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 'Development of fast drying adhesives by ultrtviolet light curing' (DAVU), addressing dissemination and exploitation.

assistant: **Impact**

The objective of this project is to obtain adhesives which can be cured by ultraviolet light and with a wide range of different applications in construction, furniture,... Obviously this type of adhesives can be only used when the support to be glued allows to pass the light in order to be dried. The most significant advantage of this type of products is that they are 100% solids without solvent and besides the drying can be carried out in a few seconds obtaining a very high adhesion grade as well as a high initial mechanical resistance. These properties are considerably improved in comparison with other adhesives which need minimal 24 hours to get a minimal mechanical resistance to be operated. Besides this type of adhesives make transparent films which visually can not be seen. This is a very important for the adhesives from an aesthetic point of view in joining of transparent parts.
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 'Reining in the upper bound on Earth’s Climate Sensitivities' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

One of the greatest recent advances in climate science is that it is now beyond reasonable doubt that human activity is warming the Earth. The next natural question is by how much the Earth will warm for a given emission – a quantity that will be essential to regulating global warming. Yet, the likely range of 1.5-4.5 K for equilibrium climate sensitivity (ECS) for a doubling of the atmospheric CO2 concentration has not been reduced for decades. In particular the risk of ECS being high is concerning, but also represents a scientifically intriguing challenge.In this project I will conduct unconventional and innovative research designed to limit the upper bound of ECS: I will confront leading hypotheses of extreme cloud feedbacks – the primary potential source of a high ECS – with observations from the full instrumental- and satellite records, and proxies from warm- and cold past climates. I will investigate how ocean- and atmospheric circulations impact cloud feedbacks, and seek the limits for how much past greenhouse warming could have been masked by aerosol cooling.The highECS project builds on my developments of climate modeling, diagnostics and statistical methods, the strengths of the host institution and developments in national and international projects. The effort is timely in that the World Climate Research Programme (WCRP) has identified uncertainty in ECS as one of the grand challenges of climate science, while the capacity to observe ongoing climate change, key cloud processes, extracting new proxy evidence of past change and computing power is greater than ever before. If successful in my objective of reining in the upper bound on climate sensitivity this will be a major breakthrough upon a nearly 40-year scientific deadlock and reduce the risk of catastrop
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 'Effectiveness and cost-effectiveness of the Initial Medication Adherence intervention: cluster randomized controlled trial and economic model' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Between 3 and 42% of patients do not initiate their treatments. Non-initiation and non-adherence are associated with poorer clinical outcomes, more days of sick leave and higher costs. The aim of this research project is to generate an effective, efficient and feasible intervention that improve initiation and adherence and improves clinical symptoms. The long-term benefits in terms of improved health and reduced costs will be evaluated. The results will be disseminated to stakeholders, decision-makers and the scientific community to promote implementation. The intervention is expected to improve the clinical practice, empowering the patient. The project develops an innovative approach to the design and evaluation of behavioural interventions that uses the principles of complex interventions, pragmatic trials and implementation research. Nine interventions to reduce non-initiation have been tested. The interventions were not theory-based and most used simple reminders. The evidence supporting these interventions was low and their impact on clinical symptoms and cost-effectiveness was not assessed. The strengths of the IMA-cRCT study are: 1) the main stakeholders are involved in the design and assessment; 2) IMA intervention is theory-based and has been optimized; 3) the study will assess the impact of the intervention on clinical parameters and cost-effectiveness, which is key to guarantee its transferability; 4) the project involves decision-makers; 5) the pragmatic design increases generalisation and 6) the intervention is easily transferable to other pathologies, populations and countries. As part of the ERC research project, a pragmatic cluster randomized controlled trial (cRCT) will evaluate the short-term effects of the IMA intervention and its cost-effectiveness a
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 'Half-lives/Afterlives: Labor, Technology, Nature, and the Nuclear Decommissioning Business' (NUCLEARDECOM).

assistant: **Innovation**

Nuclear decommissioning is the final part in the life of nuclear power plants (NPPs) after they permanently cease to operate. Decommissioning strategies, including the management of hazardous materials, largely depend on NPPs reactor technology, operating history, and ecological context and therefore require long-term and site-specific projects, whose complexity far exceeds the commonly debated problem of waste disposal. Treated as a marginal issue until the mid-1970s, nuclear decommissioning became a crucial expert sub-field when first generation NPPs permanently shut down. Since then, it has expanded globally and is destined to grow further as countries like Italy (1991) and Germany (2011) decided to phase out nuclear energy production. While social studies of science and technology have abundantly analyzed the controversies caused by high-level waste disposal and the siting of deep geological repositories, they have substantially ignored other critical aspects of decommissioning, such as the formation of a global market of decommissioning services, workers safety and training, costs, expert knowledge management, and the fate of nuclear sites after decommissioning. Another limit of these studies is that they have examined the social implications of decommissioning disjointly from its technical dimensions, which remain exclusive technical expert territory. To overcome the above limitations, this research tackles the unexplored problems of nuclear decommissioning—beyond waste disposal—through a comparative study of decommissioning projects in Italy and in Germany. It adopts a Science and Technology Studies (STS) perspective to examine the social, technological, and ecological dimensions of nuclear decommissioning in tandem. In the pursuit of this research plan, I am see
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 'Construction of a Molecular Crane Based on the Flavoprotein Dodecin' in the context of a Seventh Framework call.

