RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Mapping the Complexity of Counting' to be submitted under Seventh Framework.

assistant: **Abstract**

Just as advances in engineering rely on a deep foundational knowledge of physics, so too advances in algorithms and programming rely on a deep knowledge of the intrinsic nature of computation. Significant progress has been made, particularly in the field of computational complexity, which aims to discover which computational problems are feasible, which are inherently infeasible, and why. However, huge theoretical challenges remain: many problem classes are poorly understood, including those containing problems arising in practical applications. The MCC project will enable significant computational advances in a host of application areas through the development of a comprehensive theory of counting problems. These problems, which involve the computation of weighted sums, are common and important, arising in practical applications from diverse fields including statistics, statistical physics, information theory, coding, and machine learning. Thus, it is of fundamental importance to understand their complexity. We propose a coherent and systematic study of the complexity of counting problems. A sequence of exciting recent developments, pioneered by the PI and others, makes it plausible that we now have the tools needed to make substantial progress. The overall objectives of MCC are (1) Map out the landscape of computational counting problems (exact and approximate), determining which problems are tractable, and which are intractable (quantifying the extent of tractability), and (2) Develop complexity characterisations elucidating the features that make counting problems tractable or intractable, not only discovering which problems are tractable, but also discovering a characterisation telling us why. The project encompasses a large range of wide-open problems. However, th
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 'Farm-noise: AI-based optimization to minimise tidal turbine noise and the impact on marine fauna' (Farm-noise), addressing dissemination and exploitation.

assistant: **Impact**

Tidal energy presents a promising solution for addressing the growing demand for sustainable energy. Extensive research efforts have been dedicated to refining individual turbine efficiency and optimizing tidal farms to maximize energy output. However, as tidal farms scale up, there's a consequential rise in noise emissions that can prove detrimental to underwater ecosystems. This issue necessitates a dedicated focus on the development of noise-reducing farms. While tidal turbine design has, to date, been focused on energy production, fatigue load and lifespan of the blades and paid little attention to the acoustic footprint and subsequent effects on the environment, it is urgent to design silent energy farms to reduce the noise impact on local fauna.Farm-noise intends to: 1) characterise individual tidal turbines and construct simple models (surrogates) for their representation; 2) provide mechanisms for the acoustic control/minimisation. We will characterize tidal turbines and farms using computational fluid dynamics and large eddy simulations. Based on the simulations and the extracted physical insight, accurate surrogate models for turbines and associated acoustics will be developed to enable optimization of farms that minimize noise while ensuring energy production. Machine learning based reinforcement learning methodologies will be used to optimize and control the trade-off between energy production and noise emission. Compromises between energy and sound generation will finally be reached automatically for specific sites taking into account ambient conditions and local fauna.The expected research results will not only provide theoretical and methodological support for the design and silent operation of large tidal farms but also promote the ecological sustainabil
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 'Microbes in the city: a metagenomic trait-based analysis of microbial metacommunity structure along urbanization gradients' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Human induced environmental gradients have a strong effect on biodiversity and ecosystem functioning. Despite the valuable ecosystem services (such as biogeochemical cycling and xenobiotic degradation) provided by microbial communities, environmental conservation policies usually neglect microbial diversity. This can be in part attributed to our poor understanding of microbial community responses to anthropogenic influences in natural landscapes. Urban ecosystems are key examples of environments that are strongly impacted by anthropogenic activity. In addition to our need to understand how microbial communities respond to urbanization, urbanization gradients are also excellent model systems to study how the taxonomic and functional diversity and composition of microbial communities respond to anthropogenic stress in general. In the here proposed project, we will study microbial communities in freshwater ponds located across well characterized urbanization gradients in Belgium. We will apply metagenomics in a molecular trait based approach in an effort to determine the influence of human induced environmental gradients on the biogeochemical cycling and xenobiotic degradation pathways in microbial communities. Also, we will analyse the role of the mobilome - mobile genetic elements such as plasmids and transposons - as a source of rapid evolution in microbial communities under anthropogenic stress. We will take a metacommunity approach in order to quantify the relative importance of local (environmental) and regional (spatial) processes in shaping bacterial communities across the studied gradients.  Our proposed study is unique as it combines the nascent theory of evolving metacommunities with a high throughput molecular approach, metagenomics, to better understand the im
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 'Broadcast Restoration of Archives through Video Analysis', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

