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 clear, measurable objectives and define the scope for the project 'Improving energy efficiency in industrial water processes through benchmarking and benchlearning tools in Europe manufacturing industry.' (EnergyWater) under Horizon 2020.

assistant: **Objectives**

Objectives1. Improve the competitiveness of the EU industrial sector by reducing 20% energy costs in industrial water processes. (WP4)A total reduction of 26 GWh/year will be achieved at the end of the project implementing energy efficiency measures in the European manufacturing companies.2. Identify saving potentials and benchmark energy performance through an Energy Management Self-Assessment (EMSA) collaborative web-tool. (WP1 & WP2)Manufacturing industries can anonymously introduce their data into the EMSA web-tool to know their ranking regarding other industries with the same processes.3. Strengthen the energy saving market through the creation of an “Energy Angels” network: facilitating contacts with skilled energy managers and auditors and providing access to support for the implementation and financing of water energy efficiency projects. (WP3)The energywater proposal will prepare the ground for investment facilitating information about potential savings and establishing a network of qualified providers (with technical and financial skill).Furthermore the Energy Angels network will implement a training module to improve the availability of skilled energy managers and auditors in which at least 200 people will be trained.4. Improve energy performance in industrial water processes through benchmarking activities and a best practice guide based on real experience case studies. (WP4)Saving strategies identified in the EMSA web-tool will be implemented in manufacturing industries. The best energy saving strategies to manage industrial water processes will be compiled in a guidance document.5. Influence energy efficiency regulation through public authorities’ involvement. (WP4)In order to optimise energy efficiency in manufacturing industries both private and public s
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 'Edge AI-deployed DIGItal Twins for PREDICTing disease progression and need for early intervention in infectious and cardiovascular diseases beyond COVID-19', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The interplay between viral infection, host response, development of (hyper)inflammation and cardiovascular injury in COVID-19 is currently poorly understood which makes it difficult to predict which patients remain with mild symptoms only and which patients rapidly develop multi organ failure. The solution offered by DIGIPREDICT is an Edge Artificial Intelligence (AI) based, high-tech personalized computational and physical Digital Twin vehicle representing patient-specific (patho)physiology, with embedded disease progression prediction capability, focusing on COVID-19 and beyond. DIGIPREDICT proposes the first of its kind Digital Twin, designed, developed and calibrated on i) patient measurements of various Digital Biomarkers and their interaction, ii) Organ-On-Chips (OoCs) as physical counterpart using patient blood for personalized screening and iii) integration of those physiological readouts using AI at Edge technologies. The final goal is to identify and validate patient-specific dynamic digital fingerprints of complex disease state and prediction of the progression as a basis for assistive tools for medical doctors and patients. Using and improving state-of-the-art OoCs and Digital Biomarkers (for physiology and biomarkers in interstitial fluid) we will measure detailed response to viral infection. By closely monitoring the response with wearable multi-modal Edge AI patches, we aim to predict in near real-time the progression of the disease, support early clinical decision and to propose patient-specific therapy using existing drugs. We will combine scientific and technical excellence in a highly multi- and inter-disciplinary project, bringing together medical, biological, electronical, computer, signal processing and social science communities around Europe to
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 Seventh Framework proposal for the project 'Probing Chiral Perturbation Theory from realistic two-flavour Lattice QCD simulations'.

