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 'Development of Nanotechnology-based High-performance Opaque & Transparent Insulation Systems for Energy-efficient Buildings' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

NANOINSULATE will develop durable, robust, cost-effective opaque and transparent vacuum insulation panels (VIPs) incorporating new nanotechnology-based core materials (nanofoams, aerogels, aerogel composites) and high-barrier films that are up to four times more energy efficient than current solutions.  These new systems will provide product lifetimes in excess of 50 years suitable for a variety of new-build and retrofit building applications.Initial building simulations based on the anticipated final properties of the VIPs indicate reductions in heating demand of up to 74% and CO2 emissions of up to 46% for Madrid, Spain and up to 61% and 55% respectively for Stuttgart, Germany for a building renovation which reduces the U-value of the walls and roof from 2.0 W m-2 K-1 to 0.2 W m-2 K-1. This reduction could be achieved with NANOINSULATE products that are only 25 mm thick, giving a cost-effective renovation without the need of changing all the reveals and ledges. Similarly, significant reductions in U-values of transparent VIPs (3 W m-2 K-1 to 0.5 W m-2 K-1) are shown by substituting double glazed units in existing building stock.  Six industrial & four research based partners from seven EU countries will come together to engineer novel solutions capable of being mass produced.Target final manufacturing costs for insulation board (production rates above 5 million m2/year) are less than €7 m-2 for a U-value of 0.2 W m-2 K-1.  NANOINSULATE will demonstrate its developments at construction sites across Europe.  A Lifecycle Assessment, together with a safety and service-life costing analysis, will be undertaken to prove economic viability.NANOINSULATE demonstrates strong relevance to the objectives and expected impacts of both the specific call text of the Public-Private Pa
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 'Natural variation in arabidopsis thaliana : resources for functional analysis (NATURAL)' under Fifth Framework.

assistant: **Concept**

Variation of traits involved in adaptation can be found in nature and provides an important source of genetic variation for plant breeding. This proposal aims at the systematic exploitation of natural variation in the model plant Arabidopsis as a powerful approach for gene discovery. This variation can be dissected by combining : 1) analyses of morphological , physiological and chemical traits; 2) quantitative genetics to identify the genetic basis of the traits; 3) molecular studies to determine the genes and their functions. To achieve these goals 1) tools and material to analyse natural variation will be developed;2) controlling natural variation for seed dormancy, flowering, pod shattering, plant growth and performance, carbohydrate and nitrate metabolism, insect resistance and content of nutritional compounds will be identified; 3) the usefulness of the Arabidopsis genes for MAS based breeding in Brassica will be evaluated.
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 'Short and Long-term Stock Market Returns from Innovation Outsourcing: A Comparative Analysis of Domestic versus Offshore High-Tech Markets' (INNOVATION-SOURCING), addressing dissemination and exploitation.

assistant: **Impact**

The main objective of this proposal is to capitalize on the scholarly experience the applicant researcher has acquired in the United States and contribute to the advancement of the state-of-the-art research conducted in Koc University, in Turkey as well as in Europe. The project “Short and Long-term Stock Market Returns from Innovation Outsourcing: A Comparative Analysis of Domestic versus Offshore High-Tech Markets (INNOVATION-SOURCING)” aims to provide an understanding on the returns and risks of a firm’s decision to outsource its innovation development. Specifically, this research addresses the following questions: (1) what are the effects of innovation outsourcing on short versus long-term stock market performance and are firms better off outsourcing innovation domestically or offshoring; (2) what sources of dependence and uncertainty impact short versus long-term stock market performance in the domestic versus offshore outsourcing contexts; and (3) overall, what is the optimal innovation outsourcing spending as reflected in the market stock returns? The implementation of this research project requires the training and the cooperation of doctoral students, and hence, may contribute to reversing of the effects of the European brain drain to third countries. The subject matter in this research project may also allow the development of enduring collaborations with the scientific and industrial milieu of Europe and the USA. Given the timeliness and significance of the topic, this project not only has the potential to contribute to the researcher’s long term professional integration, but also to the scientific excellence and competitiveness of Europe as a whole.
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 'Two Paths of a Shared Past: Memory and Representation of the Nazi Genocide of Roma in Belarus and Lithuania' under Horizon 2020.

