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 'Recharge and Evapotranspiration Characterizations through Holistic Assessment for Responsible Groundwater managEment' (RECHARGE), addressing dissemination and exploitation.

assistant: **Impact**

Mediterranean “analogue” environments across the world have seen increased frequencies of droughts, with repercussions such as reduced availability of soil water for the vegetation. This situation forces plants to shift from soil water to groundwater for photosynthesis. Climatic adaptation plans have shown that sustainable management of groundwater resources cannot ignore areas with vegetation groundwater uptake and needs to account for the quantification of recharge to the groundwater and evapotranspiration, which are linked through processes happening in the critical zone.Dr Simone Gelsinari was inspired by the approach adopted for managing water resources by Australian regulatory agencies and formulated the project “Recharge and Evapotranspiration Characterizations through Holistic Assessment for Responsible Groundwater manaEment – RECHARGE”, with a core field observational part to be performed at the University of Florence and a secondment at the CNR for the modeling component and the possibility to interact with policymakers. RECHARGE will promote the recognition of vegetation adaptation characteristics to non-stationary climates and the need for regulators to account for these characteristics in climate adaptation plans.RECHARGE will be the continuation of the Fellow’s interdisciplinary background given the mixed experience in modelling and field data instrumentation and collection that he maturated in the last 6 years spent in a semi-arid Mediterranean environment since both PhD and Postdoc were based in Mediterranean-like climatic areas in Australia. RECHARGE will be the opportunity to bring back and apply to the EU his experience developed through extensive exposure to Australian climate adaptation approaches. The Fellow’s goal is to be positioned at the interf
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 'Conciliating a ‘Bearable Life’. Participatory Action Research on Entangled Cross-Border Mobilities' to be submitted under Horizon Europe.

assistant: **Abstract**

Despite their high hopes and aspirations, people crossing borders in search of a ‘better life’ are frequently led to reassess and pare down their ambitions and expectations, and to realign them towards what this project conceptualises as a ‘bearable life’. This is a key finding of the ERC StG on which the present PoC builds. To put the notion of ‘bearable life’ to the test, explore its value, and operationalize its social innovation potential, the PoC develops a ground-breaking applied anthropology framework involving different stakeholders and protagonists of cross-border migratory flows in Ecuador. Participatory action research will proceed in close collaboration with local associations working with different mobile populations –characterised as ‘returnees’, ‘migrants’, and ‘asylum seekers’– and rely on a unique and experimental combination of research techniques, among which focus groups, participatory video, walking interviews, and digital storytelling.Our first ambition is to identify concrete problems, lines of conflict, and needs related to different cross-border mobilities, exploring how they converge, diverge, and relate to one another by putting them into effective dialogue. Secondly, based on the participatory analysis of such needs, we aim to collaborate with NGOs, governmental organisations, and IOs to convene public debates and fora (on- and offline) and produce complementary outputs. The latter include recommendations, academic publications, and multimedia content (such as podcasts, videos, and articles) elaborated collaboratively with the project’s stakeholders both for their own benefit and to the attention of local, regional, national, and international institutions. The ultimate goal of BEARLIV is to propel societal innovation by co-producing, informi
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 'ADAPTATION AND SELECTION OF MEDITERRANEAN PINUS AND CEDRUS FOR SUSTAINABLE AFFORESTATION OF MARGINAL LANDS' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

Background :The genetic resources of the halepensis group (Aleppo pine, brutia pine and hybrids) and of Cedar (Cedrus atlantica, libani, brevifolia, and hypothetical hybrids) is not optimally used in the Mediterranean even though they have a potential for improving forestry in dry Mediterranean conditions.Genetic selection and improvement of drought and frost resistance, tolerance to diseases and pests will enable these species to contribute to the rural economy and environment in marginal Mediterranean areas..The objective is : to provide users with adapted, resistant, productive, high-qualitygenotypes of Mediterranean Pinus and Cedrus species for afforestation.Short description of the project :The project will develop adapted, resistant, productive, high-quality genotypes ofMediterranean Pinus and Cedrus species for afforestation. This will be achieved through estimating the genetic diversity of these species groups in both natural stands and comparative tests and using this information to deliver improved material through tree breeding programmes. The research is divided into 2 main tasks, the first dealing with genetic aspects such as species and provenance selection, tree breeding and genetic diversity. The second concentrates on characterizing the ecophysiological adaptive strategies of genotypes and examines particularly the traits of drought, frost and disease resistance.
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 'Water Public Innovative Procurement Policies' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Water Public Innovation Procurement Policies (WaterPiPP) is about exploring new public innovation procurement methodologies and testing it in water sector in the context where European innovation potential in the water sector is blocked by a number of bottlenecks and barriers.Public procurement represents around 19% of the EU’s GDP, an important lead market for innovators in particular in the water and climate change sectors. Innovation procurement of products and services can (i) be used to deliver societal objectives requiring new solutions that are not available on the market or are too expensive (ii) solve problems related to the commercialization of innovative solution (iii) improve quality and efficiency of public services with a better value for money.The complementarity of the consortium partners  (public organisations, procurers, knowledge institutes and facilitators) supported by a Liaison Committee (composed of the key actors of the procurement innovation chain), shows high potential of bringing together the Demand and the Supply sides in order to create a critical mass for innovative solutions.Methods and tools accompanying by awareness rising for Innovation Oriented Public Procurement for the water sector will be delivered. Thanks to workshops and the creation of the Water Innovation Procurers Forum (WIPF), WaterPiPP partners will guide and support local and regional authorities, water utilities, innovation and procurement agencies in the preparation of pilot collaborative innovation tests.WaterPiPP will last three years : the first phase will gather information to produce knowledge on IOPP transferability to the water sector, the second  will focus on pilot cases where different IOPP (PCP/PPI) will be tested at least by 5 procurers.
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 'Development and study of a new class of shape memory releasable fasteners' (CERINKA).

