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 impact statement for 'Meta-Learned Machine-Learning Interatomic Potentials for Ab initio Engineering of Chemical and Microstructural Complexity', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Materials engineers have dreamed for decades of optimizing materials starting from the quantum mechanical laws of nature. Mastering the inherent chemical and microstructural complexity promises access to outstanding properties of structural and functional materials. Machine-learning interatomic potentials (MLIPs) ignited hope by offering quantum-mechanical accuracy for systems with many atoms. However, the full capacity of MLIPs remains untapped due to the complexity of the MLIP construction process and the required simulations.META-LEARN will cut the MLIP Gordian knot and raise MLIP construction to the next level. Our vision is a meta-learning framework that unleashes the full strength of MLIPs for large-scale simulations to a broad community. We will meta-learn the optimal MLIP-construction processes by acquiring and exploiting domain-expert knowledge from various branches of advanced ab initio and large-scale simulations.META-LEARN leverages a comprehensive pool of algorithms to ensure an optimal, task-oriented accuracy-efficiency trade-off. MLIPs that account for magnetic and electronic excitations will broaden the materials spectrum. MLIP-based sampling will boost the efficiency of thermodynamic predictions. Deciphering the microstructure genome will provide the optimal training for large-scale defects. Sustainability challenges will be tackled at the limit of chemical and microstructural complexity: Multicomponent H-storage and coating materials.META-LEARN will encode the knowledge of the MLIP construction and make it openly available via the MLIP-COPILOT, a knowledge-graph-based artificial intelligence tool. The MLIP-COPILOT will provide the optimal combinations of MLIP algorithms, hyperparameters, training datasets, and training sequences for different materials
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'Introducing the Internet of Bees: A Smart Beehive System', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

We rely on one third of all the food on our tables to be pollinated by honeybees. However, their number is dwindling. This obvious shortage has created a new industry - “pollination on demand”. Beekeepers move their beehives from farm to farm in order to provide this service. But beekeepers are not used to such large-scale operations and bees are not used to be moved too often. This results in honeybee colony losses of 32% to 45%.Pollenity sets off to fix this fundamental disconnect between plants and pollinators. We are offering a smart beehive monitoring system that allows beekeepers to remotely monitor their honeybee colonies, measure their productivity, identify threats and react accordingly and on time. Our product portfolio consists of three products – Beebot, HiHive and the BBoard. The in-hive sensor device, called the Beebot is complimented by a robust weight scale – the HiHive. The beekeeping industry in Europe features 17 million beehives and 600,000 beekeepers, which is also our serviceable obtainable market. We follow a two-tier revenue model with assets sales of the Beebot sensor and the HiHive scale, and a SaaS subscription model for the access to the software at a small fee per month. At Bee Smart Technologies, our mission is to assist agriculture with IoT by adopting advanced technologies focusing on sustainability and re-establishing a caring relationship with nature. Our efforts have already been internationally recognized. In 2017, we became part of the IEEE network, received “The best IoT start-up” award from Central European Startup Awards, were featured in Financial Times, received FCC certification and have generally made a lot of buzz over social media. The objective of the Phase 1 project is to prepare the Phase 2 project that will help Pollenit
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 Seventh Framework proposal on 'Evolving Probabilistic Spiking Neural Networks for Spatio-Temporal Pattern Recognition'.

assistant: **Innovation**

Spiking neural networks (SNN), considered the third generation of neural networks, are a promising paradigm for the creation of new intelligent ICT and for the study of the brain. This new generation computational models and systems are potentially capable of modelling complex information processes due to their ability to represent and integrate different information dimensions, such as time, space, frequency, phase, and to deal with large volumes of data in an adaptive, self-organising, self-learning way. The progress in this direction has been slow in the past, but now there are more opportunities for a progress to be made and this is the aim of the proposed project. The host organisation,  the Institute of Neuro-Informatics (INI), Zurich, has been developing VLSI technologies for implementing SNNs for many years. As it has mainly focused on the hardware development aspects, it is still lacking a theoretical framework for configuring and applying VLSI SNNs to wider computational problems. The contribution of this project and of the incoming researcher Prof. Kasabov will be crucial for making a breakthrough in this domain. The project proposes to devise a theoretical framework and a methodology for the design of novel SNN, namely evolving probabilistic spiking neural networks (epSNN) and evolving probabilistic computational neuro-genetic models (epCNGM) along with their implementation on existing software and hardware platforms at the host organisation INI. The resulting technologies will offer a new way to efficiently solve a wide range of complex spatio-temporal pattern recognition problems, including: audio-visual pattern recognition; EEG brain data analysis; associative memories; neurogenetic cognitive systems. Further applications of the epCNGM are expected to be
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 'Dynamics of Inequality Across the Life-Course: structures and processes' (DIAL) under Horizon 2020.