assistant: **Objectives**

Research objectives and content: we propose to apply recently developed non-perturbative techniques for the simulation of two-flavour QCD with sea quark masses at physical values in order to investigate the convergence properties of Chiral Perturbation Theory (ChiPT) in pi-pi scattering and other light-quark physics quantities. Our approach is based on the Wilson formulation of the fermionic QCD action and an original modification of the Domain Decomposition Hybrid Monte Carlo (DD-HMC) algorithm. Target observables are: pi-pi scattering lenghts, pion mass, pion decay constant, other channels of the light-hadron spectrum. As a result, we expect to find conclusive quantitative information concerning the convergence radius of the chiral expansion and to consequently improve the understanding of the sponaneous breaking of chiral symmetry. Methodology: the main obstacle to simulate light-quarks at physical masses is represented by instability and non-ergodicity phenomena in the HMC, related to the structure of the low-end of the Wilson-Dirac spectrum. We propose to adopt a modification of the algorithm where the low-modes are separated from the bulk of the modes and included in a reweighting factor. Training: the candidate would like to acquire and deepen technical skills and knowledge in the areas of : a) Chiral Perturbation Theory; b) phenomenology of the light hadron interactions; c) Monte Carlo simulations of lattice QCD; d) Parallel computing.
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 'RECONNECT SCIENCE WITH THE BLUE SOCIETY' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Blue-connect gathers partners from 5 main coastal cities of the Mediterranean part of Croatia, whose research is greatly characterized by natural, biomedical, environmental, social, and economic aspects of the sea. Mediterranean is severely affected by climate change and environmental degradation, and at the same time dependant on marine resources and tourism, and in need for enhancement of human relationships with the sea and science. Climate and environmental risks are recognized threats on EU level and globally, and as such are addressed through several initiatives, among which are Green Deal and SDGs. The main objective of Blue-connect is to reconnect science with society by bringing research and researchers closer to the public, boosting public recognition of science and research education, and building trust and understanding of science and its impact on the blue society in the region. Composed of 5 WPs that reflect the overall objectives, project will implement activities that promote research and science in an understandable and comprehensible way and encourage engagement of the general public and youth with science to jointly act on relevant problems facing the Mediterranean. Awareness campaign will increase comprehension and understanding of science, and attract youth and the general public to the main project events. Researchers at Schools will implement interactive experiments and workshops to boost pupil’s curiosity and interest in research and science careers. Activities during the NIGHT will allow the public and youth to participate in experiments that will help them understand research and science. To ensure the activities are achieving desired impact, methodology and tools for evaluating the impact of project activities and the perception of the general
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 'FAST (Film Archive Superior Transfer) – A new paradigm for digital preservation of audio visual heritage through fast and cost-efficient film digitization' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Currently, over 40 years of television records are deteriorating and will be lost. Existing solutions for film digitization arecomplex and extremely expensive, especially for processing very large collections, such as television materials kept by themajor broadcasters. Nevertheless, there is a high commercial as well as public/societal interest in preserving those mediacontents. Hence, several broadcasters have launched large scale digitization projects – representing multi-million Euroefforts over several years – to save their media collections. Nevertheless, it is estimated that there are 50 to 100 millionhours of content on film worldwide, not including feature films, and only a few percent of these contents will be digitized withthe existing solutions.FASTFORWARD wants to seize this market opportunity by offering an integrated solution consisting of proprietary hardware,cloud-based software and support in one, easy-to-scale service. Our solution will disrupt the current digitization workflowscreating a new paradigm that will bring unprecedented speed (10x faster) and low cost (tenfold cost reduction) compared totraditional film digitization processes.Our solution consists of proprietary hardware components that can be readily adapted to commonly used equipment for filmvisualization – namely a high-speed camera adapter, a light source adapter, and a sound recording adapter. In addition,FASTFORWARD has been developing a cutting-edge platform infrastructure for content storage and management, with theaim of creating added-value to our clients in the post-digitization phase.The worldwide market for digitization of content on film is estimated at over €1 billion. This represents a huge businessopportunity for FASTFORWARD, which expects to grow from its current start-up p
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 'DEVELOPING EXPERTISE IN COMPARATIVE EUROPEAN RESEARCH' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

This programme aims to build a cohort of elite young researchers with specific expertise in carrying out European comparative research in the areas of migration and ethnic diversity.These Summer Schools address the need of the European Union for coherent and sensitive comparative research data that can shape policy development and evaluation. They start from a recognition that different national traditions within social science theory and method frequently inhibit effective research collaboration. Additionally, the quite distinct ways in which European states have developed a philosophy and practice around managing ethnic diversity has made comparative research in the area difficult.Through two intensive European Summer Schools it will provide expert training in comparative research.These Summer Schools will be small, intensive and practically focused on policy relevant research skills.The Summer Schools will employ formal lectures/discussions with established experts in the field. IMPORTANTLY these same experts will be available to facilitate intensive workshop groups of young researchers. And, they will be available for extensive informal discussion.The commitment of the Expert Staff Group to commit days, rather than hours, to each Summer School, is a key distinctive feature of this programme.Whilst each Summer School is an independent event they have a shared philosophy and pedagogy. However, they both are built around an established network of centres of excellence. And uniquely, the Summer Schools both enable a cohort of young researchers to be inducted into this academic community. Specifically, since they are organised by an established European Doctoral programme in Migration, Diversity and Identity these Summer Schools will induct elite young researchers into a
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the specific objectives and expected outcomes for 'New non perturbative methods for out-of-equilibrium quantum field theory' in the context of a Horizon 2020 call.

assistant: **Objectives**

A full understanding of the out-of-equilibrium dynamics of many-body quantum systems is one of the ultimate goals of statistical physics. It is often extremely difficult to compute how physical quantities evolve with time in these settings, and to know when and how these systems eventually can reach some form of equilibrium. This difficulty is specially marked in systems described by quantum field theory, where non equilibrium dynamics are still less well understood than in discrete lattice models and quantum spin chains. Recent years have seen many developments of powerful non perturbative methods for understanding equilibrium quantum field theory, from different areas of physics. There seems, however, to be a disconnection between the plethora of new techniques developed in areas like high energy physics, nuclear physics, and cosmology, and the few applications these have seen in some of the younger active disciplines in non equilibrium quantum field theory, such as understanding the time evolution of observables and equilibration dynamics in low dimensional and strongly correlated systems. The main aim of this proposal is to implement an interdisciplinary approach to understand out-of-equilibrium physics, and quantum field theory in particular, borrowing and developing techniques from areas of high energy physics, such as non Abelian gauge theories, supersymmetric field theories and resurgent transseries, and from condensed matter physics, such as Bethe ansatz solutions and new quasilocal conserved quantities for integrable lattice models. This will provide several new analytical methods to approach non equilibrium field theory that go beyond perturbation theory and methods based on integrability. The success of this action will be ensured by the interdisciplinary 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: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Fluorescent-based innovative measure in thin liquid films: A way to understand stability and energy dissipation in foams and emulsions'.

