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: Explain how 'TADIL and DITEL' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

TADIL is an ARTIFICIAL INTELLIGENCE software applied to the automatic development of tracings of linear infrastructures. TADIL stands for Techniques for the Automatic Design of New Linear Infrastructures.The currently available modules are targeted at the study of infrastructures of roads and / or highways, (Tadil-Road), and at the study of railway lines, (Tadil-Railway).DITEL, is a complementary software applied to the three-dimensional design of tunnels and linear structures, (viaducts), and bridges. DITEL stands for Intelligent Design of Tunnels and Linear Structures. It is also based on Artificial Intelligence.TADIL allows obtaining in a very fast way the tracing of infrastructure alternatives, providing the definition of the axis in plant and profile according to regulations, the cross sections with its measurement, the earthwork plant, expropriations, the balance sheet of lands, the budget, the public or private feasibility and the subjective evaluation of alternatives. TADIL has been created as a module of Autocad making use of available tools in this software.
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 Europe proposal on 'R4R: Reproducible Data Analyses for All'.

assistant: **Innovation**

Unevaluated science is not worth funding. Gone are the days where a scientific breakthrough could be based on scribbles made on a few loose sheets of paper reviewed by a single attentive reader. Most disciplines rely on experimental data that is collected, analyzed, and presented using powerful computational tools. The scientific adventure hinges on our ability to openly and widely share and reproduce such results.The goal of this PoC is to market a tool, R4R, for non-programmer scientists to make their archival work easily reproducible and offer it to them through a non-expensive licence. Affordable reproducibility is key to independent evaluation of previously published results.We will focus on reproducibility of data analysis pipelines written in R with RMarkdown or Jupyter. Creating a reproducible environment is hard, labor-intensive and error-prone, and requires expertise that data analysts lack. We propose to use dynamic program analysis techniques to track dependencies, data inputs, and other sources of non-determinism needed for reproducibility. R4R will synthesize metadata to generate self-contained, portable, fully reproducible environments, based on Docker images.
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 'LEADERSHIP FOR CLIMATE RESILIENT BUILDINGS' under Horizon Europe.

assistant: **Concept**

Europe has witnessed a significant rise in the frequency and severity of extreme weather events, and especially the broader Mediterranean region showcases the devastating consequences of climate-related disruptions. CLIMRES aims to foster a ‘Leadership foEurope has witnessed a significant rise in the frequency and severity of extreme weather events, and especially the broader Mediterranean region showcases the devastating consequences of climate-related disruptions. Unseasonably warm temperatures during the winter months are increasingly becoming a pattern, disrupting traditional weather patterns and ecosystems. CLIMRES aims to foster a ‘Leadership for Climate Resilient Buildings’, by addressing the identification and systematic categorisation of buildings’ vulnerabilities and estimating their impact in the buildings' ecosystem considering the interlinkages within the urban context. The project will deliver vulnerability assessment and impact evaluation methodologies along with an inventory hub of measures for building materials and design against climate risks and a decision support toolkit addressing three levels of decision making at strategic, tactical and operational levels. CLIMRES solutions will be tested in 3 large scale pilots in Spain, Greece, Italy and Slovenia evaluating their efficacy against heatwaves, extreme flooding, fires and earthquakes and one multi-hazard replication multiplier pilot in France. The experiences and lessons learnt from the extensive pilot evaluation will consult the replication roadmap of the project as well as a capacity building programme that will train the next frontier leaders for climate resilient buildings. Overall, the CLIMRES Leadership will provide valuable insights and guidance for building owners, policymakers, and stakeho
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 'Biochemical characterization of the Arabidopsis ABC transporter AtABCB14 and exploring why it exhibits an import activity' (2007-2013), addressing dissemination and exploitation.

assistant: **Impact**

The genome of Arabidopsis thaliana is predicted to encode 129 ABC proteins, which are involved in many physiological processes such as transport of metabolites, toxic substance, and regulation of stomatal movement (Martinoia et al., 2001; Rea, 2007). The ABC protein AtABCB14 is implicated in the regulation of stomatal movement by transporting malate into guard cells (Lee et al. 2008). This is only the second plant ABC transporter shown to act as an importer and no animal counterpart has been shown to exhibit an import activity. The goal of this project is to carry out a detailed analysis of AtABCB14. To do this I will i) Characterize the kinetics and the substrate activities of AtABCB14; ii) Use site-directed mutagenesis and substrate-dependent ATP-hydrolysis to investigate whether the import activity is ATP-dependent; iii) Carry out experiments to find structural determinants which are responsible for the import activity of this ABC transporter. The identification of the biochemical properties and the import mechanism of AtABCB14 will be helpful to understand why only plants have ABC transporters exhibiting import activity. Furthermore, the identification of factors responsible for the import activity may provide important information to the medical field and cancer research.
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 'All-optical framework for the correlative imaging of cardiac meso-scale cytoarchitecture and multi-scale electrical conduction'.