assistant: **Objectives**

Existing and rising inequalities pose fundamental challenges to European societies and economies. Large disparities in human and social capacities are counterproductive to a sustainable and creative economy and participatory governance and inclusion. The increasing gulf between rich and poor, exacerbated by the recent financial and economic crises, is a key concern. The sources of inequalities in contemporary societies are complex and highly intertwined and they and their consequences can only be understood through comprehensive, comparative and innovative research activities. It is for this reason that the NORFACE Network is committed to launch a transnational research programme on the topic of Dynamics of Inequality Across the Life-course: structures and processes (DIAL). The DIAL programme will contribute to understanding the dynamics of inequalities as they unfold over the life-course, causal processes and drivers in relation to these inequalities, the role of time with regard to inequalities and the impact of these inequalities on social cohesion. The specific challenge of this Call is to address the dynamics comparatively in their social, cultural, economic and political dimensions and to disentangle the impact of past events and current circumstances on later outcomes to provide solutions to reverse inequalities across the life-course.The NORFACE DIAL programme will coordinate the research efforts of the participating European Member States by implementing a joint trans-national call with European Commission co-funding to fund innovative comparative, transnational and interdisciplinary research initiatives within this thematic field. The NORFACE Network has received core funding under the European Union’s ERA-Net scheme since 2004 and has developed a close partne
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 Seventh Framework proposal on 'Mapping of European Research Infrastructure Landscape'.

assistant: **Innovation**

The MERIL project aims to complete an in-depth analysis of the current European Portal on Research Infrastructures’ Services, leading to the redesign and implementation of a comprehensive database of pan-European Research Infrastructures (RIs) and their mapping as a useful tool for scientists and policy makers. In the long run impacts are expected such as increased visibility of the services and collaborations offered by the RIs as well as joint foresight with gap and needs analysis. Funding is requested from the European Commission for the first two years of the project.  If approved the EC would thereby play its role of catalyst.MERIL governance will consist of:- a Steering Committee (SC) comprising representatives from the major European stakeholders e.g. ESF, EUROHORCs, ESFRI, ERF and EIROforum etc. each reporting to their General Assemblies;- a Science Advisory Board responsible for providing expert scientific and political advice at important milestones of the project.The ESF Member Organisation (MO) Forum made up of delegates representing ESF organisations willing to explore the future of RIs in Europe will be central in contributing to the project and its Chair will be a member of the SC.ESF will coordinate the project and assemble a project management team.A series of meetings will be held:i) to reach consensus on definitions (RIs, Categories of RIs, Science Domains, Scope etc.), to make a state of the art analysis on the European context, and to identify the needs of data users and providers;ii) to discuss data acquisition, including incentives and access rules;iii) to agree on a common set of criteria for ensuring quality of the data.The combined reports of these meetings will lead to an up-graded and up-dated pan-European database.  Through the combined effo
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 'Risk assessment of inorganic arsenic in EU rice-based infant products and strategies to reduce exposure' in the context of a Seventh Framework call.

assistant: **Objectives**

Inorganic arsenic (i-As) has been identified as a non-threshold carcinogen. Children are particularly susceptible to As exposure and early-life exposure may adversely affect long-term health, yet there are no EU standards for i-As or total (t-As), given that i-As in water is tightly regulated yet food sources dominate EU exposure. The levels of tolerable dietary exposure to i-As have been reviewed and the WHO Tolerable Weekly Intake has been withdrawn as data has shown that i-As causes cancer and other health problems at lower exposures. The main exposure route to i-As in the EU is dietary, and rice is the main source. Rice accumulates significantly higher levels of As than other crops. Infant consumers of rice-based products are one of the population groups in the EU with higher exposure levels. However, exposure calculations have been based on occurrence figures of t-As from limited and non-representative numbers of samples. More As speciation data for different rice-based infant products are required to support dietary exposure assessment and define risk assessment of i-As. The main objectives of the RICENIC project are i) provide an accurate risk assessment of i-As exposure of EU infants and ii) set up feasible recommendations to reduce i-As burden in rice-based infant products based on agricultural and industrial practices. The expected results are a) the generation of a database of t-As, i-As and As bioaccessibility/bioavailabiliy in cereal-based infant food marketed in the EU, b) the assessment and risk characterization of i-As in EU infants, c) determination of the effects of the agricultural practices on the As concentration and speciation in rice grain, d) determination of the effects of manufacturing processes on the As concentration and speciation in rice-ba
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 'Sustainable Hydrogen Storage by Advanced Layered Magnesium-based Nanostructured Alloys' (SHSBALMBNA), addressing dissemination and exploitation.

