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: Draft the 'Objectives and Scope' section of a Horizon Europe proposal for the project 'Indigenous women interconnecting knowledge: bodies, territories and technologies for life'.

assistant: **Objectives**

Indigenous communities are the main ones facing the direct consequences of climate change due to their intricate relationship with the environment, their culture and their resources. In the case of the Amazon, environmental devastation and exploitation threaten the basic human rights of its native peoples, which, added to the impacts of climate change, threatens the survival of its biodiversity. In this plot, indigenous women play a crucial role in the intergenerational transmission of ancestral knowledge about caring for the land. The growing mobilization of indigenous women's organizations in resource preservation is highlighted in decolonial ecofeminist debates. Intertwining the rights of women and those of nature, seeking alternatives for the preservation of life. Within this framework, this project will examine how a new understanding of what constitutes evidence-based knowledge can become crucial for an ontological turn in forms of sustainable knowledge production and transmission, to halt the destruction of Amazonian biodiversity. We refer specifically to the productive practices of indigenous women in their ways of preserving traditional knowledge. We investigate the connection between the organizational forms of women's collectives in the Amazon regions of Brazil-Colombia and their relationship with nature. At another level, we will conceptualize how indigenous and non-indigenous technologies can be intercepted, for the creation of technologies that contribute to expanding the fields of action and sustainable development, in the mitigation of climate change. We will create a knowledge integration platform, useful for indigenous and scientific communities. By creating an open-access data bank, we will invest in legal frameworks that protect the intellectual and
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 'Fat-soluble vitamin status and metabolism during ageing: functional and nutritional consequences' (VITAGE) under Fifth Framework.

assistant: **Objectives**

Among the nutritional factors contributing to maintain health during ageing, fat-soluble vitamins (FSV) are crucial to protect against free radicals-generated deleterious processes or decrease efficiency of the immune system. However, no sound scientific evidence exists to state about specific dietary needs in FSV for the healthy elderly. This project aims at providing such evidence by undertaking studies on male volunteers distributed between 20 and 75 years of age and coming from 3 European countries. Biomarkers and variables related to status, metabolism and functions will be measured either in steady-provide clear information about the physiological characteristics of vitamin A, vitamin E, and carotenoids. Simultaneously, marketing opportunities for FSV-enriched dietetic foods, specificially designed for the elderly will be determinated. The scientific and economic evidences obtained in this project will provide basis to implement EU.
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 'Financial Information, Data Abundance, and Investment' (FIDAI) targeting Horizon 2020.

assistant: **Abstract**

Thierry Foucault ERC ADG 2020Recent years have witnessed a massive growth in the volume and variety of data (""Data Abundance""). In parallel, thanks to progress in computing power, new techniques (“Artificial Intelligence”) have emerged to harness the information in these data. How does this evolution affect the quality and nature of information produced in financial markets? Is there a risk that it induces investors to trade on noisier signals about economic fundamentals? How does it change the horizon at which information is produced? How does it affect the signal-to-noise ratio in securities prices and capital allocation? This project will break new ground on these unanswered, yet fundamental, questions using a combination of analytical and empirical analyses. First, I will develop a theory of optimal data mining to disentangle the effect of Data Abundance (DA) from the effect of Artificial Intelligence (AI) on the quality of predictors used by investors. I will then (i) use this theory to make predictions about the effects of AI and DA on the average quality of investors’ predictors, the dispersion of this quality across investors, and the informativeness of securities prices about economic fundamentals and (ii) test some of these predictions. Second, I will study theoretically and empirically (i) the effects of DA and AI on agents’ allocation of their resources for information production between two tasks: forecasting short-term cash-flows and forecasting long-term cash-flows and (ii) the consequence of these effects for the maturity of corporate investments. In particular, I will focus on whether there is a risk that DA and AI make securities prices more informative about conventional investment projects (whose cash-flows are realized quickly) rather than innovat
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 'Participatory Algorithmic Justice: A multi-sited ethnography to advance algorithmic justice through participatory design' (PARTIALJUSTICE) under Horizon Europe.