assistant: **Innovation**

Myocardial infarction (MI) is a key risk factor for sudden cardiac death, a leading global cause of mortality. Understanding how altered tissue architecture in MI influences cardiac electrical conduction is crucial to develop therapies which treat abnormal heart rhythms (arrhythmias) clinically. Optical measurement of transmembrane voltage in cardiac muscle is a versatile, non-invasive tool to investigate myocardial conduction. However, the current techniques of wide-field and multiphoton imaging have individual limitations restricting their ability to study key features of conduction in a 3D framework. Furthermore, optogenetics cannot be easily implemented in imaging platforms due to spectral overlap with the activation of light-gated ion channels such as channelrhodopsin. Combining all 3 techniques will provide a platform to study electrical conduction within mammalian myocardium in a 3D context and will be capable of quantifying effects introduced by tissue heterogeneity such as vasculature and scar tissue. The proposed project combines development of novel imaging technology with applied cardio-(patho)-physiology to study cardiac conduction at tissue interfaces in intact hearts with an innovative correlative approach. A new all-optical platform will be developed to simultaneously measure and stimulate cardiac activity, with the capability for real-time stimulation using custom optical patterns. Conduction will be mapped experimentally across structurally distinct regions and depths in healthy and MI hearts. This data will be correlated with underlying cytoarchitecture in the same hearts by employing tissue clearing in combination with novel light-sheet microscopy for imaging of structurally intact whole organs. This work will realise a new platform to study conducti
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 'Preservation and RecognItion of Spatial patterns using Machine learning' to be submitted under Horizon Europe.

assistant: **Abstract**

Ecological research necessitates the production of spatial maps representing an array of critical variables such as biodiversity, climate, land cover, and soil carbon storage. While current machine learning methods, such as the well-known random forest (RF), have been effective in generating maps for these variables, they often overlook the intricate spatial patterns inherent in ecological processes. The PRISM project seeks to introduce a novel approach that addresses this limitation by integrating and validating spatial patterns within machine learning models. The project will draw upon insights from various fields, including geography, landscape ecology, statistics, and computer science. To ensure the widespread dissemination and accessibility of its findings, PRISM will adopt a comprehensive open science approach, including manuscript publications, the development of open-source software, and the sharing of repositories containing data and code, enabling others to reproduce and build upon the project's results. Through this project, an exchange of knowledge is anticipated between the researcher and the host institution, fostering a collaborative partnership. Under the supervisor's mentorship, the researcher will acquire essential skills in group organization, grant preparation, and research leadership. The researcher will enrich the host institution by creating innovative methods for spatial data analysis, implementing impactful teaching methodologies, and sharing the principles of open science. Ultimately, the PRISM project is poised to fuel the researcher's interdisciplinary growth, positioning him as a valuable asset in both academia and industry. The project's outcomes have the potential to improve how ecological research is conducted, leading to more accurate pr
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 'Imaging Interneurons in Epilepsy'.

assistant: **Objectives**

Oscillations of the neuronal network are well defined in the hippocampus, with theta oscillations associated with numerous cognitive functions. The role interneurons play in hippocampal oscillations is also well defined; however, the rules governing cell type-specific firing during oscillations are not known. The goal of this study is to determine how afferent inputs are processed to produce a given output in one class of GABAergic interneurons: Hippocampus-Septum (HS) interneurons using combined three-dimensional two-photon, electrophysiological and histological/anatomical methodology.Our proposal involves groundbreaking research by studying oscillations in a complete hippocampal preparation both on the network and subcellular level. The methods and technology to be involved is above the state-of-the-art, as novel, rapid three-dimensional two-photon techniques will be applied in conjunction with multicellular and single cellular electrophysiology. The project means the continuation of a fresh collaboration using the Hungarian partner’s knowledge on two-photon single- and multicellular imaging parallel with the French partner’s basis in epilepsy and neuronal oscillations. In a 24 month undertaking, the following objectives are to be addressed:1) Rules of action potential genesis and backpropagation in HS cells.2) Active properties of dendrites in HS cells.3) Rules of synaptic integration during physiological oscillations in HS cells.4) Hyperexcitability and dendritic properties of HS cells.The combined results on imaging, electrophysiology, immunohistochemistry and methods for correlation will be applied to deduct the correct conclusions on how hippocampal oscillations affect single neurons, neuronal processes and dendritic phenomena. As a result, we will be able to gai
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 a compelling abstract for 'Learning for Adaptable Visual Assistants' demonstrating excellence, impact and implementation quality for a Fifth Framework call.