assistant: **Innovation**

Sixty years ago, a new releasable fastener (RF), which is now known by the brand name 'Velcro' was proposed. This RF consists of an array of hooks interlocking with a field of numerous fiber loops, and thus two surface areas are fastened together. The Velcro RF is an example of a successful application which achieved everyday usage.However, there is a disadvantage with this RF: A sharp sound when pulling apart the two tied parts. This sound may disqualify Velcro RFs in some situations. One of the aims in our proposal is the development of a new RF with the same function as a Velcro RF, but without the sharp sound upon releasing. To achieve this aim, we suggest the use of both the pseudoelastic effect (PE) of the shape memory alloys (SMAs) and permanent magnet (PM) attraction.Both areas that are to be fastened consist of two regions: the region of SMA hooks and the region of PMs. While the PMs serve to keep the attractive force in the perpendicular direction, the SMA hooks secure the connection mainly in the lateral directions. Another aim is related to modeling the PE. As the PE is an integral part of the RF design, an understanding of the hysteretic behaviour of the SMAs is of substantial importance.The aim of this theoretical part of the project is to describe the hysteretic behaviour. This aim will be achieved through phenomenological modeling. In the proposal, several disciplines such as material and mechanical engineering, magnetism, etc. meet, and thus the proposed work has a multidisciplinary character which is one of the aims of the work programme.Since most of the knowledge that is required to achieve the goals of the project was acquired by the proposer during his six years' employment at the Tsing-hua University, through the project a certain knowledge transf
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 'A EUROPEAN TELEMATIC DEMONSTRATION CENTRE' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

EuroDemo provides project participants with all the physical and electronic services needed for demonstrating project results. Using the networking infrastructure and expert staff of the Université Libre de Bruxelles/ Vrije Universiteit Brüssel, EuroDemo inputs, maintains and updates results from the different projects. It includes a physical room with computer and networking equipment, a seminar area, and meeting facilities, including video capture and projection. An on-line reservation system handles bookings for use of the demonstration room. Performance and evaluation tools are constantly available. Demonstration results are recorded, compiled and made available to the relevant parties. EuroDemo can also be used remotely, and guidelines for the establishment of similar demonstration facilities elsewhere will also be produced.
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 'Secure, Internet-able, mobile platforms leadIng citizens towards simplicity' (SIMPLICITY).

assistant: **Concept**

Systems beyond 3G are characterised by the use of a multitude of different terminals and the heterogeneity of network. Flexibility and adaptability are key issues for the design of terminal and network architectures to cope with this complexity. The project is focusing on two basic concepts to address these issues: we introduce the simplicity device and develop underlying policy-based mechanisms for an integrated and easily extensible brokerage framework across the therminal and networking environment. The simplicity Device can interact with a variety of different terminals and allows customising terminal and access of network services in a uniform way. This includes, for example, the policy-controlled selection of network interfaces.The brokerage framework provides the means to orchestrate and adapt network capabilities (e.g. mobility support, QoS, security) taking into account user preferences and terminal characteristics. The same mechanisms are used to re-configure terminals by policy-controlled SW downloads. The project's main objective is to design, develop and evaluate an architectural framework supporting simple customisation of terminals, services and networks.In particular, our objectives are to:- Describe user scenarios and business models for the Simplicity approach to derive the system requirements.- Explore new mechanisms and policies of a brokerage framework in a multi-access networking environment.- Design a universal multi-application Simplicity Device to provide users with a simple and uniform mechanism for customising services and devices.- Validate the feasibility and benefits of the Simplicity approach within a testbed- Contribute to relevant standardisation bodies.The envisaged Simplicity solution will help resolving a critical issue for the succes
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 'New chemical biology for tailoring novel therapeutics' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