assistant: **Objectives**

The flavoprotein dodecin from the halophilic organism Halobacterium salinarum binds not only native but also artificial flavins with high affinities in their oxidized state. Reduction of the flavins induces the dissociation of the holocomplex into apododecin and free flavin. Based on these unique binding characteristics, a molecular crane shall be developed that is able to pick up and to release molecular objects through a switch of the electric potential. For this purpose, a single flavin has to be linked to the conductive tip of an atomic force microscope via a molecular wire-like subunit (flavin molecular wire AFM tip/electrode). On the basis of such an electrochemically switchable molecular crane, it will be possible to bind and release single molecules of dodecin apoprotein or even larger molecular assemblies attached to apododecin serving as molecular junction. While the construction of a molecular crane for the transport of single molecules is the main goal, the successful realization of this project fundamentally depends on the synthesis and characterization of molecular wire-like subunits, which can be used to attach redox-active proteins to surfaces in an electrochemically switchable state. Thus, functionalized single-walled carbon nanotubes or organic p-electron systems will be examined with respect to their ability to serve as molecular wire. Surface modification protocols have to be developed and modified surfaces will be investigated by a combination of atomic force microscopy, surface plasmon resonance spectroscopy, and electrochemical methods. The results of these studies will be of general interest for the construction of molecular switches, devices, and transport systems, and for the development of amperometric biosensors and biofuel cells.
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 'Fractures and self-healing within the excavation disturbed zone in clays' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

As in all nuclear power generating countries, high and long-lived radioactive waste management is an important environmental issue today. Underground storage in deep clay geological formation is one of the promising options to dispose these wastes. An essential item for the long-term safety of High Level Waste underground repositories is the evaluation of the Excavation Disturbed Zone and of the evolution with time of both mechanical and transport properties in this zone. The perturbation of the excavation may induce a significant increase of the permeability, related to diffuse and/or localised crack proliferation in the material. Fortunately self-healing properties of clays can in turn reduce the permeability with time. At this time, these processes are not well known and are only poorly investigated. The main objective of the proposed project is to understand and to quantify these processes.
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 'AI Platform for Integrated Sustainable and Circular Manufacturing' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Circular TwAIn will lower the barriers for all the stakeholders in manufacturing and process industry circular value chains to adopt and fully leverage of trusted AI technologies, in ways that will enable end-to-end sustainability, i.e. from eco-friendly product design to the maximum exploitation of production waste across the circular chain. To this end, the project will research, develop, validate and exploit a novel AI platform for circular manufacturing value chains, which will support the development of interoperable circular twins for end-to-end sustainability. Circular TwAIn will unlock the innovation potential of a collaborative AI-based intelligence in production based on the use of cognitive digital twins. Moreover, based on the use of trustworthy AI techniques, Circular TwAIn will enable human centric sustainable manufacturing, fostering the transition towards Industry 5.0. Furthermore, Circular TwAIn will enable the integration and combination of different data from various sources over entire product life cycle considering sustainability aspects. The goal is to create and deliver innovative services among the members of the data ecosystem; these services will be embedded in AI-based Digital Twins, supporting an unambiguous communication when realizing complex services for sustainable manufacturing. The ambition of Circular TwAIn is to unleash the sustainability potential of AI technologies in circular manufacturing chains through: (i) Introducing AI optimizations in stages where AI is still not used (e.g., AI-based product design); (ii) Using AI for multi-stage and multi-objective circular optimizations that could improve sustainability performance. In this direction, the project will leverage information from a circular manufacturing dataspace that will pr
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 'Efficient water splitting via a flexible solar-powered Hybrid thermochemical-Sulphur dioxide depolarized Electrolysis Cycle' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

