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 'The role of functional redundancy on stability mechanisms in multi-level ecosystem processes face to climatic extremes' (SMILE), addressing dissemination and exploitation.

assistant: **Impact**

The present proposal, SMILE, aims to answer core questions on the current climatic and biodiversity crisis. Together with Dr. Francesco de Bello, a prominent authority on functional ecology and biodiversity, at the CIDE-CSIC, Spain, the applicant, Dr. Felícia M. Fischer, seeks to understand how biodiversity responds to extreme climatic events and how this response affects multiple ecosystem functions. For so, SMILE will explore the role of key aspects of the biological communities in terms of functional traits on the resistance and resilience of natural processes and the provision of multiple ecosystem functions connected to various ecosystem services. Two approaches, one using large-scale datasets of permanent plots, and another, within an extensive biodiversity experiment in controlled conditions, will allow testing the effect of functional redundancy within biological communities (i.e. multiple species with similar ecological functions but different environmental preferences) over the ecological stability (insurance hypothesis). SMILE will rely on cutting edge quantitative methods for accessing and testing the role biodiversity to buffer extreme climatic events. It will also count on a transdisciplinary approach to evaluate multifunctionality, involving the fields of climatology, community ecology, functional ecology, soil biology and biochemistry, carbon and water cycles, among others, with promising applications to conservation. For so, SMILE will involve a large multidisciplinary and multinational collaboration network. Moreover, the project is well aligned with the priorities and themes promoted by the Europe 2020 strategies and the Horizon 2020 program, as it can have important role for restoration of degraded lands, and their maintenance. Communication and diss
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 'Next Generation Digital Mock-Ups for Multi-Physics Simulation' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

ACARE’s vision 2050 for aerospace requires technological leadership in terms of managing the complexity of multidisciplinary design and development. Computational Simulation is essential to meet these challenges, but setting up complex numerical simulations for large assembly structures is extremely time-consuming and requires highly-skilled engineers. Even though solve time is often used as a key performance indicator, model preparation is typically orders of magnitude larger that the solution time. The main objective of this proposal will be to define the next generation of Digital Mock-Ups using an approach which models the complete design space (not only the structural parts but the adjacent void volumes containing air, gas etc.), subdivided appropriately and populated with simulation attributes. It will use information like component function and the interfaces between regions in the design space to infer functional behaviour in the assembly, allowing much more intelligence and automation in model preparation. The links between the equivalent representations of different regions in different models will be tracked, clarifying the links between disciplines and physics. This project will enable the researcher to initiate and develop collaborations between two research laboratories, both leaders in the field of design/simulation integration, and two leading industrial partners. This training is necessary to enable the researcher to develop a research career as a world expert in Computer-Aided Engineering, which requires both a strong engineering science background and strong links to industry. By demonstrating how to speed up the management and preparation of industrial simulation models, the researcher and the host will strive to be considered at the forefront of res
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 '4FOLD Reduction of the International Transport of Empty Containers by Folding' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Due to the global imbalance of import/export ca. €25 billion a year is spent on repositioning empty containers and unnecessary emissions of CO2, NOx and PM are generated. The technical solution proposed by HCI is the 4FOLD foldable container. This concept is IP protected by HCI by 8 patents. This proposal fits within the topic Small business innovation research for Transport-IT-1-2015 of the work programme Smart Green & Integrated Transport. 4 folded 4FOLD containers stacked have the same dimensions as 1 container, enabling the reduction of transport movements up to 75%. An increase of the shipping lines’ profit margin of 600% is possible, corresponding to savings up to 25% on the operational costs and 27% on the total CO2 emissions of container transport at sea. A reduction of 25% on operational costs can be achieved, giving an huge economic boost to the EU logistics sector and the total EU economy. The 4FOLD strengthens the EU transport sector by making container transport more time and cost efficient, creating new jobs and tackling the mentioned environmental and mobility defies. The 4FOLD prototype is at TRL7 and will be demonstrated in an operational environment in 5 international trial projects. The overall goal of the Phase2 project is to catalyse the market uptake of the 4FOLD container. A large scale demonstration is necessary to convince the conservative logistics sector of the added value and usability of the 4FOLD and opens the market for this innovation. For Phase2 HCI has involved key players to execute the demonstration project and develop the market implementation: market leaders in container manufacturing and global transport companies. HCI is frontrunner in the development of foldable containers and aims to expand its market leadership to the sales 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: Explain the overall concept, methodology and approach for the project 'Machine Learning applied to Reactivity: combination of HDNNs with ReaxFF' (MaLeR).

