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 'Unraveling the impact of turbulence in Mixed-phase Clouds' (MixClouds), addressing dissemination and exploitation.

assistant: **Impact**

Mixed-phase clouds—atmospheric complex three-phase systems containing suspended ice particles, supercooled water droplets, and water vapor—are responsible for most of the precipitations reaching the Earth’s surface. In addition, these clouds play a primary role in the planet’s radiative energy budget and the water cycle. Despite their relevance, there is a lack of a basic understanding of the complex hydrodynamics, heat, and mass transfer between the different water components with numerous scientific open questions. In the last decades, many scientific works have shown a significant impact of turbulence in “warm” (ice-free) clouds and “warm” rain formation in enhancing condensation/evaporation of rain droplets and promoting collisions. On the other hand, the role of turbulence in mixed-phase clouds has never been properly quantified; consequently, up to now, this topic has been nearly exclusively a subject pertaining to atmospheric physics rather than fluid dynamics. I want to change this perspective and analyze the rich dynamics of mixed-phase clouds using a combination of theoretical and numerical tools developed for general multiphase flows. MixClouds is a multidisciplinary project aiming to: i) understand the impact of turbulence in mixed-phase cloud microphysics of water hydrometeors, ii) quantify this impact by determining typical ice and water droplet size distributions at given temperature, humidity, and turbulence levels, iii) developing the next generation of numerical tools to couple multiphase turbulent dynamics at different scales, iv) developing novel sub-grid models to parametrize mixed-phase cloud microphysics and test against known atmospheric observations. The final results can potentially generate a ground-breaking impact not only in the areas of tur
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 'CorrelAtes of Protective immuniTy-driven Investigation of malaria VAccine combinaTion stratEgies', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Malaria remains a serious health concern worldwide, with P. falciparum considered one of the deadliest human parasites. Yet, the currently approved vaccine against malaria (RTS,S/AS01) offers limited protection due to challenges in vaccine development. Using current advances made in understanding immunity to address some of the existing challenges, this proposal aims to develop a more efficacious vaccine against P. falciparum by targeting multiple developmental stages (sporozoite, liver and blood-stage). In this project, combinations of 1) highly promising whole parasite vaccination approach targeting the liver (late-arresting GAP), 2) RTS,S (provided by GSK) and 3) mRNA versions of clinically evaluated and partially protective blood stage vaccine candidates (Rh5, AMA1-DiCo [sporozoite and blood stage]) will be evaluated in preclinical and small-scale human trials to discern the optimal combination for further clinical investigations. To inform a rational design of future vaccine candidates, CAPTIVATE will analyse the vaccine-induced immune response to acquire a full understanding of malaria protective immunity and develop an advanced immunology in-silico platform. While immunity to blood stage malaria is relatively well understood, the mechanisms of adaptive protective immunity for pre-erythrocytic malaria vaccine candidates are less well-established. CAPTIVATE addresses this critical knowledge gap by combining state-of-the-art preclinical and clinical (CHMI) in vivo malaria vaccine efficacy models with an innovative in-silico platform comprising TCR/VDJ sequencing and artificial intelligence predictions, to identify such mechanisms. CAPTIVATE assembles a unique combination of European experts in their respective fields (malaria modelling in primates, clinical vaccine
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 'Computer aided rehabilitation of water networks (CARE-W)', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

Major parts of the water distribution networks in European cities are now approaching the end of their useful lives. Pipelines are deteriorating in an accelerating way. Bursts, leakage and complaints on water quality and service reliability increase. The water utilities have to make decisions on how to maintain an acceptable standard of service, when information is uncertain and budgets are restricted. The ultimate goal of this project is to provide an integrated, generic suite of tools for solving these problems. The system includes the forecasts of both the deterioration processes and the effects of rehabilitation decisions in the short and the long range.
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 'Ex-vessel core melt stabilization research' in the context of a Fifth Framework call.

assistant: **Objectives**

The goal of this proposal is the achievement of a sound scientific and practical coupled approach, based on a recently proposed modelling taking into account the coupling of thermal-hydraulics and physico-chemistry, to describe corium behaviour in in-vessel and ex-vessel situations. Thanks to a better understanding of physical phenomena governing corium progression and behaviour in various configurations (for example: in the lower head of the reactor pressure vessel, in the reactor pit of existing reactors or in the EPR core-catcher), the coupled approach shall allow a better prediction of risks and consequences in particular in term of corium stabilization and fission products release. Therefore, this approach shall contribute to the optimisation of severe accident mitigation measures.
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 'WiNDOWED SIMULATOR FOR GENERATING OBJECTS AND THERMODYNAMICS' to be submitted under Fourth Framework.

