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: Describe how 'Modelling the effects of climate change on the population dynamics of an Antarctic seabirds community' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Climate records have shown that the Earth is experiencing dramatic changes. Southern Ocean plays a critical role in global climate, but the consequences of its variability on the biological processes are poorly understood, especially in waters close to Antarctica. Seabirds are long-lived top predators that appear to integrate environmental variability over large spatial and temporal scales. Environmental changes have profound and contrasted effects on Antarctic seabirds populations. We thus strongly need models that relate climatic variables to population demographic parameters to compare and predict the different demographic responses to climate change.However, missing are quantitative studies that explicitly link climate change and population fluctuations in a mechanistic population model. Moreover, a central question in ecology has been how to quantify the relative importance of stochastic and density- dependent factors for fluctuations in population size. The goal of this project is to compare the different demographic strategy, the relative impact of climate variability and density dependent effects, and finally predict the impact of climate change on population dynamics in a sea birds community.The project constitutes a multi-disciplinary effort since it will combine expertise of field biologists and mathematical ecologists. It will use an extensive database of seabirds monitoring in Antarctica that provide all demographic parameters for several species. The modelling aspect will include demographic parameters estimation through capture-recapture multi-state models accounting for unobservable states and the modelling of population dynamics through matrix models. Then the impact of environmental variations and climate change on population dynamics will be examined
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 'Consistent specification testing of nonlinear econometric models' (1994-1998).

assistant: **Concept**

Research objectives and content The project concerns some relevant econometric contributions on specification testing to be published in international scientific journals. Our aim is to use smoothing techniques to build consistent testing procedures of the conditional moment restrictions that define various nonlinear econometric models. This includes testing for the parametric form of nonlinear models, testing for exclusion of some exogenous variables and simultaneous testing of multiple moment restrictions. The application will focus on specification testing of Euler's equations. We intend to consider panel data models of households' consumption and to use both spanish and french surveys. Training content (objective, benefit and expected impact) The candidate will be hosted by a group which gathers econometricians and statisticians. This allows not only collaboration with some of these researchers, but also the learning of other aspects of statistical practice through an internal workshop. Contacts with other european researchers will be ease by the close links that some have with the hosting group. An opportunity is also provided to supervise some work of a graduate or Ph.D. student.
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 'Intercomparison to compare 3 radiometric methods A, B and C for measuring radiant efficiency on gas-fired overhead radiant heaters' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

The technical objectives are: 1. To elaborate and quantify adequate comparability parameters and correction procedures which interfere in the three radiometric methods A, B and C for determining the radiant efficiency of radiant heaters. 2. Specific research shall be undertaken on following error sources: -calibration of the sensors -sampling measurement points -calculation procedure -test conditions including conditions of the test room -repeatability of results 3. To validate the requirement regarding the performance and the periodical control of the measurement equipment. 4. Regarding the sources of uncertainty the study will consist in: -evaluate quantitativly the error of each source of uncertainty. This shall done by assessing existing knowledge (literature, bibliography...); in case the evaluable error information is insufficient than the error shall be experimentally quantified. -Proposal: either a method for correcting test results in order to eliminate the influence of the perturbing parameters, or/and provide for appropriate test procedure. In the latter case, the proposed solution shall be compatibel with type testing of appliances and shall not involve exaggerate expenses for the necessary equipment. Four partnerswork together in a consortium, each partner is a national laboratory, which is an expert in investigations onthe performance of gas appliances. The results will contribute to amend EN standards regarding gas-fired radiant heaters.
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 'QSM in plaque vulnerability diagnosis – a software tool for early clinical assessment' (VASCOLL) targeting Horizon Europe.