assistant: **Impact**

The generation of advanced alloys with extraordinary sustainable, functional performance is a game changer for commercializing advanced manufacturing technologies and is a key issue for the 4th industrial revolution, considering the environmental issues to reduce CO2 emission, as well. To this end, thermally stable, high-performance bulk nanostructured (nano-layered) nanocomposites containing stable interfaces are highly desirable for hydrogen storage. Within the proposed project, the newly developed accumulative fold-forging (AFF) method shall be applied to enhance the hydrogen storage response of a Mg/Nb alloy based on extreme grain refinement down to the nano-scale and the synthesis of a nano-layered structure. This novel alloy design will assess this synergy between advanced manufacturing by a novel severe plastic deformation (SPD) approach and metal physics as an interdisciplinary topic. First, the advanced layered system will be designed by AFF for nano-grains formation and forced alloying between Mg and Nb. Then, the manufactured new materials shall be characterized in terms of structural features, mechanical properties, and functional behaviour. Third, atomic-scale structural modelling will proceed to simulate sustainable hydrogen storage performance. These experiments may give novel insights into tailoring the pathways toward sustainable microstructural design for optimizing the composition and structure of advanced Mg/Nb nanostructured alloys with extraordinary storage capacity and cyclic stability. Coming from the world-foremost centers on advanced manufacturing and alloy design, I will bring new scientific and technological knowledge to the host university and institute. Meanwhile, practical training at one of Germany’s best universities and research institu
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 'Literature as a Cognitive Object; Cognitive infrastructure and human cultural transmission' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Interdisciplinary research between literary and art study and empirical disciplines such as linguistics and cognitive science lacks genuine reciprocity: scholars of literature and art have drawn extensively on linguistics and cognitive science, but literary and art-philosophical discourse has had little impact in these empirical domains. This project argues for genuine, two-way interdisciplinary practices in literary and art study and aims to show how research in empirical domains can not only influence but also be influenced by the investigation of literary and other art forms. The first objective of the project will focus on mental causation in order to refine my suggestion that what distinguishes works of literature and art from other objects is their cognitive aetiology: drawing on Relevance Theory, I will argue that artworks and literary texts are causally related to an art-specific type of relevance-yielding creative mental state, that I term an artistic thought state. The 2nd objective will focus on intended effects: it will take as starting point the relevance-theoretic notion of a worthwhile effect in order to introduce a new, neurologically real type of effects (positive perceptual effects) that make both artworks (e.g. literary texts) and artistic thought states relevant to individual minds. The discussion will have implications for hypotheses in various empirical domains.The IF will, among other things, result in a monograph (‘Literature as a Cognitive Object’), which will make one of the first systematic and empirically tractable proposals in the 21st century on the essence of literature and art and provide a concrete example of how genuine interdisciplinary practices in the Arts and Humanities can directly influence theory formation in scientific domains.
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 Sixth Framework proposal for the project 'Biocompatible non-viral polymeric gene delivery systems for the ex vivo treatment of ocular and cardiovascular diseases with high unmet medical need'.

assistant: **Objectives**

The objective of this proposal is to develop a non-viral ex vivo gene therapy that will be applied for both ocular and cardiovascular diseases with high-unmet medical need. The research of the project focuses on improving polymeric DNA-delivery by combining polyplexes with cell penetrating peptides (CPP). To circumvent the toxic and immunogenic problems related to viral vectors, the gene vectors developed in this project will be a non-toxic and non-immunogenic, biodegradable polymeric carrier based on multifunctional poly-alpha-amino acids. The potential of the CPP-containing polyplexes regarding their transfection efficiency and the absence of any toxic or immunogenic side effects will be evaluated using two gene transfer approaches. In a first approach, cells will be transfected with polyplexes (i.e. polymer-DNA complexes) and then seeded on an electrospun polymer membrane prior to implantation.Alternatively, the polymer membrane will be surface coated with polyplexes prior to cell seeding and implantation. In order to enhance the internalisation efficiency, the polyplexes will be functionalised using Penetratin-like CPP. In order to improve the membrane-cell interaction and to enhance the cell proliferation and differentiation, the polymer membrane will be functionalised with cell interacting peptides (CIP).To reach the final project goal, different work packages will be implemented:(1) selection of CIP and CPP,(2) development of CPP-containing polymers,(3) development of CIP-containing polymer membranes by electrospinning,(4) preparation of plasmids and CPP-containing polyplexes,(5) characterisation of polyplex-cell and polymer membrane-cell interactions,(6) study on immunological properties of polyplexes and polymer membranes and(7) polymer membrane implantation in
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 'Sympathetic Cooling of Molecular Ions in Microstructured Ion Traps on Chips' to be submitted under Seventh Framework.

assistant: **Abstract**

The project aims at developing a flexible, compact, microstructured trapping device for conducting various precision experiments with single cold (T≈mK) molecular ions. Several control tools will be established in the view of realizing a “cold chemistry lab on a chip”. For this purpose the following steps are required: (1) designing and constructing a novel type of ion trap, a microtrap, tailored towards the sympathetic cooling of molecular ions, with an open geometry and increased controllability of the trapping potentials; (2) perfecting routine experimental techniques: ion loading, trapping, laser- and sympathetic cooling; (3) establishing protocols for state preparation and mass spectrometry of the sympathetically-cooled ions in the trap; and, finally, (4) demonstrating the potential of the system through the implementation of optical preparation and interrogation protocols of cold molecular ions and cold chemistry experiments.