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 executive summary for the EU project 'Cognitive, Decentralized Coordination of Heterogeneous Multi-Robot Systems via Reconfigurable Task Planning' (RECONFIG) targeting Seventh Framework.

assistant: **Abstract**

Heterogeneous multi-robot systems hold promise for achieving robustness by leveraging on the complementary capabilities of different agents and efficiency by allowing sub-tasks to be completed by the most suitable agent. A key challenge is that agent composition in current multi-robot systems needs to be constant and pre-defined. Moreover, the coordination of heterogeneous multi-agent systems has not been considered in manipulative scenarios. We propose a reconfigurable and adaptive decentralized coordination framework for heterogeneous multiple & multi-DOF robot systems. Agent coordination is held via two types of information exchange:(i) at an implicit level, e.g.,when robots are in contact with each other and can sense the contact, and (ii) at an explicit level, using symbols grounded to each embodiment, e.g, when one robot notifies one other about the existence of an object of interest in its vicinity. The substrate of cognitive tasks will be a computer vision front-end, that will allow for the grounding and subsequent sharing of symbols between agents. In the envisioned framework coordination is decentralized and tasks are defined at the individual agent level. These tasks are then enriched during operation based on the updated knowledge that individual agents acquire through the two information exchange types. The control and planning updates take place at two levels:(i) a continuous level, where agent actions are defined by continuous feedback, e.g., change of contact point while grasping an obstacle given the contact point of another manipulator and (ii) a discrete level, where specifications are defined in terms of formal languages such as Linear Temporal Logic. The overall approach is motivated by the need for increased robustness, heterogeneity and reconfigur
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 'Novel materials architecture based on atomically thin crystals' (HETERO2D) under Seventh Framework.

assistant: **Objectives**

We propose a new paradigm in materials science – heterostructures based on two-dimensional atomic crystals (and their hybrids with metallic and semiconducting quantum dots and nanostructures), and develop several devices which are based on such concept. Two-dimensional (2D) atomic crystals (such as graphene, monolayers of boron nitride, molybdenum disulphide, etc) possess a number of exciting properties, which are often unique and very different from those of their tree-dimensional counterparts. However, it is the combinations of such 2D crystals in 3D stacks that offer truly unlimited opportunities in designing the functionalities of such heterostructures. One can combine conductive, insulating, probably superconducting and magnetic 2D materials in one stack with atomic precision, fine-tuning the performance of the resulting material. Furthermore, the functionality of such stacks is “embedded” in the design of such heterostructure. We will create several types of devices based on such heterostructures, including tunnelling transistors, charge and spin drag, photodetectors, solarcells, lasers and other optical and electronic components. As the range of available 2D materials broadens, so the possible functionality of the 2D-based heterostructures will cover larger and larger area. We will concentrate on creating and understanding of the prototypes of such hetersotructures and apply efforts in developing methods for their mass-production suitable for various applications. The development of such novel paradigm in material science will only by possible by bringing together a Synergy group of researchers with complementary skills, knowledge and resources.
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 'Gas Diffusion Electrodes and Flow Cells for Photoelectrochemical CO2 Conversion into Multicarbon Alcohols' (SolarFUEL) targeting Horizon 2020.

assistant: **Abstract**

Artificial photosynthesis, in which solar energy is directly used to generate fuels and useful chemicals from CO2 and water, is a promising solution to both energy crisis and global warming issues now-a-days. However, implementation of such a sustainable solar-fuel technology requires efficient light harvester and catalyst materials to power the uphill reaction. The proposed project is aimed to develop a novel flow cell set up with gas diffusion photocathode (GDP) for photoelectrochemical CO2 conversion into multicarbon alcohols (high energy density fuels). A layer by layer electrode fabrication method (systematic assembly of diffusion layer, photo-sensitizer, and co-catalyst materials) will be employed to develop a gas diffusion photocathode. Novel co-catalyst activation processes will be used to make the photocathodes active for multicarbon alcohol production. The innovative aspect of “SolarFUEL” is to employ a flow cell/GDP set up for the first time in photoelectrochemistry to produce alcohols from CO2. The cathodic solar CO2 conversion process will be coupled to an anodic solar water oxidation process. Operando spectroscopy studies (Raman, IR, and UV-Vis) will be carried out to monitor the catalyst systems and reaction pathways. The project being at the interface of material synthesis, photo-, electro-chemistry, and spectroscopy, will provide an excellent opportunity for the experienced researcher (ER) to develop profound scientific and technical expertise. In addition, the fellowship will allow the ER to gain complementary skills such as, manuscript preparation, public outreach, networking and collaboration which will be substantially helpful for his future independent career. The combination of the cutting-edge science and training excellence of the project will e
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 'Accelerating the achievement of EU Green Deal Goals for pesticide and fertilizer reduction through AI, data and robotic technologies.' (2021-2027).