assistant: **Abstract**

Stroke is the leading cause of disability and the third leading cause of death in the Western World. Over 50% of strokes occur inasymptomatic patients and therefore better indicators of the disease are required. These acute asymptomatic cerebrovascularevents are due to vulnerable plaque rupture leading to thromboembolic events, stroke, and/or sudden death. From our work to-dateas part of ERC Starting grant FibreRemodel, we have found that that most significant contributor to rupture strength of a plaque isthe underlying collagen fibres within this tissue, particularly within the fibrous plaque cap. The underlying structure of the carotidplaque may therefore be used to determine the risk of vulnerable plaque rupture. However, a non-invasive diagnostic technique,which uses knowledge of in vivo arterial collagen content, has yet to be developed. VASCOLL will generate the first software toolthat can inform on plaque vulnerability in a non-invasive way, enabling early diagnosis of the predisposition of a carotid plaque torupture and facilitating the selection of the optimum treatment minimising the need for surgery and healthcare-associated costs.This approach will offer a number of significant benefits over current approaches to vulnerable plaque identification. Firstly, thistechnique will be the first ex vivo and in vivo application of the QSM technique to human arteries and carotid plaques to exploit thesensitivity of magnetic susceptibility to collagen content in arteries. Secondly, this technique is relatively easy and efficient totranslate in vivo. Given that this method determines the underlying plaque and vessel structure, not merely level of stenosis,VASCOLL will transform how vulnerable carotid plaques are identified and treated.
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 'P.E.L.E (Protein Energy Landscape Exploration): a la carte drug design tools', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The goal of this project is to provide, to the large community of scientist working in molecular target therapies, a fast and accurate tool capable of obtaining an atomic detailed mechanism of the protein-ligand induced fit, of its recognition process and of the ligand migration. Understanding these aspects is essential to obtain better drugs with the ability, for example, of bypassing drug resistance induced by protein mutations. This resistance mechanism is currently a fundamental process that will be increasing substantially with further development of specific molecular targets. The main ideas are based on state of the art methodologies recently developed in our laboratory capable of describing these processes. PELE, our novel technology based on protein structure prediction algorithms and a Monte Carlo sampling, is capable of describing the all atom dynamical interaction between a protein and a ligand. The proposed objectives includes: 1) Continue the methodological development of PELE, 2) developing automatic protocols for the study of the drug-protein dynamical interaction, and 3) building a web server allowing public use of these development The resulting technology will allow scientist to understand the atomic mechanism for drug delivery, drug resistance, etc., in only few days, approximately in 100 hours of CPU, allowing for a la carte design of improved inhibitors in a timely fast manner (essential when probing hundreds of compounds!). The development of the modelling tools, disseminated and freely accessible by means of a web server, will be conducted at the Barcelona Supercomputing Center, the Spanish national supercomputing center with one of the best computational infrastructures in Europe.
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 Horizon 2020 proposal on 'RMIT European Doctoral Innovators (REDI) Programme'.

assistant: **Concept**

The RMIT European Doctoral Innovators (REDI) Program seeks to significantly boost research links between Europe and Australia by creating an international, multidisciplinary network of academic and non-academic partners to offer unique intercontinental and intersectoral doctoral training opportunities for ESRs.RMIT’s hub in Barcelona will lead a network of 24 Hosting Partners across 11 countries and more than 40 supporting industry Partners to offer 41 doctoral positions in a wide variety of research fields spanning business, arts and sciences. All positions are based in Europe and provide for 12-month secondments to RMIT University in Melbourne and shorter stays or engagements with Industry Partners. Partners were selected for their exceptional training and supervisory methods, materials, and facilities, so the REDI program may offer the best conditions and opportunities to its enrolled ESRs.The entire cohort of REDI ESRs and their Supervisors will also gather annually at a 5-day event in Barcelona to establish a community of multidisciplinary and multicultural researchers through their engagement in transversal skills and training workshops, cultural and social events, and the exploration of inter-sectoral and interdisciplinary collaborations for responsible research and innovation. They will also share best practices in innovative doctoral training, particularly international and remote co-supervision.The ESRs will graduate (most with two degrees) with a wealth of intersectoral skills, experiences and relationships that will catapult them into whichever research career they choose to pursue. The agreements signed within the network are expected to generate further co-supervised positions, with a target of 160 in total, meaning REDI will have a significant impact on l
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 'Playing urban mobility games with intelligent machines. Framework to discover and mitigate human-machine conflicts.' (COeXISTENCE).

assistant: **Concept**

AI-driven technologies are ready to enter urban mobility. They promise relief to the notoriously congested transport systems in pursuing sustainability goals. Since AI already outperforms humans in the most complex games (chess and Go) it is likely to win the urban mobility games as well, outperforming us e.g. in: route choices (to arrive faster), mode choices (to reduce costs), pricing strategies and fleet management (to increase market shares and profits). Tempting us and policymakers to gradually hand over our decisions to intelligent machines. The consequences of this ongoing revolution are challenging to predict and largely unknown. While the abundance of previous studies proves the positive potential of AI in urban mobility (from autonomous vehicles via optimal routing up to fleet management), the negative impact is overlooked. Conversely, our scenario of interest is the machine-dominated urban mobility system, where (collective) decisions of machine intelligence improve system-wide performance, yet at the cost of humans, now facing e.g. longer travel times, greater monetary costs or being nudged to change natural travel habits into the optimal ones - desired by the machine-centred system.Such scenarios, however, need to be discovered. To this end, COeXISTENCE embarks on the interdisciplinary expedition inside the virtual environment of urban mobility, where machines and humans play the game for limited resources. In the four pre-identified games I will explore the conflict scenarios, demonstrate them on reproducible case-studies, quantify with proposed measures and finally mitigate with a proposed multi-objective reinforcement learning framework, where machines learn to mitigate conflicts while simultaneously reaching their inherently selfish objectives. Reaching
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 'Functionalized Graphene Based Electrode Material for Lithium Sulfur Batteries', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