assistant: **Concept**

The Romani communities of Belarus and Lithuania experienced World War II and the Nazi persecution in similar ways, such as deportations for forced labour, mass murder in the countryside and survival in Soviet partisan units. Throughout the Soviet era, Roma in the two countries faced the same challenges in their commemoration efforts, being denied a public recognition of their suffering.However, an oral history survey shows that there are also considerable differences between the memories of Belarusian and Lithuanian Roma. While Roma from Belarus emphasize their participation in the Soviet partisan units, describing it in the established Soviet patriotic vocabulary, Lithuanian Roma are more likely to underline their suffering and losses, as well as local complicity in their persecution. Why do the Romani minorities of two neighboring post-Soviet states make sense of their shared past so differently? This study suggests that the key to understanding this phenomenon lies in the socio-political context of memory work. Drawing on the post-Soviet transformations, official memory and minority politics in Belarus and Lithuania, this interdisciplinary research project compares the memory trajectories of Roma in these countries. It pays equal attention to the memories of “ordinary” Roma and Romani activists and the public representation of the Nazi genocide of Roma. Theoretically, this study seeks to understand how the processes of social exclusion and inclusion work at the level of memory and commemoration, and in what ways memory of the bitter past affects the identity of an ethnic group.
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 'Development of membrane based technology for selective removal of H2S and CO2 from natural gasstreams and associated gasstreams' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

The project is aimed at development of membrane based technology for selective removal of H2S and CO2 from natural gasstreams and associated gasstreams focusing on: - Development of high pressure membrane gas absorption, - Development of novel liquid regeneration processes. This development should result in compact gas treating equipment for small medium size gasstreams. The proposers expect the project to result in the successful operation of a small scale pilot plant for the removal of H2S out of a pressurised gasstream. The successful completion of the proposed project is of prime importance to the further development and scale-up of new gas treatment technology by the SME-proposers. The SME-proposers should in the long term jointly supply new gas treatment technology for the treatment of small and medium size gas streams. This technology is imperative for the exploitation of small gas fields without harming the environment as a result of the emission of acid gases.
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 'De novo protein discovery as a tool for understanding the folding conundrum' (NovoFold) targeting Horizon 2020.

assistant: **Abstract**

Order is a prerequisite for activity, which is the essence of the sequence-structure-function paradigm of bio-macromolecules. Proteins are a case in point, displaying intricate architectures and impressive functions. Understanding how the primary sequence of these complex macromolecules relates to their 3D structure and vice versa is of fundamental interest and the basis for broad technological exploitation of proteins. The proposed research aims to investigate the folding space of proteins, gaining new insights that will help in solving the folding conundrum. Specifically, the frequency and sequence patterns of ordered polypeptides and their physical and structural properties will be experimentally analysed. Based on these data sets, exploratory data analysis can be performed, providing unprecedented insights into protein folding. Generation of quantifiable high quality data is thus of utmost importance for this project. One of the main objectives of this proposal is therefore the development of an ultrahigh-throughput experimental platform for discovery of de novo proteins with unparalleled precision, using state-of-the-art molecular biology methods. Based on cutting-edge mRNA display technology, I will isolate folded polypeptides from naïve libraries with up to 1E13 members in the size range of 50-100 amino acids. Modern bioinformatic analysis, modelling and biophysical characterisation will be performed to analyse the folding space of proteins and derive new empirical folding rules. Given the increasing importance of protein engineering in fundamental research and industry, the results of this study will be of interest to a wide range of scientists. The fellowship will provide training in state-of-the-art techniques such as statistical data analysis and structural b
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 'Markov Chain Monte Carlo using couplings toward scalable statistical inference' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

This project develops a statistical toolbox for the approximation of probability distributions that commonly arise in data analysis. The problem of approximating probabilities arise in many tasks of data science: in Bayesian statistics and its many variants, in classical hypothesis testing with p-values, in likelihood-based methods when the model involves latent variables, in models with intractable likelihoods, in the construction of knockoffs for principled variable selection, for example. State-of-the-art methods for such approximations include Markov chain Monte Carlo (MCMC), where a Markov chain is generated in such a way that it converges to the probability of interest as the length of the sequence goes to infinity. This stands at odds with modern developments in computing hardware, which provide an increasing number of parallel processors, but where each process has a stagnating clock speed. Methods that are amenable to parallel computing must emerge to help scientists in all fields to make the most of their data.  The project builds upon a framework called Unbiased Markov chain Monte Carlo (UMCMC), in which accuracy improves arbitrarily with the number of parallel runs. Each run involves the generation of coupled Markov chains for a random time horizon.Part 1 develops UMCMC to realize its potential as a comprehensive basis for probabilistic computation on modern hardware. The project includes theoretical analyses of cost and measures of efficiency, and methodological innovations towards adaptive, efficient, robust and convenient computation.Part 2 contributes to the applicability of UMCMC, by conceptualizing the design of coupled Markov transitions, and considering a number of challenging settings: distributions supported on submanifolds and their application 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: Describe the novelty, innovation potential and advance beyond the state of the art for 'Bio-based smart packaging for enhanced preservation of food quality.' (BIOSMART).