assistant: **Innovation**

Due to a lack of a holistic approach combining physical and digital assets for optimal field performance and minimum environmental impact, AI models, data and autonomous robotic systems in crop care tasks have not reached a mature technological level. The conventional spraying methods result in excessive pesticide and fertilizer use, posing severe environmental impact - being responsible for soil, water and air pollution, and harming non-target plants, insects, animals and humans. Smart Droplets’ main objective is to advance both hardware and software capabilities to deliver a holistic system capable of translating large amounts of data into meaningful information and impactful spraying commands on the field. To demonstrate substantial impact on the Green Deal, Smart Droplets will implement Autonomous retrofit tractors with Direct Injection System (DIS) for intelligent spraying - avoiding exposure of farmers to hazardous chemicals. Through the combination of high-level technologies (>TRL 7), Smart Droplets adopts a hybrid approach for spraying operations, combining Data/AI/Digital Farm Twin technologies designed to translate data into actionable information, and real-time data collected from Field demonstrators evaluating and demonstrating optimised technologies in the real environments. Smart Droplets will exploit synergies with relevant stakeholders, and intensify Community & Capacity building through dedicated training programs designed for non-expert users of AI, data and robotics systems. The Smart Droplets Consortium consists of all agricultural AI, data and robotics value chain actors, and is well balanced in terms of expertise, entity type, and geographical distribution necessary to meet its objectives. Smart Droplets will demonstrate how autonomous robotic plat
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 Seventh Framework proposal for the project 'Improving quality and safety in the hospital: The link between organisational culture, burnout, and quality of care'.

assistant: **Objectives**

To date, relatively little evidence has been published as to what represents an effective and efficient way to improve quality of care and safety in hospitals. This vacuum in the research means there is a significant opportunity to design quality of care and safety interventions in collaboration with the relevant stakeholders, which address the relevant organisational and individual factors in a hospital setting. The aim of the present project will be; to benchmark the organisational and individual factors that impact on quality of care and patient safety, and design bottom-up interventions that both increase quality of care and physician well being. In specific the project has the following objectives: (1) To profile the specific factors of hospital-organisational culture that increase burnout among physicians, and therefore decrease quality of care, (2) To monitor burnout and its associations to quality of hospital care among physicians, (3) To identify appropriate bottom-up solutions to the problems of organisational culture and physician burnout, and its impact upon patient safety and quality of care, and (4) To develop a network for hospital managers and associated stakeholders for the communication of interventions aimed improving quality of care in hospitals. The work plan of the proposed project will consists of 3 phases: The first phase will be a preparatory one where the foundations for the following phases in terms of organisational and informational background will be outlined The second phase will assess the organisational culture, burnout and quality of care. A multi-centre survey will be conducted in physicians and patients from selected hospital-sites from South and SE Europe. This third phase will address how to improving quality of care using action re
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 2020 proposal for the project 'Solar-driven Electrocatalytic Biomass Upgrading to Value-added Chemicals'.

assistant: **Objectives**

The urgency of addressing climate change and the plummeting costs of renewable solar and wind-generated electricity put these technologies at the forefront of the energy transition to move away from fossil fuels.Moreover, as our reliance on fossil resources is decreasing, it is important to think not only about replacing them as an energy source, but also about using renewable technologies to take over the carbon-based chemicals produced by the petrochemical industry. To achieve this, the most abundant and potentially sustainable source of carbon is the biomass, which stores contemporary carbon, and can be readily harvested, transported and stored.   Indeed, derivatives of cellulose or the glycerol generated by the growing biofuel industry are prime candidates for the production of value-added compounds in a “bio-refinery”. So far, upgrading of these biomass-derived compounds has traditionally been studied using thermocatalytic processes on noble metals, which presents challenges such as catalyst cost, the need for high temperature and pressurized gases and the generation of coke that can poison and deactivate catalysts.  Alternatively, with the access to increasingly cheaper renewable electricity, electrocatalytic processes have a strong appeal, as they are conducted at room temperature, typically rely on abundant H2O as a proton and/or oxygen source, and can provide fine control over the rate and product selectivity through monitoring of the applied potential.This research proposal aims at developing and studying new electrocatalytic materials made of Earth-abundant transition metal oxides and sulfides, for the valorisation of biomass-derived molecules. The associated performance and mechanisms will be investigated by means of electrochemistry and operando techniques,
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 'ARCHITECTURE AND TOOLS FOR THE QUERY OF ANTIBODY AND T-CELL RECEPTOR SEQUENCING DATA REPOSITORIES FOR ENABLING IMPROVED PERSONALIZED MEDICINE AND IMMUNOTHERAPY' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Background: Many cutting-edge therapies rely on manipulating the adaptive immune system, which has evolved a vast diversity (repertoire) of immune receptors to recognize and remove pathogens and cancer cells. The sequence-data sets characterizing this Adaptive Immune Receptor Repertoire (i.e., AIRR-seq data) have the potential to revolutionize vaccine research and the development of therapies against autoimmune diseases and cancer; however, AIRR-seq data are typically stored and curated by individual labs, using a variety of tools and technologies. Sharing these data in a common way across disease studies, labs, and institutions around the world will improve our ability to recognize patterns in basic research and clinical trials, and increase our confidence in these patterns. The existing iReceptor Platform uses community-developed standards to facilitate sharing of AIRR-seq data by enabling queries across a system of distributed data repositories. Project: The iReceptor Plus consortium of researchers from Europe and Canada will address several key challenges to optimally sharing AIRR-seq data among public and industrial partners: protecting patient privacy and the intellectual property of partners, performing complex analyses on data brought together from many sources, and expanding the size and number of repositories that can be integrated in the network. Impact: The iReceptor Plus project will facilitate sharing of AIRR-seq data among multiple institutions, including biopharmaceutical companies and researchers working with human confidential data, across multiple diseases, treatments and populations. This will lead to a better understanding of the causes of infectious and autoimmune diseases and cancer, which can lead to early detection and suggest novel therapies. T
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 'Foodakai-1: Feasibility Assessment of an Intelligent Consumer App for Early Warning on Food Threats' (Foodakai-1) targeting Horizon 2020.

