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 'A Human City Platform for town and city councils to foster citizen engagement' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The Social Coin (TSC) is a social start-up whose mission is to foster good deeds and acts of kindness through a pay it forward economy. How do we do it? We sell our Social Coins to companies and education establishments as part of their Corporate Social Responsibility and employee engagement initiatives – both billion euro markets.Employees and students are given Social Coins and start a Kindness Chain. The means they propose a good deed, carry it out and pass it on. Their deed is tracked on our digital platform and all those in the Chain can engage, share and comment on its impact. We are hearing from Silicon Valley entrepreneurs who are highly interested in TSC and our success. In just a year we have Cisco, Airbnb and Telefónica and more using The Social Coin for their CSR and employee engagement policies. We offer them data reporting (metrics) using our customizable platform, adaptable to their needs. Armed with this data clients can report their CSR (EU requirement from 2017) and employee engagement data to shareholders, investors, employees, the media and the public. Now we want offer this to citizens! We want to offer a Human City Platform to town and city councils to foster citizen engagement, build community spirit and better social cohesion. City councils have lots of information about their city but they do not have anything to measure how citizens feel or how the interact with each other. With this project we want to scale up our platform, create an algorithm to create a unique measurement, the SPAK (Scoring of Positive Acts of Kindness) and develop a low-cost Coin. We want to pilot the new Platform with Barcelona City Council, University of Berkeley-California and Schneider Electronics who have all confirmed their involvement. By 2022, we will triple our sta
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 concept and methodology overview for 'Robust SPEAKER DIariazation systems using Bayesian inferenCE and deep learning methods' under Horizon 2020.

assistant: **Concept**

The proposed project deals with Speaker Diarization (SD) which is commonly defined as the task of answering the question “who spoke when?” in a speech recording. The first objective of the proposal is to optimize the Bayesian approach to SD, which has shown to be promising for the tasks. For Variational Bayes (VB) inference, that is very sensitive to initialization, we will develop new fast ways of obtaining a good starting point. We will also explore alternative inference methods, such as collapsed VB or collapsed Gibbs Sampling, and investigate into alternative priors similar to those introduced for Bayesian speaker recognition models.The second part of the proposal is motivated by the huge performance gains that, in recent years, have been brought to other recognition tasks by Deep Neural Networks (DNNs). In the context of SD, DNNs have been used in the computation of i-vectors, but their potential was never explored for other stages of SD. We will study ways of integrating DNNs in the different stages of SD systems.The objectives of the proposal will be achieved by theoretical work, implementation, and careful testing on real speech data. The outcomes of the project are intended not only for scientific publications, but eagerly awaited by European speech data mining industry (for example Czech Phonexia or Spanish Agnitio).The project is proposed by an excellent female researcher, Dr. Mireia Diez, having finished her thesis in the GTTS group of University of the Basque Country, one of the most important European labs dealing with speaker recognition and diarization. The proposed host is the Speech@FIT group of Brno University of Technology, with a 20-year track of top speech data mining research. The proposed research training and combination of skills of Dr. Diez an
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 concept and methodology overview for 'Harnessing Plant Reproduction for Crop Improvement' under Horizon 2020.

assistant: **Concept**

Increased crop productivity through genetic improvement of plants has significantly impacted world agriculture and the world’s population. Crop plants have followed the general pattern of introduction, selection, and hybridization. Once introgressed, selection and breeding strategies have led to new cultivars with improved yield and adaptation. Unfortunately, many of these important traits are typically polygenic. The consequence is that only certain unique allele combinations comply to generate elite performing genotypes. The fixation of a given genotype occurs naturally in species that display an asexual type of seed production named apomixis (i.e. clonal seed production). Unfortunately, apomixis does not naturally occur in major crop species with few exceptions (Citrus, mango and mangosteen). In crop species, apomixis would enable the instantaneous fixation of the complete genome of the best plants. When coupled with male-sterility systems, apomictic reproduction (with no need for male contribution) could help in addressing issues related to transgene escape from GM crops to organic or conventional crops, and thereby allow for better coexistence systems. This trait by itself is highly valuable for agriculture, but despite many efforts it has never been possible to introduce it into the domesticated crop species of today. The financial and economic impacts of the development of apomixis technology and its application to major crops are amazing (€1800-2300 million per annum per crop). The overall goal of the proposal is to allow for a synergy of inter-related European and international expertise to better understand the mechanisms of sexual/apomictic plant reproduction and to facilitate the application of this increased knowledge in the development of new approaches 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: Write clear, measurable objectives and define the scope for the project 'Diet, obesity and genes' (DIOGENES) under Sixth Framework.