HySelect will demonstrate the production of hydrogen (H2) by splitting water via concentrated solar technologies (CST) with an attractive efficiency and cost, through the hybrid sulphur cycle (HyS). The HyS consists of two central steps: the high temperature -yet below-900C -decomposition of sulphuric acid forming sulphur dioxide (SO2) and the subsequent low temperature (50-80C) SO2 depolarised electrolysis (SDE) of water to produce H2. HySelect will introduce, develop and operate under real conditions a complete H2 production chain focusing on two innovative, full scale plant prototype core devices for both steps of the HyS cycle: an allothermally heated, spatially decoupled from a centrifugal particle solar receiver, sulphuric acid decomposition-sulphur trioxide splitting (SAD-STS) reactor and a sulphur dioxide depolarized electrolyser (SDE) without expensive Platinum Group Metals (PGMs). Furthermore, a heat recovery system will be integrated to exploit the temperature difference within the cycle and boost the overall process efficiency. In the course of the work, non-critical materials and catalysts will be developed, qualified and integrated into the plant scale prototype units for both the acid splitting reactor and the SDE unit. Experimental work will be accompanied by component modelling and overall process simulation and culminate with a demonstration of the complete process integrating its key units of a 750kWth centrifugal particle receiver, a hot particles storage system, a 250kWth SAD-STS and a 100kWe SDE into a pilot plant. Testing for a period of at least 6 months in a large-scale solar tower, driven with smart operation and control strategies, will establish the HySelect targeted efficiency and costs. Finally, an overall process evaluation will be carried
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 'A central MARket place for dissemination of LOW-power micro-electronics design knowledge' under Fifth Framework.

assistant: **Concept**

The ability of designing low-power circuits and applications is key for electronics industries aiming at market competitiveness in the wireless era. Building upon the results of the TARDIS ESD-LPD cluster, the MARLOW project will offer a coordinated take-up action to disseminate to a broad audience low-power electronic design knowledge, by providing access means to training, expertise and background information. The project will create a flexible and dynamic framework (e.g. a Thematic Network) that will favour the exchange of information and the transfer of technology among the partners and with industry and SMEs. Services that will be provided include, but are not limited to a comprehensive low-power design WEB-portal, a technology and methodology roadmap giving directions for future challenging areas of research and development, on-demand consulting and points of technical synchronization for the low-power design community.Objectives:The main objective of the MARLOW project is to set-up and manage a coordinated take-up action to disseminate to a broad audience the low-power design knowledge available Europe-wide. Detailed objectives are:- Creation of an indexed repository;- Set-up and maintenance of a low-power methodology database;- Creation of a low-power technology and methodology roadmap;- Systematic organization of low power related events;- Recruitment of industrial sponsors and supporters;- Organization of various forms of training sessions;- Offering of on-demand consulting services for industries and SMEs.Work description:The work plan is structured into five work packages:- WP1 will be concerned with the set-up and maintenance of an indexed repository of the (re-edited) material developed within the ESPRIT TARDIS ESD-LPD cluster of projects;- WP2 will deal w
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 'Cord blood as an allogeneic source of stem cell for clinical use' (1998-2002).

assistant: **Concept**

Cord blood cells, collected at birth, have new interesting properties which can be used for treatment of leukemias and other malignant diseases and also for the treatment of genetic or acquired hematological disorders. Cord blood banks have been established worldwide, and thanks to international collaboration, results of allogeneic unrelated cord blood transplants have been analysed. From these studies, it can be concluded that this new source of hematopoietic stem cells is a life-saving therapy used in a large variety of potentially fatal diseases mostly in children. The objectives of this proposal are to better characterise hematopoietic stem cells present in cord blood and take advantage of the immaturity and proliferative characteristics of the cells to treat a large variety of malignant, immunological, genetic and infectious diseases. The proposal will be divided in 4 components: hematopoiesis, immunology, clinical applications of cord blood cells and interface between transplant centres and cord blood banks.
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 'Semantic Low-code Programming Tools for Edge Intelligence' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

The objective of the SMARTEDGE project is to enable the dynamic integration of decentralised edge intelligence at runtime while ensuring reliability, security, privacy and scalability. We will achieve this by enabling a semantic-based interplay of the edge devices of such systems via a cross-layer toolchain that facilitates the seamless and real-time discoverability and composability of autonomous intelligence swarm. Hence, an application can be freely built by distributing the processing, data fusion and control across heterogeneous sensors, devices and edges with ubiquitous low-latency connectivity. The goal of this project is to develop a SMARTEDGE solution with a low-code tool programming environment with various tools: (1) Continuous Semantic Integration (CSI); (2) Dynamic Swarm Network (DSW); and (3) Low-code Toolchain for Edge Intelligence. CSI allows the SMARTEDGE solution to interact with devices according to a (i) standardized semantic interface, via a (ii) continuous conversion process based on declarative mappings and scalable from edge to cloud, and (iii) providing a declarative approach for the creation and orchestration of apps based on swarm intelligence. DSW provides (i) automatic discovery and dynamic network swarm formation in near real time, (ii) hardware-accelerated in-network operations for context-aware swarm networking, and (iii) embedded network security. The low-code tool chain provides (i) semantic-driven multimodal stream fusion for Edge devices; (ii) swarm elasticity via Edge-Cloud Interplay; (iii) adaptive coordination and optimization; (iv) cross-layer toolchain for Device-Edge-Cloud Continuum. The SMARTEDGE solution will be comprehensively demonstrated  over four application areas: automotive, city,  factory and heath via the strong colla