assistant: **Innovation**

Nobody knows why a soap bubble collapses. When the liquid film forming the bubble, stabilised by surfactants, becomes too thin, it collapses. This seemingly simple problem, ruled by the classical laws of fluid mechanics and of statistical physics, is still a challenge for the physicist. The rupture criteria based on a stability analysis in the vicinity of the film equilibrium state fail to reproduce the observations. However the film ruptures in a foam obey some simple phenomenological laws, which suggest that underlying fundamental laws exist and wait to be determined. The state-of-the-art conjecture is that ruptures are related to hydrodynamical processes in the films, a field in which I have now an international leadership. Recent experimental data I obtained open the possibility to address this question using a fully non-linear approach in the far from equilibrium regime. In this aim, DISFILM will develop an innovative technique to measure the interface velocity and surfactant concentration, based on the use of fluorescent surfactants. The risk relies in the adaptation to dynamical conditions of advanced optical techniques. These quantities have never been measured on flowing interfaces yet, and my technique will be an important breakthrough in the field of free interface flows in presence of surfactants. A set-up will be designed to reproduce on few thin films the deformations occurring in a foam sample. The dynamical path leading to the rupture of the film will be identified and modelled. The results obtained on an isolated film will be implemented to predict the 3D foam stability and the approach will be extended to emulsions. Foams and emulsions are widely used in industry and most of the stability issues have been solved. Nevertheless, most of the industrial fo
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 'Automation of Flow Cytometric Analysis for Quality-Assured Follow-up Assessment to Guide Curative Therapy for Acute Lymphoblastic Leukaemia in Children' (AutoFlow).

assistant: **Concept**

Acute Lymphoblastic Leukaemia is the most frequent leukaemia entity in children and adolescents. Despite continued progress and refinement of therapeutic approaches, disease relapse due to insufficient extinction of leukaemic blasts still remains the number one cause of treatment failure. About 15-20% of paediatric patients with the disease still suffer from relapse. Flow cytometry (FCM) is one of the methodologies most useful in this respect, because it is widely available and applicable to most patients. While sample preparation, antibody panels, staining procedures, and FCM acquisition can be harmonized straightforwardly, data analysis and interpretation rely largely on operator skills and experience. These assessments are time-consuming and costly to be attained via staff-training, online support between twinning laboratories, and continued quality control. Hence, these requirements represent the current bottleneck of safely applying the FCM-Minimal Residual Desease (MRD) methodology in a growing community of diagnostic laboratories to the benefit of an increasing number of patients with leukaemia.To address this bottleneck, AutoFLOW aims at developing an objective and automated tool for multi-parameter FCM data analysis with robust and reliable MRD quantification. The consortium aims at engaging professionals from the medical and ICT fields in a network where the exchange of knowledge will culminate in a valid solution for automated FCM analysis for clinical follow-up assessment of Acute Lymphoblastic Leukaemia (ALL). Additionally, AutoFLOW is expected to gain better career perspectives for the involved personnel and increase the competitiveness of the participating SMEs.
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 'YIELD-stress fluids beyond Bingham - closing the GAP in modelling real-world yield-stress materials' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Industries based on yield-stress fluids are rapidly expanding in Europe, including key traditional sectors (food, building,paper) and key emerging technologies (advanced materials, advanced manufacturing). The European Parliament has calledfor investment on these sectors, but so far complex fluid processes in these industries are far from understood, as theresearchhas generally been small scale and/or technologically flawed. In particular: the poor understanding of yield-stressfluid rheology and linking of the measured parameters to the yield properties and insufficient models, means thatapplications are designed without the understanding of even the basic flow properties (no-flow zones, pressure needed toinitiate flow), which introduces uncertainties and errors; there is a serious shortage of research trained professionals whocombine expertise on complex fluid research, technology and industrial needs. In conjunction with ESR the largest networkin Europe in rheology, this ITN will: develop a European multi-disciplinary, intersectoral educational research framework forEurope, to comprehensively train 12 early stage researchers (ESRs) to PhD level; provide the research evidence to showhow modern measurement and modelling methods may improve the cost- and resource-efficiency of industrial processes;provide the European workforce with a much needed new generation of excellent research trained professionals. Thescientific objectives of YIELDGAP covered by the 4 research workpackages are to: establish advanced and highly improvednumerical modelling tools of complex fluids including additives; validate models by lab and field measurements; integratemeasured fluid properties with model parameters; build and disseminate best practices for industry and academia. Usingadvanced me