assistant: **Abstract**

The key problem that must be solved in order to build cognitive vision systems is the robust, efficient and learnable categorisation and interpretation of large numbers of objects, scenes and events, in real settings. LAVA will create technologies enabling such systems and an understanding of the systems- and user-level aspects of their applications, via a novel alliance between statistical learning theory, computer vision and cognitive science experts. For practical computational efficiency and robustness, we shall devise methods for goal-directed visual attention and the integration of multiple asynchronous visual cues. These results will be embodied in two integrated systems: one will employ vision for information retrieval in a mobile setting; the other will derive symbolic representations from video sequences, enabling a wide range of ambient intelligence scenarios.Objectives:Our goal is to create fundamental enabling technologies for cognitive vision systems and to understand the systems- and user-level aspects of their applications. Technologically, the objectives are the robust and efficient categorisation and interpretation of large numbers of objects, scenes and events, in real settings, and automatic online acquisition of knowledge of categories, for convenient construction of applications. Categorisation is fundamentally a generalisation problem, which we shall solve using measures of distance between visual descriptors known as "kernels". We aim to dramatically improve generalisation performance by incorporating prior knowledge about the behaviour of descriptors within kernels, and by exploiting the large amounts of unlabelled data available to vision systems. Finally we aim to exploit this technology in integrated systems that employ vision for information
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 'Conversion of Low Grade Heat to Power through closed loop Reverse Electro-Dialysis'.

assistant: **Innovation**

The concept is based on the generation of electricity from salinity gradient using Reverse Electrodialysis with artificial saline solutions operating in a closed-loop. The original salinity gradient is regenerated by a separation step that uses heat at 40 - 100 C. The regenerated solutions can be stored at very low costs and the stack can react within seconds, providing flexibility to the power system. It is a quiet technology operating under normal pressures and temperatures imposing no risks. The industrial partners ensures the MRL will be kept aligned with the advances in TRL.The overall objective is to prove this revolutionary concept, develop the necessary materials, components and know-how for bringing it to the level of a lab prototype generating electricity from low-grade heat at higher efficiencies and lower costs than ever achieved to date. Specific objectives:Select the most suitable technologies for the regeneration process and the combinations of salts and solvents that can maximise the system performance.Create new knowledge for developing: membranes for the selected solutions; membrane manufacturing concepts that can be scaled-up for high volume and low-cost production; efficient stacks suitable for this application; energy efficient regeneration processes.Implement and validate a process simulation tool to analyse the performance under different configurations and operating conditions.Evaluate and improve the performance of the overall system through tests on a lab-prototype, identifying potential up-scaling and operational issues (System efficiencies reaching 15% and power densities of 25 W/m2 of cell pair).Define a development roadmap, taking into account environmental, social and regulatory issues, leading to levelised cost of electricity below 0.03 E
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 and oceanographic station for abyssal research', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

Aim of GEOSTAR project is the development of a deep sea multidisciplinary, unmanned, modular benthic station for longterm monitoring of geophysical and oceanographic parameters. GEOSTAR is also conceived as a tool open to many types of applications, including possibility of being reconfigured for different missions and different sites. GEOSTAR constitutes therefore the core element of a gradual technological development of tools and packages enabling the realization of a more complex structure. GEOSTAR will be able to manage and support long-term experiments, dedicated scientific packages and other satellite stations. GEOSTAR project will ensure the optimal transfer between the requirements and expectancies of the scientific community and the technological solutions envisaged for the prototype development. This approach is based on four basic constituents: * Scientific requirements, concerning definition of GEOSTAR missions in terms o payload, methodologies for data acquisition, storage, retrieval, procedures for data analysis and dissemination. * Definition of the environment in which the station will operate: GEOSTAR prototype will be designed around a reference mission in a significant site in deep Mediterranean Sea. * Prototype development, in line with the requirements imposed by the missions: it will include system design, detailed design, manufacturing, testing and overall system integration. * Planning, set-up and execution of tests in controlled conditions and organization of sea trials. On this framework, a four-national partnership has consolidated, joining qualified scientific and industrial partners determined to proceed together in close interaction, to achieve profitable enhancement of deep sea observation capabilities. The final outcome of this developme
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 a compelling abstract for 'Understanding Life Trajectories of Immigrants and Their Descendants in Europe and Projecting Future Trends' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

In recent decades, European countries have witnessed increasing immigration streams and ethnic heterogeneity of their populations. Facilitating immigrant integration and social cohesion has become a major societal issue. The project moves beyond previous research by first investigating how employment, housing and family trajectories evolve and interact in the lives of descendants of post-WWII immigrants and post-1990 immigrants in the UK, France, Germany and Sweden, and how factors related to a societal context, an early life context and critical transitions shape their life histories. Second, the study will project their future life trajectories using innovative simulation techniques, considering the main life domains and diversity between and within immigrant groups. Although recent studies report substantial diversity in employment, in housing and in family patterns among descendants of post-war immigrants and recent immigrants in Europe, the causes of this heterogeneity remain far from clear. Furthermore, it is not known whether observed differences between immigrants and natives are short-term outcomes in a long-term process of cultural and economic integration or rather reflections of different pathways and outcomes for immigrants and their descendants. The project will exploit large-scale longitudinal data from four countries and apply advanced longitudinal methods, including multichannel sequence analysis and multilevel event history analysis. Microsimulation will be applied to project life histories for immigrants and their descendants. The project will significantly deepen our understanding of the relationships between the three life domains, and the causes of less and more successful life trajectories among immigrants and their descendants. This project will