assistant: **Abstract**

The WISIGOTH project (Windowed Simulator for Generating Objects & Thermodynamics) consists in building an innovative software for modelling upstream and downstream petroleum processes, as well as a wide range of processes. WISIGOTH will avoid the duplication of efforts in the whole design procedure by the integration of the different models used at the process design, process control design, operator and maintenance support system and training simulation design .. in one unique model The project will aim at unifying the development tools and the Graphic User Interface used for all these modelling and simulation tasks. To meet the requirements at all stages, the model generated by WlSiGOTH will be used in both steady-state and/or dynamic mode. The consortium set up to handle this project will include: end-users, process licensers, and companies specialised in process simulation; graphic user interfaces, multimedia andThe WISIGOTH project (Windowed Simulator for Generating Objects & Thermodynamics) consists in building an innovative software for modelling upstream and downstream petroleum processes, as well as a wide range of processes. WISIGOTH will avoid the duplication of efforts in the whole design procedure by the integration of the different models used at the process design, process control design, operator and maintenance support system and training simulation design .. in one unique model The project will aim at unifying the development tools and the Graphic User Interface used for all these modelling and simulation tasks. To meet the requirements at all stages, the model generated by WlSiGOTH will be used in both steady-state and/or dynamic mode. The consortium set up to handle this project will include: end-users, process licensers, and companies specialised 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: Compose the 'State of the Art and Innovation' section for a Seventh Framework proposal on 'Early-stage tumour markers based on the Flower proteins'.

assistant: **Innovation**

It is unquestioned that early detection of cancer is a major factor contributing to therapy outcome. Unfortunately, onlyfew tumour markers have been identified for early stage cancers to date, and the reliable detection of tumours before the manifestation of morphological changes still remains an unresolved problem in routine clinical diagnosis. A recent study came to the conclusion that shedding rates of currently available cancer biomarkers are a factor of 10-4 below the necessary sensitivity to reliably detect cancers during their first decade. In other studies, the reliability of currently existing biomarkers such as the PSA-marker for prostate cancer is questioned. The development of alternative early-stage tumour markers, in particular also for epithelial cancers, is therefore urgently necessary.FLOWERFIELDS is aimed to provide means and methods to detect such cancer cells before an aggressive tumour isformed. To that end, we plan to exploit the extracellular molecular code called “The Flower Code” (Fwe) that is expressed in very early stage cancer or precancerous cells. Fwe may be integrated into routine immuno- or PCR-assays for the detection of a variety of epithelial cancers. Applications may include early-stage diagnosis but also the evaluation of therapy outcome.The current project has two aims: (i) to develop improved ligands for ELISA diagnostic tests for Flower gene expression, (ii) to validate the concept clinically on human samples in both immuno- and PCR-based assays. The clinical validation of a biomarker candidate is a key success factor for being able to feed it into development stage of a commercial partner.
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 'GEophysical Modelling of Shelf-to-Basin Processes', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Shelf-to-basin sedimentary processes entail intricate interactions between the ocean sub-mesoscale and the near-seafloor sediments. These processes hold significant multidisciplinary importance, given their ecological impact, relevance to marine geo-hazards, and role in shaping continental margins and global climate. However, there's a gap in quantitative tools to model and characterize these processes simultaneously considering oceanographic and near-seafloor sediments properties. In GEM-SBP I will use ultra-high-resolution seismic reflection data (UHRS) to create a set of modelling techniques able to couple both domains. The Southeastern Levant Basin (SLB) will serve as a natural laboratory for studying the interaction between the sedimentological and oceanographic domains. This semi-enclosed basin features a single sediment source and a multitude of morphologically complex features formed by sediment transport mechanisms. I will first develop novel seismic processing workflows tailored for ocean and near-seafloor sediments imaging that will consistently yield a seismic image depicting both domains and their interaction. I will then develop and implement an iterative geostatistical seismic inversion procedure able to invert the processed UHRS for high-resolution ocean (i.e., temperature and salinity) and near-seafloor geotechnical models. I intend to leverage the most recent advances in deep learning to build a spatial regression model and predict these properties in 3-D by integrating spaceborne earth observation data. Our models will provide insights into the sediment transport mechanisms dynamics and will pave the way for a new set of methodologies for studying these phenomena on a global scale. I intend to raise society's awareness about the global impact of ocean
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 'PATS: Eliminating pesticides!' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

PATS provides a fully automatic insect control solution, which combines automated monitoring and AI solutions with high control methods such as bat-like hunt drones and ultrasonic predator-prey confusion.Our vision is to revolutionize agriculture by combining biology with technology. We offer an ecosystem of innovative solutions designed to enable organic farming and significantly reduce insecticide usage. By integrating biological control with our technological methods, we aim to cut insecticides by 75% and achieve a 10% reduction by 2030.Our control methods effectively tackle hard-to-manage pests that previously necessitated insecticides. The collateral damage from these chemicals disrupts biological control, not just for these pests but also for others. Our automated monitoring provides precise data on flying pests, natural predators, and pollinators. This granular data empowers farmers to optimize biological control, improving its efficiency and making it a sustainable choice.