assistant: **Innovation**

The BIOSMART project proposal has the ambition to develop active and smart bio-based and compostable packages addressing the needs of fresh and pretreated food applications. Moreover, the novel packaging system will form the basis for tailoring performance and functionality to specific flexible and rigid food packages in diverse market segments. A holistic ecosystem approach is pursued by offering solutions that bring enhanced performance and acceptable economics to the value chain and facilitate implementation and large-scale commercialization. Critical issues that differentiate the present packages from the future all-bio-based and compostable ones are enhanced active and smart functionalities that make possible: light weighting, reduced food residues, shelf life monitoring and longer shelf life, easier consumer waste handling, and all this at a competitive cost to the incumbent. The BIOSMART project proposal develops thus encompasses an approach for selectively integrating superhydrophobic surfaces, microencapsulated phase change materials, barrier coatings, sensoring devices, and new bio-active antimicrobial and antioxidants, into all-bio-based multilayer flexible plastic packages. Three generic packaging systems are selected with specific performance needs as defined by current multi-material (eg. pouches, terrines and cardboard/thin film tray). The associate life cycle assessments for the different possible scenarios include the economic feasibility.  Ultimately, this consolidated knowledge is captured in a material selection and packaging performance simulation App. through optimization of all possible variables to meet selected key performance indicators (KPI).
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 'Design et realisation de structures de protection dans les secteurs a risques' (1994-1998).

assistant: **Concept**

In the field of bank offices protection, protective panels are generally well designed to resist individually to different types of aggressions. The weakest point of the complete structures lies in the junction between the armoured panels. Moreover, if the goal is to resist to increasing threats, the resultant increase of panel's weight leads also to technological limits. Consideration has also to be devoted to the fact that customising of the premises dedicated to financial operations becomes a growing requirement. The goal of this research is mainly to define, analyse and test on prototypes new concepts of multi material panels, panels junctions and construction kits for the renovation of existing or new bank offices, with the fulfilment of security rules and requirements. An innovative aspect to this project is the inclusion of smart materials" (with optical fibre sensors) to increase the intrinsic security of the panels when the premises are freely accessible."
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 'Diagnostic Enhancement of Confidence by an International Distributed Environment'.

assistant: **Innovation**

DECIDE (Diagnostic Enhancement of Confidence by an International Distributed Environment), aims at creating a e-Infrastructure to enhance the diagnostic confidence in chronic brain diseases such as Alzheimer and dementia. Proper management of these neurodegenerative diseases are thought to be very important in terms of health-economical point of view. The DECIDE infrastructure will provide the medical community with neuroimaging applications that can take advantage of the use of large reference databases and advanced, computationally intensive algorithms to detect disease biomarkers in individual patients based on structural Magnetic Resonance (MR), functional Positron Emission Tomography (PET) and Single Photon Emission Tomography (SPECT), and electroencephalographic (EEG) images. The DECIDE infrastructure will be built on different layers: networks, GRID and storages, neuroimaging applications, user-friendly customized GUI. The workplans of RTD and SVC activities explain how the e-Infrastructure will be deployed and validated, whilst the NAs activities will take care of dissemination, training and outreach to the medical community. This infrastructure will enable clinicians from hospitals across the Eeurope not owning large sets of normal subject images or/and not equipped with high computation resources or/and not providing computer-aided sophisticated algorithms to support neurological diagnosis, to carry out analyses, remotely and efficiently, by the use of a centralized, user friendly, web-Grid service. The project would like to exploit the state-of-the-art neuroimaging data acquisition, analysis and grid based technology to reduce the burden of  huge cost for the management of the neurodegenerative diseases.
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 'Scalable fabrication process for quantum-circuit refrigerators' under Horizon 2020.

assistant: **Concept**

Quantum computers are emerging as disruptive computational devices. A significant obstacle in scaling up quantum computers is the fact that they exhibit very low tolerance against external perturbations. This means that the quantum processors need to be extremely well isolated from all sources of dissipation during their quantum coherent operation. This generates an increased steady-state temperature and triggers long natural initialization times, i.e., long reset time for the quantum memory. Thus, there is currently a significant unmet need for versatile active refrigeration for quantum devices, which would open up significant business opportunities in many solid-state implementations of quantum technology. This project, Scalable fabrication process for quantum-circuit refrigerators (SCAR), will generate a scalable, standardized process for the manufacturing of quantum-circuit refrigerators (QCRs) as a stand-alone component for cooling the operational quantum degrees of freedom in different types of under-damped quantum electric devices, enhancing their performance. For instance, it provides and efficient way to initialize quantum bits in superconducting quantum computers. SCAR has several objectives that will allow us to build an extensive business case for the subsequent commercial exploitation of our technology. From a technical perspective, we aim to advance our technology from the current Technology Readiness Level (TRL) of 3 to 5, by fabricating junctions with new materials and improved processes and generating a best practice guide for junction characterization and fabrication. From an IP perspective, we aim to generate new IP focused on new materials and new fabrication processes. From a business perspective, our objective is to build a convincing business case