assistant: **Objectives**

The rapid growth in the prevalence of obesity and associated co-morbidities, in particular the rise in childhoodobesity across Europe are major global health concerns. Susceptibility to obesity is determined largely bygenetic factors but the current epidemic is significantly influenced by lifestyle factors. Given our geneticbackground it is largely infeasible to self-regulate food intake in the current environment. Innovative scientificapproaches to the problem are needed. DiOGenes aims to respond by including all disciplines and stakeholderswho can contribute to a better understanding of the disease and its alleviation by dietary means. DiOGenes'primary dietary focus is on macronutrients that will facilitate a healthy weight, specifically the role of thecarbohydrate Glycmie Index and of a high protein content in enhancing satiety. To examine critically the dietaryimpact, an 8-country, long-term randomised, parallel dietary intervention study on whole families will take place.To identify gene-nutrient interactions linked with changes in body weight and waist circumference, DiOGenes isuniquely positioned trough access to long-term prospective cohorts across Europe. Large-scale longitudinalanalysis of variation in candidate genes, plus approaches such as gene expression in fat tissue and plasmapeptidomics, will search for genetic biomarkers, ultimately enabling prediction of individuals' responses tonutrients in terms of weight change, in turn leading to diet-based treatment. The epidemiological and interventionstudies will be complemented by innovative analysis of the psychological/behavioural responses of subjects.Food technology studies will seek to develop food combining high consumer liking/preference with enhancedsatiety signals to limit intake. Demonstration and di
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 'Membrane Reactors for Cost Effective Environmental-Friendly Hydrogen Production' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

Objectives and content Inorganic membranes that are stable and have high hydrogen selectivity and flux, can be used in membrane reactors for large-scale production of hydrogen by steam reforming and shift conversion of hydrocarbons. The overall reaction may be written as CH4 + 2H20 = C02 + 4H2 By current technology, this thermodynamically restricted process is carried out in conventional reactors at 850-900°C to a conversion of 90%. With a membrane reactor removing H2 from the reaction zone through a hydrogen selective membrane, the same conversion can be obtained at much lower temperature. This process concept would be significantly cheaper, both with respect to the investments costs for production plants and to the energy consumption of the process. The objective of this project is to develop a microporous silica membrane with high flux and hydrogen selectivity, and with sufficient chemical and thermal stability, for production of hydrogen by steam reforming at temperatures from 500 - 650°C. The membrane will be prepared using advanced sol-gel technology and deposition techniques on an alumina support. The membrane properties will be verified by lab-scale membrane reactor testing in gas mixtures simulating the steam reforming conditions up to 30 bar pressure and 700°C. Selected and characterised steam reforming catalysts will be used in the reactor testing. The membrane stability will be followed for several hundred hours, and textural and chemical changes will be measured by advanced characterisation methods. The membrane and reactor performance will be analysed by kinetic modelling. A techno-economic evaluation of the membrane reactor concept for production of hydrogen by steam reforming to support ammonia and clean energy productions, will be carried out. In the as
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 'Rethinking Ultraviolet Scenarios for Hunting the AXION' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Four decades after its prediction, the axion remains the most compelling solution to the strong CP problem and a well motivated dark matter candidate, inspiring several ultrasensitive experiments based on axion-photon mixing. The experimental landscape for axion searches is evolving extremely fast: consolidated detection techniques are now facing next-generation experiments with ambitious sensitivity goals, while novel and ingenious detection concepts promise to open for exploration new ranges of parameter space previously considered unreachable. AXIONRUSH deals with an ambitious program to reshape the parameter space of the QCD axion by developing new model building directions and by revisiting from an ultraviolet perspective axion couplings to photons, nucleons, electrons, including also flavour and CP violating ones. The main goal of AXIONRUSH is to bridge theoretical aspects of axion physics with experiments and to provide a global comparison of general axion models with experimental sensitivities and astrophysical bounds. The development of these new theoretical tools will enlarge the physics scopes of the axion experimental program at DESY, Hamburg, by further addressing specific research goals related to the experiments ALPS-II, IAXO, MADMAX and Belle II. A complementary objective of AXIONRUSH is to investigate scenarios where the Peccei Quinn mechanism is embedded into grand unified theories. The latter provide a predictive framework for narrowing down the axion mass range, with a potential impact on the scanning strategy of the axion dark matter experiments CASPER-Electric and ABRACADABRA. A major intention of this latter objective is the construction of a minimal, unified scenario aiming at a self-contained description of particle physics, from the electroweak
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe the novelty, innovation potential and advance beyond the state of the art for 'Numerical modeling of cardiac electrophysiology at the cellular scale' (MICROCARD).