assistant: **Concept**

Computational chemistry and materials science rely on accurate methods for calculating the thermodynamic and kinetic stabilities of different compounds. In order to model large and realistic chemical systems, computationally efficient methods like force-fields are needed. Force-fields have physically motivated functional forms, but are not flexible enough to accurately describe most chemical reactions. Here, we intend to alleviate this problem by combining a state-of-the-art reactive force field, ReaxFF, with artificial neural networks (NNs). NNs constitute an example of machine learning (ML) methods, and are extremely fast to compute. Due to their very flexible functional forms, NNs can be parameterized to reproduce any other target function, which here is the error made by ReaxFF. By combining ReaxFF with the variant of NNs known as high-dimensional neural networks (HDNNs), the resulting “ReaxFF+HDNN” method will provide an all-purpose computationally efficient method for applications in chemistry, biochemistry, and materials science. The developed method will first be applied to unravel high-temperature fullerene reconstruction mechanisms, a notorious case where the original ReaxFF functional form has been shown to be inadequate. The combination of HDNNs with the more computationally expensive semi-empirical density functional based tight-binding method, DFTB, will also be explored. The development and implementation will take place at SCM in Amsterdam, which has a long-standing history of modern ReaxFF method developments.
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 'Arctic ice cover simulation experiment (AICSEX)' (AICSEX) targeting Fifth Framework.

assistant: **Abstract**

The aim of AICSEX is to compare the natural variability and trends during the last century, for selected observed climate sensitive variables and coupled global/ nested climate models, in order to assess the model capabilities for prediction of climate changes in the Arctic, Nordic and Baltic Seas in this century. AICSEX' s objectives will be achieved through a co-ordinated integrated observational and modelling approach. The models predictions will under different climate scenarios be used to assess the risk for abrupt changes in the ice cover in the Arctic Oceanand Baltic Sea to assess the impact of a melting ice cover on the marine carbon uptake, deep water formation and thermohaline circulation in the Nordic Seas and North Atlantic. The economic impact of a melting Arctic ice cover will be assessed for fisheries, shipping, offshore and hydroelectric energy industries through a project dedicated industrial users reference group.
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 'HPC-standards' in the context of a Fourth Framework call.

assistant: **Objectives**

The aim of this project is to provide European input to and dissemination of the development of three major international standards in the area of HPCN, namely High Performance Fortran (HPF-2), the standard Message Passing Interface (MPI-2), and a standard set of parallel kernels and benchmarks (Parkbench).These standardisation activities take place mainly in the USA, and in order to influence their outcome Europeans need voting rights. This requires attendance at meetings in the USA and elsewhere. In this project a fixed team, chosen for their expertise in appropriate fields, will participate in meetings of the relevant standardisation committees, namely the HPF Forum (HPFF), the MPI Forum (MPIF) and the Parkbench group. The project will ensure the early dissemination of the emerging HPF-2, MPI-2 and Parkbench standards to European industry and academia, and enable feedback from them. A workshops will be arranged to disseminate information on relevant tools being used and developed by academia and industry. This workshop, open to all interested parties, will include speakers from Europe and the USA. http://www.ecs.soton.ac.uk
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 'Sputtering-deposition of metallic nanoparticles onto chiral ionic liquids and applications in enantioselective hydrogenation' to be submitted under Horizon 2020.

assistant: **Abstract**

The production of fine chemicals, such as chiral molecules, is one of the main applications of the chemical industry. However, any new process developed should be environmentally sound. Metallic nanoparticles (MNPs) have attracted a large interest as catalytic materials due to their small size and high surface to bulk metal ratio, which leads to a greater catalytic activity. These catalysts are easily recyclable, although stabilizing agents are required to prevent agglomeration. In this context, ionic liquids (ILs), salts with melting point <100 ºC, can act both as stabilizers and as solvents. Moreover, MNPs may be immobilized in this medium, allowing the separation of the products and the subsequent recycling of the system. However, ILs are not “innocent” media and can impose a high degree of directionality over the substrates. The employment of chiral ILs adds a new advantage: its potential use in asymmetric catalysis to induce the formation of chiral products. In this project we will merge the asymmetric properties of newly synthesized ILs with the catalytic activity of MNPs. Instead of classical chemical methods, MNPs in ILs will be obtained by sputtering-deposition (SD), an innovative physical technique which enables the fast synthesis of clean MNPs, avoiding the use of organic solvents and reducing agents. In contrast to other physical techniques, the SD of MNPs onto ILs allows the control of the size and shape of MNPs by the appropriate tuning of the sputtering conditions. These three concepts (MNP, chiral IL and SD) converge into the main aim of this project: The development of a novel chiral catalytic system based on MNPs prepared by SD onto chiral ILs for asymmetric hydrogenation reactions. SDchirnanocat will contribute to broaden the fellow competencies and 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: Write the 'Expected Impact' section for the project 'Transport needs for an ageing society' (TRACY), addressing dissemination and exploitation.