Most of our drugs derive from natural products, many more natural products possess biological activity but our inability to synthesise novel analogues hampers our ability to use them either as tools or medicines. Cyclic peptides are common structural motifs in natural products and medicines (vancomycin, gramicidin). They are widely recognised to constitute a promising and still underexploited class of molecule for novel therapeutics; specifically an important role for cyclic peptides in the inhibition of protein-protein interactions has been demonstrated. We will harness the power of the recently identified macrocyclases from the ribosomally-derived cyanobactin superfamily to prepare diverse modified cyclic peptides. These enzymes exhibit the remarkable ability to macrocyclise unactivated peptide substrates. Different members of this family of macrocyclases process peptides into macrocycles containing from six up to twenty residues. We have characterised and re-engineered one member of the family (PatG) which makes eight residue macrocycles. We will determine the structural and biochemical features of the macrocyclases that are known to lead to six or to twenty residue macrocycles. We will use these insights to put these enzymes to work in novel chemical reactions. We will combine macrocyclases with other enzymes from the cyanobactin biosynthetic pathways (whose structures and mechanism we have largely determined) and work on solid phase peptide substrates. By bringing together the power of solid phase methods (split and pool) and the novel chemistry enabled by the enzymes, we will generate highly diverse macrocyclic scaffolds containing amino acids, enzymatically modified amino acids, non-natural amino acids and non-amino acid building blocks. Successful completion of
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 'Ribo-regulators that sense trace antibiotics' (DrugSense), addressing dissemination and exploitation.

assistant: **Impact**

Over-usage of antibiotics in the clinic and in agriculture resulted not only in increased drug resistance among pathogenic bacteria, but also in the spread of antibiotics metabolites in the environment and in our food. This poses multiple significant threats, including the development and expansion of multi-drug resistant pathogens. The health and safety risks imposed by the presence of antibiotics in food, drinking water, and environmental waters raise the strong necessity for continuous monitoring of trace antibiotics levels in multiple media. The EU now obliges food manufacturers to test for antibiotics traces in their products, but current technologies for antibiotics sensing do not provide a complete solution. There is a strong need for antibiotics sensors that would accurately, rapidly and inexpensively report on the presence of antibiotics in various environments. In our ERC-StG project we discovered new RNA leaders (ribo-regulators) that sense very low concentrations of antibiotics, leading to the activation of antibiotics resistance genes. These ribo-regulators thus function as efficient antibiotics sensors. Within the current PoC project we will develop a prototype for a highly sensitive bio-sensor, capable of rapid detection of trace levels of multiple antibiotics in food, water and other substances in a cost-effective manner. Our PoC project involves both prototype development and business development. Within the prototype development we will utilize our earlier discoveries to bio-engineer the  antibiotics sensor. Within the business development arm we will perform a thorough market research to identify the market needs, map the competition and pinpoint market segments where our biosensor product would have an advantage over the competition. Our aim is to ac
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 'Synergistic Agent for General Medical AI' under Horizon Europe.

assistant: **Concept**

Artificial intelligence (AI) holds immense potential for revolutionizing radiology by enhancing diagnostic accuracy, efficiency, and personalized patient care. However, current AI applications are limited to only specialized taskArtificial intelligence (AI) holds immense potential for revolutionizing radiology by enhancing diagnostic accuracy, efficiency, and personalized patient care. However, current AI applications are limited to only specialized tasks, thus failing to capture the complexity of radiological practice, which requires integrating multimodal data and nuanced decision-making. My vision with SAGMA is to develop an agent-based General Medical AI (GMAI) system that overcomes these limitations by combining specialized AI models with generalized reasoning capabilities. The project is structured around three central objectives: 1. Develop specialized image analysis AI models in a scalable manner by leveraging large language models (LLMs) to extract structured data from existing radiological reports. This will enable efficient training across various radiological tasks using unstructured clinical data. 2. Assemble a GMAI system using a LLM as an agent that coordinates the specialized AI models, incorporates uncertainty estimates, and integrates additional tools such as clinical guidelines and laboratory values. This system will utilize multimodal inputs to support comprehensive decision-making. 3.Validate the utility of the agent-based system in realistic clinical settings by assessing its impact on diagnostic accuracy, efficiency, and the overall radiological workflow, ensuring acceptance by clinical experts.By achieving these objectives, SAGMA will bridge the gap between current AI capabilities and the multifaceted nature of radiological practice. The project