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: Compose a compelling abstract for 'Mass-transfer independent long-term implantable biosensors' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

ImplantSens will develop long‐term stable implantable electrochemical biosensors by overcoming mass‐transport limited sensing schemes. This is the major unsolved problem due to the formation of capsules by the foreign body response upon implantation of a sensor. ImplantSens will not only contribute to the painless long‐term monitoring of glucose levels for diabetic patients but also to the development of future implantable sensors for the management of other chronic diseases. 11 ESR will be engaged in all tasks of this scientific chain, thus being trained in the fundamentals of bioelectrochemistry, enzyme engineering, electrode design as well as biocompatibility. Training of the fellows will be performed via an innovative program based on a blended learning concept and will take place at the host institutions, via secondments, workshops, schools and e-learning elements. The scientific training will be completed by training of complementary skill with respect to management, fund raising, IPR and scientific communication. The consortium consists of 7 leading scientists in Europe with the necessary expertise to target this ambitious goal supported by 4 SMEs. ÍmplantSens will improve the availability of a highly skilled workforce for European industries and research strongly needed for at the beginning of the 4th industrial revolution.


**Keywords:** implantable biosensor, foreign body response, long-term stability, mass-transfer independent sensor, enzyme design, switchable enzymes, amperometric glucose sensor
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 Fifth Framework proposal on 'Eu-enlargement: the impact of east-west migration on growth and enlargement'.

assistant: **Innovation**

The central objective of this work is to analyse the impact of migration on growth and employment in the context of EU enlargement. An integrated approach is pursued by analysing all three dimensions along which integration of productive structures between the Central and Eastern economies and the EU countries proceeds: labour, capital and goods flows. This enables us to take into account the substitutability and complementarily of factor and goods flows. It also adopts an explicitly dynamic perspective in that it attempts to show that integration can impact upon both short- and long-term economic growth and employment.A comprehensive theoretical framework will be developed to understand the growth and employment consequences of international migration, when accompanied by the liberalisation of trade and capital flows. The empirical sections on migration, capital and trade flows will deliver the inputs for the simulations of alternative policy measures using the theoretical model, and will provide insights in themselves.
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 'Fully Oxide-based Zero-Emission and Portable Energy Supply' (FOXES).

assistant: **Innovation**

Devices for the Internet-of-Things (IoT) are often placed in remote locations or are embedded in vehicles or machines and thus need to be fully wireless, lightweight, and energy-autonomous. The project FOXES aims to provide a clean, compact, low-cost and scalable high energy density solution for powering IoT devices such as wireless sensor nodes. The energy supply system developed by FOXES is constituted by the combination of a lead-free perovskite solid cell and a multilayer relaxor thin film capacitor with high energy density. Coupling these two devices allows solar energy surplus to be stored in the capacitor and being used for periods of time when solar light is not available. The energy balance (intake/discharge) is regulated by an electronic circuit, ensuring a positive energy balance for powering the sensor node. The FOXES system is constituted by:-Fully lead-free perovskite solar cell with > 10% efficiency.-Lead-free perovskite multilayer thin film capacitor with high energy density (> 50 J/cm3).-Graphene and metal-oxide based electronics for energy management circuit.These components will be fully 3D monolithically integrated using low-cost and sustainable processes (e.g. spin coating, spray pyrolysis) minimising the use of harmful chemicals or critical raw materials. This will also improve recycling and end-of-life disposability of the FOXES system. The targeted energy generation of the FOXES system is > 250 mJ/day.The developed system will be then coupled with low-power light-activated gas sensors (as use case) – giving less than 3 mJ/day energy consumption – and the necessary ASIC/data transmission devices for sensor operation. For the latter, commercial low-power solutions will be adopted, so that a positive energy balance will be maintained.The combined en
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 'SUSTAINABLE AND INNOVATIVE MANUFACTURING BY ENSURING DIGITAL, GREEN AND SOCIAL SME TRANSFORMATION' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

The overall objective of the project is to boost green and digital transition of European manufacturing SMEs through the uptake of advanced technologies and social innovation. To that end, MANTRA will create and demonstrate an effective and highly scalable European-wide capacity building and demonstration programme to provide SMEs with the required assistance, network of partners and experts, and financial support to elaborate and implement tailored transformation journeys leading to sustainable business models and, more competitive and resilience SMEs. This innovation support ecosystem will be built on the capacities of a strong consortium and of available EU support networks and SME support initiatives.