assistant: **Impact**

Addressing the needs of older people in the development of future transportation concepts in Europe is an important issue. However, there are no systematic studies available, which provide a complete picture of what has already been done to adress the mobility-related needs of the elderly. Such a systematic study could be used to create an Action Plan for future steps in addressing the needs of an ageing society in mobility and transportation. With TRACY, we seek to provide a systematic and comprehensive study of current activity, and use the results of this study to analyse the present situation, identify research gaps and contribute towards a strategy to tackle the challenge of transport in an ageing society.Indeed, in the context of the need “to contribute to a better understanding of the requirements to properly address elderly mobility” (work programme 2011 cooperation theme 7 transport (including aeronautics) p. 101), our overarching aim is to develop an Action Plan outlining means of proceeding to achieve excellence in transport for an ageing society, on the basis of a detailed analysis of a comprehensive dataset. This Action Plan will include guidelines, requirements and specifications to promote safe and adequate usage of all passenger land transport modes for older people. Recommendations will be made in the form of specific research topics for European and national RTD programmes.In our concept we pay special attention to the gendered nature of the issue at hand, as well as to human factors such as geographical and cultural or welfare differences, and possible conflicts between social and other aspects of sustainability (e.g. environmental).This objectives will be achieved by document review and synthesis completed by Interviews with European national transpo
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 'Field data analytics cloud platform using drone-photogrammetry and computer vision algorithms for construction infrastructure planning, execution and delivery' (Datumate) under Horizon 2020.

assistant: **Objectives**

Large construction projects are difficult to manage with many different stakeholders involved and multiple sub-tasks and activities to be completed. As such, the management of these projects are unable to accurately keep track of the progress of each section and the budget and time can run significantly over. Many projects have a deadline and these delays can result in projects not being completed or failing before completion. Budgets can run out and cause suppliers to withhold materials or services until being paid, extenuating the problems experienced with the over complex supply chains. This has caused many infrastructure projects to be heavily delayed before construction is completed, leaving a wasted business opportunity. To prevent this fundamental problem, better management through improved data analytics for construction companies is required.DatuBIM is an infrastructure software-as-a-service field data analytics cloud platform for construction infrastructure projects, which utilises a drone equipped with imaging and photogrammetry software for a solution that completely aligns a project’s time and budget, through advanced photogrammetry and computer vision algorithms. The solution utilises and expands on our drone-photogrammetry solution already developed for manual construction site surveying and inspections. The analytical platform includes it as part of the process and develop it into an end-to-end solution for improved infrastructure field info.We have received $11M from investments and funding, with a total revenue of $700K in 2017, and annual balance sheet total of less than $2M. We reside in Israel and are part of a Deutsche Bahn accelerator. Currently we have 17 employees, with specialities in all areas necessary to reach commercialisation.The proposed
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 Sixth Framework proposal on 'World Econometric Modelling of Arable Crops'.

assistant: **Innovation**

The purpose of this project is to develop a partial equilibrium model to provide better simulations of the global effect of agriculture policy, trade reform and macroeomic factors on arable crops and oilseeds markets. The proposal will develop medium term projections for the world cereals and oilseeds sector and measure the effects of alternative agricultural domestic and trade policies on arable crops and oilseeds markets. For each country modelled, the model will generate the main domestic market variables: supply, demand, domestic prices and trade estimates. Furthermore, as the impact of agricultural policies depends crucially on the level of world prices, the model will analyse the price formation mechanism in world cereals and oilseeds markets.The proposed model enhancement will allow a more comprehensive representation of policy and its effect on the sectors modelled. This proposal will tribute to a greater understanding of the way policy really operates by facilitating complementatry studies which will recognise that markets work imperfectly and which will account explicitly for the effect which farmers' risk attitudes can have on the impact of policy.The model will be used to simulate the effetcs of policy scenarios which will be designed by the project partnership in junction with the EU commission. These scenarios will include changes in agriculture and trade policies and external ditions such as exchange rates or macroeomic shocks. Results will show the effects on countries which are important for the arable crops and oilseeds markets. Benefits will accrue to the EU commission, policy makers, farmers, agri-food businesses and the academic community through improvement in our understanding of the effect of policies and through greater availability of informati
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 Europe proposal on 'SPECIFIC GRANT AGREEMENT N°2 TO SCALE THE CITIES MISSION PLATFORM'.

assistant: **Innovation**

The European Commission’s Mission for “100 Climate-neutral and Smart Cities by 2030” (“the Cities Mission”) seeks to accelerate Europe’s climate action commitments as part of the European Green Deal, whose ambition is to make Europe the first climate-neutral continent by 2050. The Cities Mission’s central tenet is to elevate and deepen the commitment to pursue systemic change through research and innovation, setting an ambition for cities of unprecedented scope and scale. In order to achieve such effects, a demand-driven Mission Platform has been established to provide tailored assistance and services to participating cities and those learning from them. As a part of the Horizon 2020 Work Programme, Building a low-carbon, climate resilient future: Green Deal call, the “LC-GD- 1-2-2020: Towards Climate-Neutral and Socially Innovative Cities” topic selected the four-year project NetZeroCities to establish the Mission Platform, which began work at the same time as the formal establishment of the Cities Mission, in October 2021. The scope of work presented herein will comprise the second Specific Grant Agreement (SGA2-NZC) development under the Framework Partnership Agreement FPA-NZC for the Mission Platform to scale and continue operations through 2027. Activities primarily focus on two objectives: the first to reinforce the support received by cities selected to participate in the Mission on financing their roadmap of activities towards climate neutrality, and the second to develop basic Mission Platform services for cities who are willing to commit to climate neutrality on a longer timescale than the Cities Mission.