**Keywords:** Automation,Control engineering,Crop protection,Insect control,Vision,Drones
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 'Green tax reform for a just climate transition (GRETA)' to be submitted under Horizon Europe.

assistant: **Abstract**

The European Unions ambitious climate policies will have wide-ranging distributional impacts in societies. Yet, it is poorly understood how to mitigate the adverse impacts and how compensation mechanisms can be designed to allocate funds to those most in need. GRETA introduces an integrated approach for climate policies and inequality, and will increase our understanding on how to reach climate targets equitably. In the theoretical part, we characterize a green tax reform that creates sufficient incentives to cut emissions, generates public revenue for the green transition, and ensures that costs are fairly distributed across the society. Individuals hold private information about their productivity and abatement costs. In this setting, income taxation and carbon pricing are not separable and, strikingly, effective carbon prices should vary by income-level. The theory shows that the optimal tax design depends on a limited set of sufficient statistics, including: (1) carbon price incidence per income group, (2) emission semi-elasticity per income group and (3) individuals perception of within- and across-income inequality.In the empirical part, we quantify these sufficient statistics (1)-(3) using price variation created by the Energy Crisis of 2022 and a rich administrative data covering all Finnish firms and individuals. First, we estimate the within- and across-income inequalities created by the sudden rise in electricity prices and, using plausibly exogenous ending dates of fixed-term contract, estimate the individual-level emission semi-elasticities. Second, we study how the energy price spikes contribute to inequality though their different impacts on firm owners and workers, where our identification is based on a shift-share instrument approach. Third, we study th
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 'European Language Grid' to be submitted under Horizon 2020.

assistant: **Abstract**

With 24 official EU and many more additional languages, multilingualism in Europe and an inclusive Digital Single Market can only be enabled through Language Technologies (LTs). European LT business is dominated by thousands of SMEs and a few large players. Many are world-class, with technologies that outperform the global players. However, European LT business is also fragmented – by nation states, languages, verticals and sectors. Likewise, while much of European LT research is world-class, with results transferred into industry and commercial products, its full impact is held back by fragmentation. The key issue and challenge is the fragmentation of the European LT landscape. The European Language Grid (ELG) project will address this fragmentation by establishing the ELG as the primary platform for LT in Europe. The ELG will be a scalable cloud platform, providing, in an easy-to-integrate way, access to hundreds of commercial and non-commercial Language Technologies for all European languages, including running tools and services as well as data sets and resources. It will enable the commercial and non-commercial European LT community to deposit and upload their technologies and data sets into the ELG, to deploy them through the grid, and to connect with other resources. The ELG will boost the Multilingual Digital Single Market towards a thriving European LT community, creating new jobs and opportunities. Through open calls, up to 20 pilot projects will be financially supported to demonstrate the usefulness of the ELG. The proposal is rooted in the experience of a consortium with partners involved in all relevant initiatives. Based on these, 30+ national competence centres and the European LT Board will be set up for European coordination. The ELG will foster “langua
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 'Building bridges between research and the youngest society' (RESEARCHBRIDGES).

assistant: **Innovation**

To achieve the objective of attracting young people to take on a scientific career means having to be capable of communicating with them by using their own language. Communication based on words and on a unidirectional sketch are things of the past. New ge nerations have been educated in a society in which images have not only taken over words as a discreet language unit, but also the interactivity between the issuing person and the receiving person is a basic requirement of present-day communication. If we really wish to explain to young people what science is, how it is carried out, and how researchers really work, and if we really wish to transmit to them the pleasures and the rewards derived from such practices, we must be able to approach them through a communication based on both ¡mage and interactivity. It is for this very purpose that we propose four fundamental activities in this project that are based on these concepts. An art exhibition that shows the influence of both science and new technologies on the most modern artistic trends, an exhibition which reveals the role women played, and still do, in scientific development, a film season on science in which scientific tasks are debated and the stereotypes are dismantled after watching the films, a c ampaign to disseminate scientific information in the media so that this type of information becomes something regular. It has been proposed to carry out all these fundamental activities, which appreciatively respond to the initial intention of testing the efficacy of a new form of communication based on both image and interaction with young people. Our objective is to take the message of how important scientific works are to the rest of society too in order to combat the idea that has traditionally placed science o