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 the 'Expected Impact' section for the project 'Demonstration of intelligent decision support for pandemic crisis prediction and management within and across European borders' (STAMINA), addressing dissemination and exploitation.

assistant: **Impact**

STAMINA develops an intelligent decision support toolset for pandemic prediction and management and demonstrates its use by practitioners at national and regional levels within and across EU borders. The STAMINA toolset enables national planners and first responders to anticipate and respond to the the “known-unknowns” in their daily effort to enhance health security. Main functionality of the toolset includes: •Real-time web and social media analytics aiming at public trust monitoring and flagging possible disease outbreaks •POCT and smart wearable diagnostic devices for first line screening •Predictive modeling of pandemic outbreak and its impact, along with decision-making support in implementing mitigation strategies, •Early Warning System•Crisis management tool defining the roles and actions of key actors during crisis management•Scenario Generation tool for creation of training scenarios•Common Operational Picture as the main interface of the solution enabling timely and coordinated responseThe toolset is accompanied by a set of Guidelines on effective implementation of risk communication principles and best practices in cross-organisational preparedness and response plans.The use of the STAMINA toolset will be demonstrated through 12 national and regional small-scale demonstrators and one large-scale cross-border simulation exercise involving all consortium partners.


**Keywords:** Pandemics, response, preparedness, crisis management, artificial intelligence, machine learning, Common Operational Picture, early warning, NLP, predictive analytics, diagnostics, PCR, bioinformatics
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 'Modern Mediterranean Archaeological Regimes in a Global Context' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Contrary to conventional narratives on the history of archaeology and official museum narratives, arguing that Mediterranean states and societies neglected antiquities, archaeological legislation was adopted for the first time in the European North and in the Mediterranean. Modern Mediterranean Archaeological Regimes in a Global Context (MMARe) investigates the Mediterranean legal archaeological regimes from 1789 to 1945, individually and comparatively. It similarly traces their influence at the international level, through the League of Nations (LN). MMARe contributes with novel approaches and substantive arguments to the debate on decolonizing the museum, and suggests concrete tools for provenance research and ways forward in the discussion on the restitution of antiquities. It is hosted by Ca Foscari University (UNIVE) in Italy and Columbia University (CU) in the US, and includes a secondment at Brown University (BU), also in the US. It is supervised by Dr Konstantina Zanou (CU) and Dr Yannis Hamilakis (BU), who are experts on the debates on Mediterranean heritage, as well as Dr Matteo Legrenzi (UNIVE), who specializes in international organizations and the modern Middle East. It also benefits from the specialized courses, library resources, skills training and communications opportunities, as well as the vibrant academic communities, of these three institutions.


**Keywords:** Mediterranean history, archaeological legislation, League of Nations
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 'Past and present mesophotic coral ecosystems as a predictor for survival of coral reefs in an era of climate change'.

assistant: **Concept**

Mesophotic Coral Ecosystems (MCEs) are characterized by the presence of light-dependent corals, found at depths ranging from 30 m to 150 m in tropical and subtropical regions. These coral communities create massive coral reef structures with diverse but characteristic morphologies and geochemical signatures, which may serve as indicators for sea-level and water composition. In many localities, MCEs are linked physically, and possibly also biologically, to their shallow-water counterparts. Therefore, they have the potential to act as refugia for shallow reefs with a source of propagules, contributing to the resilience of shallower reefs. The prevailing view is that shallow corals are a good indicator of past sea-level and can predict the history of polar ice cap volumes, seawater composition, global temperature, and many other climatic and environmental parameters. Accordingly, sea-level changes have been at the forefront of paleoclimate research on corals for decades, and play a critical role in efforts to predict future sea-level rise in a warming world. However, in recent years, the new discoveries of MCE communities question the assumption that reef corals equate with shallow water, mainly because MCEs extend depth ranges of many corals. In this proposal, I will investigate past and modern MCEs to compare the biodiversity, community composition and geochemical properties of shallow reefs and MCEs. The main goal is to discover community structure dynamics over space and time for improved prediction of the Deep Reef Refugia Hypothesis (DRRH) in an era of global climate change. The uniqueness and advantages of this proposal are largely achieved due to the combination of geology, ecology and molecular approaches. The integrated database is expected to provide a major ste
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 'NATURE FRIENDLY WATER HYDRAULIC STEERING SYSTEM'.