The main objectives of the BRAVA project are to significantly enhance the efficiency of film and video-originated archive restoration process and to prepare the restored material for dissemination via multi-resolution digital video broadcasting standards. The efficiency of video programme restoration process will be enhanced through exploiting information obtained from a high-level video analysis tool to control directly an automated restoration system in real-time by providing simple instructions to the real-time equipment, that the user can understand and edit if necessary. The main objectives of the BRAVA project are to significantly enhance the efficiency of film and video-originated archive restoration process and to prepare the restored material for dissemination via multi-resolution digital video broadcasting standards. The efficiency of video programme restoration process will be enhanced through exploiting information obtained from a high-level video analysis tool to control directly an automated restoration system in real-time by providing simple instructions to the real-time equipment, that the user can understand and edit if necessary.OBJECTIVESTo develop high-level analysis tools to analyse the image and optimise the restoration process by controlling each of the individual stages used in the restoration;To develop real-time prior-to-restoration quality analysis software tools for archive material;To develop a working hardware/software test bed, which will become a prototype system to show and evaluate the equipment and software tools created in the project;To preserve more of the original film bandwidth to produce restored material suitable for high resolution display;To significantly improve on current equipment and processes in terms of quality, addresse
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 the overall concept, methodology and approach for the project 'INTEGRATED TIME TRACKING SYSTEM' (IT-TRAS).

assistant: **Concept**

Time tracking constitutes a key feature of efficiency evaluation. Nevertheless, the production of Global Time Sheets is a cumbersome task usually ignored or improperly produced by the workers leading to inability to evaluate efficiency or accurately calculate the billable hours of work. The main reason behind that is the need of constant user intervention to set, pause or stop a timer per task or project which is impossible for those working away from the business premises. Integrated Time Tracking system (IT-TRAS) will minimise the need for user intervention in accurately calculating the working hours by operating seamlessly regardless of the location of the worker, by automatically adjusting to operational features of different tasks and by making smart distribution of time per task. Artificial Intelligence and specifically Machine Learning will be employed to gradually minimise user intervention through supervised learning and classification algorithms applied in a defined pool of training data containing the actual working hours per task and project. To achieve this, an Innovation Associate will be hired by the Rhodes Centre for History and Social Research – Rhodes Project SCE. The successful candidate will have a PhD in informatics, background in AI and ML, specialisation in supervised learning and classification algorithms as well as working experience in programming and software development. The Innovation Associate will receive tailored and certified training in the methodology of social research adding to his/her transferrable skills. He/she will be working in the multinational and multidisciplinary environment of Rhodes Project SCE for one year, with competitive salary and actual prospects of career development within the SME.
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 'Next generation eco-friendly, microbiome preserving and reduced resistance therapeutics' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The rapid emergence and spread of Multi-drug Antimicrobial Resistance (AMR), alongside the negligible efforts of the major pharmaceuticals companies in the development of new antibiotics, result in a major global concern of modern medicine. Moreover, the currently clinically used antibiotics contaminate the environment and may harm the human microbiome, causing unpredictable health concerns. We discovered that by targeting species-specific ribosome unique structural motifs, identified by us, using our designed degradable novel synthetic lead compounds, it is possible to inhibit protein biosynthesis in bacteria. Our approach should enable distinction between pathogenic and non-pathogenic bacteria and between bacterial and human ribosome. This drug selectivity should decrease resistance, preserve the beneficial microbiome and allow usage of lower antibiotics dozes. Furthermore, the designed degradable lead compounds should prevent additional environmental contamination. Hence, our approach allows designing  innovative powerful selective antibiotics that escape the existing resistance mechanisms. Several of the primary designed compounds shown to stop the growth of the multi-resistant S. aureus human pathogen were delivered into the bacterial cells by attaching specific chemical moieties to them. In this PoC we plan to design similar compounds for other human pathogens, such as Enterococcus and Pseudomonas species, where revolutionary effective antibiotic drugs against their resistant strains is desperately needed. In addition to the technological PoC in this project, we will attempt pre-commercialization studies aiming at perfecting the commercialization strategy, protecting the IP and strengthen the network for best possible commercialization outcome. The general objecti
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 'Automatic system for the production of ceramic dentures' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