**Keywords:** Digital Green Social Transformation Advanced Technologies Social Innovation Ecosystem Capacity Building, Resilience Competitiveness Community Manufacturing Machinery Food Metal Textil Plastics Material
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 'Shaping A Transition-metal coordination sphere to Unveil Routes uNmet in catalysis: main-group cations and iron triad metals (Fe, Co, Ni) as a starting kit' in the context of a Horizon Europe call.

assistant: **Objectives**

Transition-metal (TM) catalysis is pivotal in organic synthesis, and led to spectacular breakthroughs in that field over the last fifty years. In particular, development of catalysts using non-noble metals from the iron triad (Fe, Co, Ni) keeps attracting a lot of efforts. This is due not only to their low cost and their abundance, but also to their incredibly diverse reactivity, thanks to a broad panel of oxidation states and coordination patterns. Still, the design of efficient Fe, Co or Ni catalysts proves to be tedious work, as their coordination sphere often requires drastic rearrangements along the reaction paths. To accommodate those events, next-generation catalysts have to display a high plasticity, and must overcome the paradigms of classic design of static ligand spheres, with no consideration of their dynamic evolution.The central idea of the SATURN project is to use external main-group Lewis acids to achieve a dynamic control of the composition of the TM coordination sphere, with a focus on Fe, Co and Ni chemistry. In a catalytic context, this original approach will i) unlock the formation of key intermediates and ii) drive their reactivity towards selective paths, providing new strategies in synthetic chemistry. The first work package (WP1) will establish the general guidelines of this approach, and show that main-group Lewis acids can modulate the coordination sphere of reactive TM compounds. Development of new catalytic 3-component couplings will validate this approach. To widen the application scope of this method, WP2 will enable the control of a single TM catalyst by different main-group Lewis acids, whose nature will selectively guide the system towards different EH functionalization paths (E = C, Si, B, Ge). The last WP3 will show that this approach
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 'Behavioral demand-driven dynamic reorganisation of cortical networks revealed by simultaneous wide-field optical imaging and optogenetic stimulation mapping in task-performing mice' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

CAREER PLAN:The Experienced Researcher (ER) has revealed causal neural mechanism of cognitive memory by optogenetics and psychophysics in macaque monkeys. ER wish to combine cognitive neuroscience in monkeys and circuit-based neuroscience in mice to build a new field to study cognitive functions at the level of genetically-defined circuits. Thus, ER plans to develop and acquire new technologies in a top laboratory investigating the mouse brain. INTRODUCTION:We humans can quickly change what we do. This would require dynamic reorganization of brain networks. Recent studies have revealed differential roles of cortical layers and interneurons in local neuronal circuits. However, a mechanism that reorganise cortical networks to integrate local circuit processing has been poorly understood, while this is a core principle of the brain to work.OBJECTIVE:Elucidating mechanisms of global integration of local processing from a view point of spatiotemporally-selective causal actions of different cortical layers and interneurons.  APPROACH:  Spatiotemporal actions of cortical layers and interneurons in task-performing mice will be observed by wide-field optical imaging with genetically-encoded calcium or voltage indicators. Simultaneously, optogenetic stimulation mapping to layers and interneurons will visualize their causal contribution to global processing and task execution.  IMPACTS: 1. Mechanisms of dynamic cortical reorganisation for switching behavior have a clinical impact for common psychiatric disorders such as obsessive-compulsive disorder in which patients can not stop repeating a single action.2. ER transfers knowledge in monkey cognitive science to the host lab to sophisticate mouse paradigm.3.Techniques developed by ER will be transferred to marmoset, a small non-hum
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 'Leveraging Benchmarking Data for Automated Machine Learning and Optimization' (AutoLearn-SI) under Horizon Europe.