assistant: **Objectives**

AI comes with great promises, but more critically, it comes with demonstrated harms, from racial and gender bias, to discrimination, wrongful arrests, defamation, surveillance, or the extractive labor and practices required for its creation. I contend that the most concerning aspect of AI is the exacerbation of existing structural inequalities and creation of new ones. Two prevailing responses have emerged to the social and ethical problems of AI: ethicists and social scientists have focused largely on principle-based approaches, and developers have focused on technical fixes for addressing problems in AI models. This project speaks to an urgent gap between these approaches: it centers the experiences of marginalized communities and develops interventions into AI concerns that are designed by and for those communities. This project develops the novel approach of participatory algorithmic justice. Participatory algorithmic justice defines a concept and standards of practice for collaborative research to better understand who and what AI harms, but also how these harms should be redressed. The project investigates how economic, cultural, and political harms from AI are experienced by structurally marginalized groups through multi-sited, intersectional ethnographic fieldwork. This fieldwork informs participatory design workshops to develop specific interventions into problems identified by research collaborators. This research is brought to life through an innovative combination of graphic storytelling and a public-facing mapping platform. Participatory algorithmic justice brings the voices, priorities, and concerns of those affected by AI to the forefront of debates over what kinds of AI people want to live with. Tackling a critical problem of global technology justice, t
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 'Monitoring War Destruction', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The Monitoring War Destruction (MONWADES) project aims to develop an automated system for assessing war-related destruction using high-resolution satellite imagery and machine learning. Current methods, which rely on manual detection and eyewitness reports, are often slow, expensive, and prone to bias. By integrating computer vision and deep learning techniques, MONWADES seeks to provide a more efficient, accurate, and cost-effective solution for damage assessment, in different conflict zones around the globe.


**Keywords:** Conflict, Destruction, Deep Learning, Remote Sensing
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 'Understanding our Galactic ecosystem: From the disk of the Milky Way to the formation sites of stars and planets' (ECOGAL).

assistant: **Concept**

Stars and planets are born from a large reservoir of diffuse gas and dust that permeates the Galaxy, the interstellar medium (ISM). The process is governed by the complex interplay of often competing physical agents such as gravity, turbulence, magnetic fields, and radiation. The system is organized in a hierarchy of scales, that link the disk of the Milky Way, to star-forming clouds, and eventually to protoplanetary disks, the cradles of planetary systems. Stellar feedback creates highly non-linear feedback loops that strongly influence the dynamical evolution across the entire cascade of scales. We witness a paradigm shift in galactic astronomy and astrophysics. Approaches that treat the constituents of the Galaxy in equilibrium and consider the various scales in isolation reach clear limits. A comprehensive understanding of our Milky Way requires us to consider the Galaxy as one single complex ecosystem, where dramatically different environments coexist and where varying conditions are found for star and planet formation, and ultimately for life. Exploring and understanding the Galactic ecosystem as well as the physical processes that govern its evolution define the research activities of ECOGAL. Our primary goal is to build a unifying predictive model of star and planet formation in the Milky Way. Based on a unique combination of theoretical modeling and multi-wavelengths observations, we will  trace the properties of planet-forming disks back to their environment in different parts of the Galaxy, determine the physical processes that regulate the birth to stars and determine their key parameters, deliver a well calibrated galaxy template which can be used to study systems in the distant Universe. To reach these goals, ECOGAL unites four key research groups in Europ
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 'LOW-DIMENSIONAL FERROELECTRICS FOR ADVANCED ELECTRONIC AND BIOMEDICAL DEVICES' (FeLow-D) targeting Horizon Europe.

assistant: **Abstract**

The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications. This research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.    This initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth. By appointing an outstanding ERA Chair holder, Dr. Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system. Focusing on industry collaboration and intensive transition from lab innovations to market viability, the project will significantly contribute to European Research Area objectives. Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe. The development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.


**Keywords:** Sustainable research,  Innovative applications,  Advanced ferroelectrics,
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 'Statistically combine climate models with remote sensing to provide high-resolution snow projections for the near and distant future.' (CliRSnow) under Horizon 2020.