TASK 1 Development of measuring systemThe objective was the development of the measurement system with scanning device, sensor, controlling unit, PC and scan-software.As a result of the work CeraDent realised a working digitising system for fast and accurate three-dimensional digitisation of small objects and especially dental models which fits the needs regarding accuracy and measurement time. Optimisations lead to an remaining measurement uncertainty of about 10 µm which includes the uncertainty of the sensor as well.Further refinements leading to a market ready product will have to be carried out mainly with regard to the mechanical construction and the user interface which both were aimed at research purposes.TASK 1 Development of CAD/CAM software-modulesThe realisation of a software-system for the generation of the complete tooth shape and NC data with a user interface and all CAD/CAM functions necessary is achieved.A modular software architecture allows to control the data transfer with the scanner, the creation of occlusal surfaces, the generation of lateral surfaces to form a closed tooth contour and to generate NC data for automatic denture processing.TASK 3 Development of ceramic materialsThe CeraDent consortium originally intended to develop a new, easily machinable ceramic material that also complies with the requirements of the dentistry sector with regard to stability and bio-compatibility.The project partners initially gave preference to two ceramics: ZrSiO4 and ZrO2. Two more ceramics were discussed.Since 1998 the dental ceramic IPS Empress 2 is available on the market by an external producer in various compositions and forms. The CeraDent partners were able to test this material in an early stage. The results show that IPS Empress 2 material is suitable
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 Seventh Framework proposal on 'Collaboration Concepts for Comodality'.

assistant: **Concept**

Collaboration Concepts for Co-modality, CO3 is a business strategy enabling companies throughout the supply chain to set up and maintain initiatives to manage and optimise their logistics and transport operations by increasing load factors, reducing empty movements and stimulate co-modality, through Horizontal Collaboration between industry partners, thereby reducing transport externalities such as greenhouse gas emissions and costs. The CO³ consortium, which is made up of logistics specialists, manufacturing industry and transport service providers, has been working on the topic of collaboration and co-modality for two years and already produced a first draft of a model framework with legal and operational guidelines for collaborative projects in the supply chain. The 18 partners of the consortium in seven EU countries will coordinate studies and expert group exchanges over a period of three years, and build on existing methodologies to develop European legal and operational frameworks for freight flow bundling, (WP2) -. We will come up with joint business models for inter- and intra-supply chain collaboration (WP3) to deliver more efficient transport processes, increase load factors and the use of co-modal transport. The results of the studies and expert group exchanges will be applied and validated in the market via case studies (WP4). The aim is to set up at least four different real-life applications of collaboration across the supply chain by using road transport, multimodal transport, regional retail distribution and collaboration for warehousing activities. We will also promote and facilitate matchmaking and knowledge-sharing through CO³ conferences and practical workshops to transfer knowledge and increase the market acceptance of the CO³ results. This will be
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 'Electrochemically Switchable Fluorescent Probes for Biological Applications' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

In current drug development, the visualization of therapeutic-agent translocation to the cell interior represents one of the essential problems. The transport across cellular membranes is frequently executed by cell-penetrating peptides (CPPs), and the process is routinely studied with fluorescence microscopy when the CPP is attached to a fluorescent marker. Nevertheless, the use of existing labelled CPPs is connected with several drawbacks. Especially, bonding of CPPs to the external face of the cell membrane make interpretation of the translocation difficult and can result in false positive results. Therefore, the development of novel electrochemically switchable fluorescent probe for the detection of CPP translocation is suggested. In this project, a fluorescent organic dye will be coupled with an electro-controlled fluorescent quencher, which could be activated/deactivated in response to applied electric potential. As the electron transfer cannot occur through the cell membrane, labelled external CPPs would be switched off through photoinduced electron transfer, and fluorescence only of internalized CPPs could be studied. Reversibility of the system represents a remarkable advantage as it would allow repetitive on/off switching of the fluorescent probe.
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 'Toward a Digital Twin ECS and thermal management architecture models: Improvement of MODELICA libraries and usage of Deep Learning technics' to be submitted under Horizon 2020.

assistant: **Abstract**

The project global goal is to develop an efficient, robust, and accurate model to simulate e-ECS under the Dymola/Modelica framework based on libraries provided by the Topic Manager. The central focus is placed on the major challenges underlined in the Clean Sky 2 MALET project which include the efficient simulation of the Vapor Compression System (VCS), the VCS heat exchangers, and the electrical components. The project modelling approach is twofold as both physical and surrogate models must be developed and integrated into the Dymola/Modelica framework. The TwinECS specific objectives are summarized as follows:•Development of thermo-fluid models: VCS heat exchangers and their successful integration in assembled VCS models.•Development of electrical models for: motor, power inverter, ATRU, IGBT and MOSFET.•Development of surrogate models of the aforementioned thermo-fluid and electrical components based on data analytics technics.•Simulation of a complete thermo-fluid-electrical VCS model using both the standard and the surrogate models.


**Keywords:** Environmental Control System, Thermo-fluid system modelling, Electrical system modelling, Dymola, Modelica, Surrogate modelling