assistant: **Objectives**

The AutoLearn-SI project seeks to establish a leading ERA Chair research group at the Jožef Stefan Institute (JSI) in Slovenia, focusing on AutoML and AutoOPT for sustained excellence in Slovenia and the neighboring region. By integrating recent AutoML and AutoOPT advancements into research and education, the project contributes to national reforms and positions itself strategically for EU research funding. The ERA Chair will use benchmarking data for automated ML and optimization, conducting research in three Pillar themes (Experimental databases, Representation Learning, and Automated Algorithm Selection/Configuration) and two Horizontal themes (Single-objective Optimization and Multi-label Classification). Centered on AutoML and AutoOpt, the AutoLearn-SI ERA Chair leverages JSI's expertise and infrastructure to create an integrated research and education center within the ERA, unlocking potential for regional leadership. The project promotes geographical diversity by appointing a USA-based ERA Chair Holder, collaborating with leading EU research groups (specifically, France, Germany, the Netherlands, and Belgium), establishing research capacity in Slovenia, and disseminating knowledge to North Macedonia. The ERA Chair's primary goal is scientific research in AutoML and AutoOpt, fostering excellence in ERA collaboration and stakeholder engagement.


**Keywords:** automated optimization, automated machine learning, experimental databases, meta-learning, meta-features, trustworthy artificial intelligence
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 'MAss RAtio evolution in Clusters between HAlos and Sub-halos'.

assistant: **Innovation**

Structure in our universe grow hierarchically, where small structures (stars and galaxies) assemble first and later on galaxies group together in large potential wells to form clusters. Clusters of galaxies are the largest structure observable in our Universe, and can contain more than hundreds of galaxies. Nonetheless, the stars in the galaxies contribute to only a little of its mass. Indeed, the main matter component is dark matter. Little is known about dark matter besides that it interacts through gravity with ordinary matter. For instance, we believe that every galaxy carry their own small halo of dark matter, and when they fall in a cluster part of that halo is stripped and diffused in the larger halo of the cluster. In this study, I will be using the gravitational lensing effect to answer questions on the evolution of dark matter components that make the majority of clusters. In my case, gravitational lensing refers to the bending of the light emitted by a galaxy located far behind the cluster, due to the mass of the cluster itself. I will study the galaxies and their dark matter falling in the cluster and losing their dark matter to the profit of the cluster, also called the sub-halos mass loss. This will bring new insights to the overall structure evolution in our Universe, and answer fundamental questions about dark matter properties.Based on my experience gained during my PhD and postdoc at the University of Michigan, returning to the EU to conduct this study will allow me to increase my ability to design, program and develop large analyses of observational data. The experienced contributors will greatly promote such challenging observational analysis and have the expertise to link this work to the latest theoretical predictions thanks to Durham’s state-of-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: Compose the 'Concept and Approach' section for a Seventh Framework proposal on 'Novel Mineral Material for road marking'.