assistant: **Abstract**

The increase in food safety information quantity (e.g. through online sources) and diversity (e.g. information from social networks vs. structured surveillance programmes), results into a need to adequately discover and display information about food threats in a way that is customized to the user’s specific context and environment, in a highly usable and integrated format. Foodakai would like to take advantage of the identified business opportunity by harmonizing and making more user-friendly the discovery of information on foodborne diseases, food alerts, outbreaks and recalls. We aim to innovate the way information is discovered today, by combining and harmonizing food product recall and foodborne disease data from various, heterogeneous and dynamic online sources.  We plan to apply text and data mining techniques, as well as forecasting and other analytical models, so that Foodakai provides tailored tracking, alerting and warning capabilities to its users. It will also be designed in a way that can allow users to adapt and customise the presented information so that it matches their preferences and information needs in a highly professional way - which contrasts this app from previous one-size-fits-all solutions.
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 'Optimizing drug safety monitoring to enhance patient safety and achieve better health outcomes' (2007-2013).

assistant: **Innovation**

Medicines are one of the most common health interventions. Expenditure on pharmaceuticals range from 10–20 % of all health expenditure in rich countries & from 20–60 % in poor countries. Knowledge of appropriate & safe medicines has grown. But the incidence of medicines adverse effects remains high. In a UK study 6.5% of hospitals admissions were related to an adverse drug reaction (ADR). And as many as 10% of hospital admissions may result in death or disease due to errors, half of which may be avoidable. There are gaps in what we know. But even where there is sufficient knowledge, brokering of that knowledge is insufficient. There is a clear & present need to build a network of stakeholders in patient safety, to strengthen information & share the evidence towards actionable learning.   The EC Work Programme for 2007–2008 relating to health calls for projects that ""advance the applications of evidence based medicine in Europe"". This proposal will respond to that call by strengthening what we know about medicines,  sharing that knowledge, & putting that knowledge to use, to reduce patient deaths & adverse effects due to medicines. Specifically, building patient safety networking to:  1. support & strengthen consumer reporting of ADRs & adverse events  2.  expand the role of national pharmacovigilance centres to prevent medicine-related adverse events  3.  promote better & broader use of existing pharmacovigilance data for patient safety 4. develop additional methods of pharmacovigilance to complement data from spontaneous reporting systems.  Achieving these objectives will help build the scientific basis needed for making informed policy decisions on disease prevention & therapy, & management of resources for health. In particular achieving these objectives will help
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 'The Congo-Ubangi watershed : An interdisciplinary approach to the genesis of a linguistic accretion zone in Central Africa' (CongUbangi) targeting Horizon Europe.

assistant: **Abstract**

Central Africa’s Congo-Ubangi watershed spans multiple ecozones in the northern margins of the rainforest. It is a major hotbed of linguistic, cultural and human genetic diversity with deep occupation history. This linguistic accretion zone is home to a complex mosaic of genealogically and typologically diverse languages spoken by small-size communities with different societal organizations, material cultures, and subsistence specializations. Despite the myriad of new insights it could generate about language evolution and deep human past, it is poorly known due to difficulty of access and an astonishingly intricate configuration. The aim of CongUbangi is to understand the present-day interconnections between language, material cultures and genes in the Congo-Ubangi watershed and project them as far back into the past as possible through a holistic, localized and locally-enforced interdisciplinary approach. The project team’s core scientific expertise covers linguistics, ethnoarchaeology, and archaeology. Genetic and paleoenvironmental expertise is added through inter-university collaboration. CongUbangi will realize a breakthrough in our understanding of how linguistic diversity correlates with cultural and genetic diversity and why it originated and persisted in this specific ecoregion for millennia. New bodies of evidence from mutually-feeding disciplines will be integrated to determine whether (i) language shift is an adaptive strategy in response to environmental stress and (ii) past environmental changes impacted the synchronic distribution of linguistic enclaves. By untangling one of the most historically intricate areas of the continent, it will contribute to scores of theoretical and methodological issues in a large array of disciplines and blaze research trail