assistant: **Concept**

A vast majority of the sailing boats currently sailing the world’s seas are being steered with a complex mechanical steeringsystem. A great disadvantage is in the complexity of the currently standard built-in mechanical steering systems with steelwiring,intertwined with chains and transfers that is hidden in the boat’s hull that connect the steering wheel and the rudder.Hydraulic steering/operating systems are currently used in a wide range of motor-operated vessels, whereas for sailingboats such steering systems are not available on the market. The greatest challenge of all hydraulic steering systems is inmotor-operated vessels is environmental - hydraulic oil leakage. Namely, 1 drop of hydraulic oil damages 150 l of drinkingwater and the cleaning of 1000kg of polluted soil costs around 2.000€. With the GREEN WHS steering system hydraulic oilleakage is impossible, since the hydraulic medium in our case is water. GREEN WHS also addresses the environmentalissue of ‘dumpster marinas’, where old abandoned sailing boats decompose and burden water ecosystems many years; onlyin Spain the communities are dealing with more than 10.000 such vessels (https://bit.ly/2MiypXb).There are no currently known hydraulic steering system solutions for sailing boats available on the market. Currentlyavailable steering systems on the market are based on mechanic principles. We see our business opportunity in offering themarket an advanced water hydraulic steering system for sailing boats that convinces the sailing boat manufacturers andbuyers by its simplicity in terms of installation and maintenance requirements.We plan our initial market entry through the existing base of buyers – sailing boat manufacturers, OEMs and B2B businesspartners. We are already in constant contact with all of them
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 'Multiphysics study of the dynamics, resistance and targeted therapy potential of deformable Micro-Capsules', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Encapsulation consists in enclosing an internal medium in a solid semi-permeable membrane to protect it and control the exchanges with the environment. Being at the source of innovative applications in the fields of biotechnologies, pharmacology, energy storage and food industry, capsules offer tremendous potential in the process engineering world. But scientific challenges remain to be met, such as finding the optimal compromise between payload and membrane thickness, characterizing the membrane resistance and controlling the moment of rupture. The project explores the use of deformable liquid-core capsules of micrometric size to efficiently transport active material, with a primary focus on health-related applications. We will design innovative sophisticated numerical models and high-tech experiments, needed to determine the potential of such vectors for the protection of active substances, predict membrane breakup to control the delivery, and optimize their properties for specific industrial and biomedical applications. The project will, for the first time, study the effect of a finite wall thickness on the dynamics of elastic microcapsules, propose advanced modelling approaches and microfluidic experiments of their deformability and breakup under hydrodynamic stresses, account for the inherent size variability of given capsule populations, and introduce reduced-order models to facilitate real-time simulations. As a specific application, we will study the potential of liquid-core microcapsules to encapsulate antioxidants for food enrichment. The project outcomes will be (i) new advanced three-dimensional numerical models of the fluid-structure interactions and rupture of a microcapsule, taking into account a finite wall thickness, (ii) microcapsule optimization tools
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 'Broadcast And Surveillance TechnologIes Over Networks' (BASTION) under Seventh Framework.

assistant: **Objectives**

Project Name BASTION: Broadcast And Surveillance TechnologIes Over NetworksAbstractThe main objective of the BASTION project is to research and develop new applications for the Broadcast Market, and for the Security and Surveillance Markets.Both applications will be built on top of the Internet Protocol network, which will allow distributing the applications over several physical sites. The cameras will be located on one or more sites, and the monitoring/control room will be on a separate site. The main benefit of this distribution is that it will enable• increasing the efficiency for producing live Broadcast content by a factor of 2-3, by sending only camera personnel to remote sites, and having the main production team in the home studio to do several programs in a single day.• integrating high-quality and high-resolution (HD and higher) image sensors in a networked infrastructure to detect, recognize and identify Surveillance and Security issues when observing long distance or large-scale events.To achieve this objective, innovations will be required in 7 technology domains. These innovations will be achieved by close cooperation of the whole consortium. Two demonstrators, to which all partners will contribute, will be presented at the end of the project as proof of concept. Intermediate and incremental demonstrators will be tested in order to reduce the risk in the project. The BASTION project is based on an excellent consortium, divided over 4 countries (B, F, NL, and UK), containing 5 SMEs (Axon, Adimec, Grass Valley, Caeleste, and Camargus), 2 research institute (iMinds and Armines), 3 semiconductor companies (Altera, Caeleste and e2v) and 2 end users (Sagem and Videohouse). The prime partner Axon is an SME.  The innovate work performed in BASTION is relevant to
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 executive summary for the EU project 'A multidisciplinary approach towards sustainable improvement in rare diseases care uniting Europe's top class vascular research to find new treatment strategies for vascular anomalies' (2014-2020) targeting Horizon 2020.

assistant: **Abstract**

Vascular anomalies (VAs) is a group of rare diseases defined by blood- or lymph vessel dysfunction causing chronic pain, disabilities, and even sudden death, and for which effective treatments are lacking. The European V.A. Cure network aims to address this unmet medical need by uncovering core mechanisms of disease initiation and maintenance and by leveraging this information for establishing novel therapeutic strategies for VAs.  V.A. Cure has assembled 7 world-leading academic laboratories and 5 companies, which will apply an intersectoral four-step approach: (1) identification of novel genes involved in VAs in patients, (2) dissection of molecular mechanisms behind the diseases by in vitro modelling, (3) in-depth analysis of tissular mechanisms in pathophysiological conditions through in vivo models, and (4) pre-clinical testing of identified treatment strategies. The knowledge gained will not only be relevant for VAs but also for understanding aberrant vascular function in other vascular-related diseases.The composition of V.A. Cure and close interaction between the 14 ESRs, through secondments in academia and industry, guarantee a unique intersectoral training program at the highest level, ensuring a comprehensive perception of research and drug/technology development in pharma industry/biotech and academia. ESRs will be trained in a plethora of cutting-edge technologies including next-generation sequencing (up to single-cell RNA-Seq), CRISPR-Cas genome editing, generation of animal models with inducible deletion and mosaic analyses, generation of iPSCs, microfluidics, in vivo phage display to identify endothelial targets, and light sheet-, confocal-, and multiphoton live-imaging. In combination with advanced training in management and communication including writ
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 'Science and technology for the explanation of AI decision making'.