assistant: **Concept**

Road accidents imply dramatic personal and social consequences. In 2011 it is estimated more than 30,000 people died on the roads of the European Union, and for every death on Europe's roads there are an estimated 4 permanently disabling injuries such as damage to the brain or spinal cord, 8 serious injuries and 50 minor injuries. These figures also bring about huge economic cost estimated on about 1,5-2% of gross domestic product in Europe.Different combined factors are normally behind each road accident. However, recent in-depth studies reveal that poor road marking affecting visibility and adherence are among the important factors of traffic deaths. Until now, the road marker most common is road paint. These paints have been developed from different plastic materials such as thermoplastics, epoxy resins and the like. These paints present a lack of mechanical resistance to traffic load, in addition, and due to the chemical composition of the paints, the road marks are easily get dirty when raining, compromising its visibility and the safety of drivers. ROADMARK is focused on the development of a novel inexpensive cementitious material for long-lasting and anti-sliding road marking. The final film will have improved features such as anti-skid, more durable, waterproofing and self-cleaning properties. The mineral compositions will allow getting an improved adhesion between the asphalt and the paint that improved the durability of the paint. Since market penetration for ROADMARK is forecasted to be about 14% after 5 years, the estimated saved cost could be calculated on €24Bn resulting calculated from forecasted penetration rate by year. These savings could be easily view by saved lives, about 10,100 lives and 200,000 people will be saved from being seriously damaged on
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 'From Open to Closed Loop Optimal Control of PDEs' (OCLOC) under Horizon 2020.

assistant: **Objectives**

The proposal addresses some of the most pressing topics in optimal control of partial differential equations (PDEs): Non-smooth, non-convex optimal control and computational techniques for feedback control. These two topics will be applied to the large scale optimal control problems for the bidomain equations, which are the established model to describe the electrical activity of the heart. Due to their rich dynamical systems behavior these systems are particularly challenging.The use of non-smooth functionals is of great practical relevance in many diverse situations. They promote sparsity, and provide a perfect formulation for switching and multi-bang controls, and for the optimal actuator location problem. For inverse problems the case $L^{p}$ with $p\in (0,1)$ is of special statistical importance, and $L^0$ can be the basis of a new formulation for topology optimization problems. But lack of Lipschitz continuity and of convexity are significant obstacles which can only be overcome by the development of new analytical and numerical concepts. The new algorithmic concepts will also be applicable to important non-smooth problems in continuum mechanics, as for instance the quasi-static evolution of fractures.Closed loop control is of paramount importance due to its {\bf robustness} against system perturbations. Nevertheless, numerical realization of optimal feedback strategies for nonlinear PDEs has barely been touched since the curse of dimensionality makes direct numerical treatment of the Hamilton-Jacobi-Bellman equation unfeasible. We shall therefore develop and analyze suboptimal strategies based on model reduction and interpolation techniques, and on model-predictive control. The availability of boundary and near-to-the boundary measurements together with dynamic o
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 'An Integrated Chemical Platform to Elucidate Eukaryotic Sensing of Bacterial Crosstalk' (QUORUMPROBES) targeting Seventh Framework.

assistant: **Abstract**

The term quorum sensing (QS) describes the ability of a population of unicellular bacteria to act as a single multicellular organism in a cell-density-dependent manner. Bacteria achieve this feat by the use of small diffusible molecules to exchange information among themselves. Examples of QS-controlled behaviors are bioluminescence, virulence factor expression and biofilm formation. These processes are advantageous to a bacterial population only when they are carried out simultaneously by its members. In recent years, a surprising new role has been found for several QS molecules diverse eukaryotes have been found to react strongly to the presence of these compounds. My aim is to examine the hypothesis that diverse eukaryotic species have developed mechanisms to react to the presence of specific bacterial QS molecules in a receptor-mediated fashion. Specifically, we aim to identify receptors that are highly specific for the Pseudomonas aeruginosa QSM 3-oxo-C12-AHL, as no receptor has been identified yet. This is a significant challenge, that we will address developing an innovative platform of chemical, biochemical and microbiological investigations. Identification of specific QSM receptors in eukaryotes will allow us to further understand the complex mechanisms of coexistence and evolution of coexistence between prokaryotes and eukaryotes. The insight obtained from these experiments could lead to: a) an increased understanding of important principles that guide the evolution of symbiotic relationships between competing species; b) new approaches in the treatment of P. aeruginosa infections, as well as to potential new drugs for the treatment of autoimmune diseases; c) the development of an integrated platform that will enable the discovery of unknown receptors for smal