shed light on important molecular and cellular functions of ncRNAs in cancer and elucidate their potential as disease markers. In parallel, it allows us to broaden our research focus which would be impossible without this funding and delve into one of the most fascinating fields in RNA b
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 'Evolution of cognition and primate social style' to be submitted under Seventh Framework.

assistant: **Abstract**

In his book “The Descent of Man” (1871), Darwin suggested that differences between human and animal intelligence is a matter of degree, not of kind. Since then, it has been empirically proven that Humans share common cognitive attributes but also exhibit complex cognitive skills not demonstrated by other primates. A crucial question in comparative cognitive research is whether these species differences in cognitive abilities correlate with differences in ecological and social factors. The social intelligence hypothesis suggests that an increase in social complexity drove the evolution of cognitive flexibility in primates. Comparisons using established cognitive tests between species that live in social systems of differing social complexity offer the strongest test of the social intelligence hypothesis but these comparisons are lacking. To fill this gap, ´Macacognitum´ will challenge the social intelligence hypothesis and will use a unique approach by comparing the cognitive skills of macaque species of different social tolerance grades using a large comprehensive test battery for comparative cognition. According to the theory, we should observe different set of cognitive abilities between the macaques. In particular, given their similar life history and diet, but different social styles, we expect macaques with a greater social tolerance to display greater skills in the social domain. Here, the integration of comparative psychology and evolutionary biology will: 1) help understand the evolutionary history of cognitive traits in a primate monophyletic group and 2) examine the differential influence of social style on cognition of closely related species. This project proposes a unique approach that has the potential to greatly improve our understanding of the evolutiona
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 'Photo-Digital Channelizer for Flexible Digital High Throughput Satellites' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Photonic technologies are key enablers to satisfy the requirements of future Terabit/s communication satellites. The ability of Photonics to handle high data rates and frequencies is critical in this scenario, where current purely RF technologies are limited in SWaP and performance. However, the use of photonics devices is currently restricted to a few demonstrations in non-critical equipment and with limited degree of integration. PhLEXSAT will increase the maturity level of several key photonic devices and modules to TRL5, designing, fabricating and testing 1) Photonic sampler, 2) ultra-low jitter photonic clock for precise sampling, 3) Photonic-assisted ADC and DAC for digital channelizers for Q/V-band operation and 4) on-board digital processing firmware. Miniaturization will be achieved by fabricating and integrating a modulator photonic integrated circuit (PIC) and high-linear photodiode PIC with electronics in the photonic ADC and DAC components. PhLEXSAT will integrate and demonstrate such building blocks in a test bed proving the suitability of the proposed architecture for Tbps-like, software defined HTS payloads with hundreds of channels with flexible bandwidth allocation up to 1GHz/channel, demonstrating a flexible photo-digital channelizer for high capacity reconfigurable payloads, enabling flexible frequency plans and channelization and dynamic coverage for Ku/Ka/Q/V operation. PhLEXSAT consortium comprises the multidisciplinary skills needed to achieve its objectives and fully exploit its results, with partners representing the whole value chain, from space-grade hardware developers to communications satellite integrators and operators. PhLEXSAT builds on the results of the previous FP7 project PHASER and is complementary to developments made by its partn
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 'Structure and dynamics in soft colloidal systems' (DYCOSYS), addressing dissemination and exploitation.

assistant: **Impact**

Understanding the behaviour of soft materials is the key for designing or optimising new materials and processes, enhancing drag delivery and medical treatment issues, and addressing environmental issues. In this large and still evolving field, one of the key themes is that of systems interactions and combination of properties of different materials. One of the many means of addressing this thematic area is the relatively unexplored field of soft colloids, i.e., systems that combine properties of convention al well-studied hard spheres (particle) and those of also well-studied polymers (grafted layers for stabilization). Understanding and controlling the structure and dynamic response of interacting colloidal suspensions over a broad range of length and time scales represents a formidable challenge in soft matter physics.The goal of this proposal is to explore a new range of control parameters (cross-linking density, temperature, introduction of depletion forces via linear homopolymer (polystyrene) addition) for monitoring the softness of the colloidal particles (core variation, deformability). By using an interdisciplinary approach based on a broad range of experimental techniques (DLS, rheology, rheo-DWS echo, SAXS, SANS), on a longstanding expertise of the polymer group of FORTH in the study of the dynamics and rheology of polymeric systems (including soft colloids) and on the experience acquired by the applicant (rheology + modelling), we aim at exploring the structure and dynamic response of different colloidal systems, covering the range from very soft behaviour (exhibiting liquid like order) to harder behaviour (exhibiting crystalline order), in order to obtain new information about the micro-structural origin of yielding and flow of these soft colloidal systems.
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 'Unification Through Law: The Court of Justice of the European Union as Cultural-Moral Agent' in the context of a Horizon 2020 call.

assistant: **Objectives**

The Court of Justice of the European Union (‘CJEU’) has strongly contributed to the European Union (’EU’) as we know it today, through enlarging the competence base of the EU through its case-law. However, the current challenges that the EU polity faces, ranging from consecutive waves of enlargement, financial bail-outs, and waves of immigration, suggests that the EU may not need integration anymore, but unification. It may require an EU citizenry that is united in solidarity and willing to organize itself collectively, through forms of self-government. In the existing EU constitutional scholarship, judges are assumed to be able contribute to a unified citizenry by two major means. One the one side of the debate stand those conceptualization courts as ‘legal-interpretative’ agents that can strengthen forms of self-government if they interpret the law on the basis of distinct hermeneutical theories of legal interpretation representing the will of the citizens. On the other side of debate stand those conceptualization courts as ‘political-constitutional’ agents that can speak with the voice of the citizenry if they fulfill certain institutional conditions that allow citizens to participate in court decision. UNITE aims to explore new means through which the CJEU could, through its case-law, contribute to the unification of the EU citizenry and flourishing forms of EU self-government through conceptualization it as ‘cultural-moral’ agent. More specifically, UNITE is grounded in the assumption that the judicial opinion is a cultural artifact, which can, through the cultural narrative it is grounded on, give expression to and alter how citizens think about themselves and the community they inhabit. The project aims to reveal the shape and form of such cultural narratives thr