assistant: **Innovation**

A wealthy friend of mine asks for a vacation credit card to his bank, to discover that the credit he is offered is very low. The bank teller cannot explain why. My stubborn friend continues his quest for explanation up to the bank executives, to discover that an algorithm lowered his credit score. Why? After a long investigation, it turns out that the reason is: bad credit by the former owner of my friends house.Black box AI systems for automated decision making, often based on ML over (big) data, map a users features into a class or a score without explaining why. This is problematic for lack of transparency, but also for possible biases inherited by the algorithms from human prejudices and collection artefacts hidden in the training data, which may lead to unfair or wrong decisions. I strive for solutions of the urgent challenge of how to construct meaningful explanations of opaque AI/ML systems, introducing the local-to-global framework for black box explanation, articulated along 3 lines: a) the language for explanations in terms of expressive logic rules, with statistical and causal interpretation; b) the inference of local explanations for revealing the decision rationale for a specific case; c), the bottom-up generalization of many local explanations into simple global ones. An intertwined line of research will investigate both causal explanations, i.e., models that capture the causal relationships among the features and the decision, and mechanistic/physical models of complex system physics, that capture the data generation mechanism behind specific deep learning models.I will also develop: an infrastructure for benchmarking, for the users' assessment of the explanations and the crowdsensing of observational decision data; an ethical-legal framework, for complia
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 'Symbiotic Human-Robot Solutions for Complex Surface Finishing Operations' (SYMPLEXITY).

assistant: **Innovation**

In nearly every sector of industrial manufacturing polishing techniques are used. But often manual polishing is the only option because the tasks are too complex to be automated. Therefore in SYMPLEXITY Symbiotic Human-Robot Solutions for Complex Surface Finishing Operations will be developed. The main SYMPLEXITY Objectives areSO 1 – Accurate and cognitive industrial robot systems enabling safe human-robot collaboration for surface finishing operationsSO 2 – Easy to use interfaces for planning, control and re-planning of shared finishing tasksSO 3 – Collaboration oriented process technology for abrasive finishing, laser and fluid jet polishingSO 4 – Integrated and autonomous sensing system for objective identification of surface propertiesSO 5 – Introduction of developed collaborative finishing solutions into manufacturing industryIn SO5 the results of the first 4 objectives will be combined to 3 demonstrator human-robot collaboration cells, one for each of the investigated process technologies. The 3 demonstrator cells will be tested in operational environment at 3 end-users.SYMPLEXITY is the consistent continuation of 3 recent EU projects that achieved TRL 4-5:COMET – Plug-and-produce COmponents and METhods for adaptive control of industrial robotsSAPHARI – Safe and Autonomous Physical Human-Aware Robot InteractionpoliMATIC – Polishing processes and tools developmentSYMPLEXITY will bring together the results and key partners of these 3 projects to achieve TRL7 and thereby support the European Industry to win the competition in the global market with higher quality, efficient manufacturing and economic production, based on human robot collaboration for polishing complex shaped metallic surfaces. Relevant branches are tool making, medical engineering, aeronautics and au
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 'Marine Electrical Initiative' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

MARINELIVE is an initiative both at a national and European level, aiming at establishing a Centre of Excellence in the field of Marine Electrical Engineering at the School of Naval Architecture & Marine Engineering of the National Technical University of Athens (NAME-NTUA), as well as at building a European community of ""All Electric Ship"" (AES) research and technology. MARINELIVE, focusing on the AES technology, contributes towards designing safer and more environmentally friendly ships. In the course of MARINELIVE, the development of NAME-NTUA will build upon the formation of a balanced interdisciplinary research team covering all major aspects of AES research, i.e. electric machines and grids, ship automation and control, as well as propulsion systems and prime movers. The objectives of MARINELIVE will be realized via:(a) recruitment of experienced researchers in the fields of power electrical engineering, automation and controls, and prime movers(b) two-way exchanges of know-how and experience with leading European academic and industrial Institutions(c) acquisition of a Grid Emulator and a Power Management System, and upgrade of current computational infrastructures(d) organisation of international workshops and conferences on Propulsion Systems, Electric Machines and Converters, Prime Movers, Automation and Control, Ship Electric Grids, and Power Management Systems, for AES applications(e) spreading excellence via a series of dissemination activities, including organisation of Open-Days, and participation in international exhibitions and conferences.MARINELIVE activities will contribute towards:(a)substantially enhancing the capacity of NAME-NTUA to perform world-class research in Marine Electrical Engineering, and strengthening the School’s leading position in