assistant: **Innovation**

Cardiovascular diseases are the most frequent cause of death worldwide and half of these deaths are due to cardiac arrhythmia, a disorder of the heart's electrical synchronization system. Numerical models of this complex system are highly sophisticated and widely used, but to match observations in aging and diseased hearts they need to move from a continuum approach to a representation of individual cells and their interconnections. This implies a different, harder numerical problem and a 10,000-fold increase in problem size. Exascale computers will be needed to run such models.We propose to develop an exascale application platform for cardiac electrophysiology simulations that is usable for cell-by-cell simulations. The platform will be co-designed by HPC experts, numerical scientists, biomedical engineers, and biomedical scientists, from academia and industry. We will develop, in concert, numerical schemes suitable for exascale parallelism, problem-tailored linear-system solvers and preconditioners, and a compiler to translate high-level model descriptions into optimized, energy-efficient system code for heterogeneous computing systems. The code will be parallelized with a recently developed runtime system that is resilient to hardware failures and will use an energy-aware task placement strategy.The platform will be applied in real-life use cases with high impact in the biomedical domain and will showcase HPC in this area where it is painfully underused. It will be made accessible for a wide range of users both as code and through a web interface.We will further employ our HPC and biomedical expertise to accelerate the development of parallel segmentation and (re)meshing software, necessary to create the extremely large and complex meshes needed from available large
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 Combined Effects of Climatic Warming and Habitat Fragmentation on Biodiversity, Community Dynamics and Ecosystem Functioning' (FRAGCLIM), addressing dissemination and exploitation.

assistant: **Impact**

Climatic warming and habitat fragmentation are the largest threats to biodiversity and ecosystems globally. To forecast and mitigate their effects is the environmental challenge of our age. Despite substantial progress on the ecological consequences of climatic warming and habitat fragmentation individually, there is a fundamental gap in our understanding and prediction of their combined effects.The goal of FRAGCLIM is to determine the individual and combined effects of climatic warming and habitat fragmentation on biodiversity, community dynamics, and ecosystem functioning in complex multitrophic communities. To achieve this, it uses an integrative approach that combines the development of new theory on metacommunities and temperature-dependent food web dynamics in close dialogue with a unique long-term aquatic mesocosm experiment. It is articulated around five objectives. In the first three, FRAGCLIM will determine the effects of (i) warming, (ii) fragmentation, and (iii) warming and fragmentation combined, on numerous facets of biodiversity, community structure, food web dynamics, spatial and temporal stability, and key ecosystem functions. Then, it will (iv) investigate the extent of evolutionary thermal adaptation to warming and isolation due to fragmentation, and its consequences for biodiversity dynamics. Finally, (v) it will provide creative solutions to mitigate the combined effects of warming and fragmentation.FRAGCLIM proposes an ambitious integrative and innovative research programme that will provide a much-needed new perspective on the ecological and evolutionary consequences of warming and fragmentation. It will greatly contribute to bridging the gaps between theoretical and empirical ecology, and between ecological and evolutionary responses to global ch
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 connectivity in shaping sensory processing and memory in network models of the cerebral cortex' (NETCONN), addressing dissemination and exploitation.

assistant: **Impact**

Experimental data indicate that the cerebral cortex is spatially structured. Connections between neurons are not entirely random but rather seem to follow certain rules, leading to well-defined patterns of connectivity. These patterns shape the manner of feedback that each neuron receives and to which it, in turn, contributes. The connectivity thus strongly influences the spatio-temporal dynamics that arise in the cortex and, in particular, the way in which it processes sensory input.The role of connectivity on sensory processing in the cortex has been studied in theoretical models. However, the general lack of detailed anatomical and electro-physiological data on patterns of connectivity has made a comparison between the models and the actual cerebra l cortex difficult. Only now is sufficient experimental data available to allow for a modelling effort with realistic connectivity. The present project proposes making use of the latest experimental data to build large networks of spiking neurons and study the emergent spatio-temporal dynamics.It will study, analytically and numerically, both the intrinsic cortical states that arise solely due to feedback, as well as the implications of the connectivity on sensory processing in the visual cortex and spatial working memory in the prefrontal cortex. Special focus will be given to the role of long-range excitatory connections, which form geometric patterns along the surface of the cortex.
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 'Identification of target genes of the drosophila jun transcription factor' (1994-1998) under Fourth Framework.

assistant: **Objectives**

The dm-Jun gene is the Drosophila homolog of the vertebrate c-jun gene. has been recently demonstrated that it participates in the decision between neuronal and non-neuronal cell fates in Drosophila eye development (Bohmann et al. 1994). Together with the transcription factors pet and yan, jun is required for normal photoreceptor determination in Drosophila, and all of them are regulated by the Ras/MAPK pathway. The aim of this project is to identify targets of the Jun transcription factor in the Ras signalling pathway. It has been shown that the expression of a constitutively active mutant Jun causes a dose-dependent development of extra photoreceptors (Treier et al., in preparation). Changes in this dominant phenotype obtained by mutagenesis will allow us to identify genes dowstream of Jun. Mutants will be generated by X-ray irradiation, the chemical mutagen ethylmethanesulfonate (ETS) and existing P-elements will be screened. They will be further analyzed at the structural and molecular level.