FunGraB project addresses the pressing need for ecofriendly, sustainable, and rechargeable batteries with high capacity, energy density, and long lifespan, which will significantly expand the energy storage market.With the rapid development and broad application of mobile devices, electric and unmanned vehicles, as well as with the rise of smart grids and networks for the internet of things, the demand for batteries with higher performance, lower cost, and lower environmental burden is rapidly growing. In order to address the aforementioned challenges, various strategies emerged over the past few years for the development of advanced composite cathodes designed for high sulfur utilization and stability. In particular, the pinning of sulfur is pursued by engineering materials as high-affinity hosts for sulfur to hinder the shuttling of lithium polysulfides.FunGraB project aims to deliver the upscaling of an industrially-relevant one-step novel manufacturing process for a lithium-sulfur batteries electrode material, enabling a significant boost in the cycling stability, without sacrificing its performance (i.e., capacity). This will be achieved through the implementation of cost-effective materials and processes along with taking our Technology Readiness Level from 2 to 4, thus shaping a significant business opportunity (enabling us to continue development within an EIC Transition project).
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 'The Human Face of AI: a novel platform to build social conversational robots for education, healthcare, retail  other verticals' (2014-2020) under Horizon 2020.

assistant: **Objectives**

Furhat is a social robot that interacts with people just like people do. Furhat is an award-winning novel type of computer-to-human interface that is based on years of R&D on social artificial intelligence. Furhat's body uses a translucent mask and a back-projected state-of-the-art animation system. The animation comes from a small projector located in the neck via a set of mirrors, and by mapping a computer animation that exactly fits the mask, it creates the illusion of a moving and living being. Furhat has a built-in framework for multi-party dialogue management that enables complex interactions—speech, gaze movements, head pose, facial expressions, and gestures in response to events. Furhat can interact with several users at the same time and detect their gestures & expressions.Furhat Robotics is a spin-off company from KTH Royal Institute of Technology based on 15 years of research in human-computer interaction, spoken dialog systems, and 3D animation. Furhat is developed by a team  headed by a former Disney Imagineer, and includes renowned scientists, and entrepreneurs, that left companies such Disney, Spotify & Klarna, and universities such as Yale, CMU & KTH to work on it.Furhat has a strong early market traction—50+ customers globally are using it in education & training, therapy & social care, customer service & entertainment. The annual market for social robots is forecasted to reach €2bn by 2025 with applications in multiple verticals (healthcare, education, public service, research, consumer & personal robots). To maximize our opportunity, we will focus on development of the generic Furhat platform, leaving implementation & commercialization of specific solutions to 3rd party developers & researchers. In this Phase 1 project we will carry out a market asses
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 'Scalable quantum computing with continuous variable cluster states' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Measurement-based quantum computation is a highly promising approach to quantum computing as it simply performs quantum processing directly through the measurements of a multi-partite entangled cluster state and thereby circumvents the complex unitary dynamics of conventional gate-based quantum computers. However, despite significant progress over the last decade in devising new strategies for measurement-based quantum computing, significant conceptual and technical challenges still remain for realizing up-scaled versions that reach the quantum advantage regime where it outperforms classical computation. In ClusterQ we aim to overcome these challenges using continuous variable three-dimensional entangled cluster states. Based on our recent work on generating and exploiting extremely large two-dimensional clusters states we aim to make conceptual breakthroughs along three different directions. First, we deterministically generate highly scalable three-dimensional cluster states of different topological structures, and explore their many-body behaviour and usefulness for quantum computing. Next, we use the three-dimensional cluster states combined with hybrid detection technologies to demonstrate new quantum boson sampling algorithms  a near-term quantum computing algorithm allowing for a demonstration of quantum computational supremacy  and finally, we explore, theoretically and experimentally, a novel strategy for fault-tolerant measurement-based quantum computation using surface-codes in 3D cluster states. ClusterQ aims to position the continuous variable measurement-based approach to quantum information processing in the field of front-running candidates for NISQ (noisy, intermediate-scale quantum) computing and, in the longer term, fault-tolerant quantum computing.