assistant: **Objectives**

The cryosphere in the European Alps is expected to change substantially with global warming. Snow in the Alps impacts the local communities but also affects the quantity and seasonality of water downstream, and thus has a wide range of effects on agriculture, ecosystems, hydropower, and tourism. Projections of future snow are required in society and economy. Targeted actions require information at the local community scale, which is not yet consistently available for the whole Alpine region. This is because the existing approaches to infer future snow conditions rely on physical models, either regional climate models (RCMs) or snow-hydrological models, which are both computationally very intensive, making it yet impossible to have a high resolution output for such a large area as the Alps. Here, I shall employ empirical models derived from remote sensing (RS) to provide an innovative and fast solution to increase the precision in future projections of snow cover from RCMs for the whole Alpine area. This will be achieved by correcting the bias in snow cover from RCMs and increasing the spatial resolution with RS snow cover data. Such an approach has now become feasible, because the data that forms its basis is on the verge of being sufficient in time (RS: MODIS time series since 2000) and space (RCM: EURO-CORDEX horizonzal resolution at approx. 12.5km). The host has the necessary data (daily MODIS snow cover at 250m and output from 15 different RCMs with snow cover), the technological environment for the computational demand, and the relevant expertise in each discipline (remote sensing, climate, hydrology) inside the institute and with international partners. I shall bring the statistical background, data handling skills, and interdisciplinary experience to combine thes
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 'A Europe-South America Network for Climate Change Assessment and Impact Studies in La Plata Basin', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The CLARIS LPB Project aims at predicting the regional climate change impacts on La Plata Basin (LPB) in South America, and at designing adaptation strategies for land-use, agriculture, rural development, hydropower production, river transportation, water resources and ecological systems in wetlands.  In order to reach such a goal, the project has been built on the following four major thrusts.  First, improving the description and understanding of decadal climate variability is of prime importance for short-term regional climate change projections (2010-2040). Second, a sound approach requires an ensemble of coordinated regional climate scenarios in order to quantify the amplitude and sources of uncertainties in LPB future climate at two time horizons:  2010-2040 for adaptation strategies and 2070-2100 for assessment of long-range impacts. Such coordination will allow to critically improve the prediction capacity of climate change and its impacts in the region. Third, adaptation strategies to regional scenarios of climate change impacts require a multi-disciplinary approach where all the regional components (climate, hydrology, land use, land cover, agriculture and deforestation) are addressed in a collaborative way. Feedbacks between the regional climate groups and the land use and hydrology groups will ensure to draw a first-order feedback of future land use and hydrology scenarios onto the future regional climate change. Fourth, stakeholders must be integrated in the design of adaptation strategies, ensuring their dissemination to public, private and governmental policy-makers.  Finally, in continuity with the FP6 CLARIS Project, our project will put a special emphasis in forming young scientists in European institutes and in strengthening the collaborations between
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 'MemoryRNA: the role of epitranscriptomics in thermomemory regulation' to be submitted under Horizon Europe.

assistant: **Abstract**

Plants live in constantly changing environments and the increased frequency of extreme weather, as a result of climate change, will exacerbate such stresses. The MemoryRNA project aims to expand the fundamental knowledge of non-genetically-based regulations of the plant transcriptome during heat stress (HS). Post-transcriptional modifications of RNA create an additional layer to reversibly control RNA fate. The sophisticated and poorly understood thermomemory phenomenon represents a powerful system to study the role of the RNA modifications and its high impact on RNA metabolism to reprogram the transcriptome, thus leading plants to adapt and survive. To unravel the role of epitranscriptomic-based reprogramming of the transcriptome of thermomemory RNAs at the shoot apical meristem, the project aims to: i) Reveal the m5C and m6A modifications transcriptome-wide that actively contribute to the global cellular response to HS; ii) Characterize the m5C and m6A marks on thermomemomery mRNAs; and iii) Determine how a m6A reader protein ECT2 is regulated upon HS, and its functional role on transcriptional regulation. Data and biological resources obtained by the team support the MemoryRNA project and incorporate a comprehensive set of cutting-edge technologies and approaches, including: i) Direct sequencing of long-read fragments and computational analysis for accurate mapping of RNA marks; ii) Antibody-based techniques and mutant plants to validate and characterise the function of m5C- and m6A-containing mRNAs; and iii) RNA and fluorescence in situ hybridization, and laser confocal microscopy to investigate the role of ECT2 during thermomemory. Understanding the mechanisms that coordinate transcriptional activity of HS-memory genes in response to environmental stressors is of u
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 'Adaptable Reactors for Resource- and Energy-Efficient Methane Valorisation' in the context of a Horizon 2020 call.

assistant: **Objectives**

In ADREM, leading industries and university groups in process intensification, catalytic reactor engineering and process control team up to address the domain of resource- and energy-efficient valorisation of variable methane feedstocks to C2+ hydrocarbons. The development of new and intensified adaptable catalytic reactor systems for flexible and decentralized production at high process performance is in focus, able to operate with changing feedstock composition and deliver “on-demand” the required product distribution by switching selected operational/control parameters and/or changing modular catalyst cartridges. In the long term, we expect the reactors to operate energy- and emission-lean using green electricity as the direct, primary energy source.  In order to converge to the optimal design, the project will utilize the unique integral, four-domain process intensification (PI) methodology, pioneered by the consortium. This is the only approach able to deliver a fully intensified equipment/process. The key feature is the systematic, simultaneous addressing of the four domains: spatial, thermodynamic, functional and temporal.ADREM will provide: • highly innovative, economic and environmentally friendly processes and equipment for efficient transformation of methane into useful chemicals and liquid fuels, for which monetary savings of more than 10% are expected. • process technologies applying flexible modular one-step process with high selectivity for valorisation of methane from various sources.• modular (and containerized and mobile) reactors permitting flexible adaptation of the plant size to demand and also utilizing smaller or temporary sources of methane or other feeds. The project will employ emerging reactor technologies coupled to especially designed cataly