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 an executive summary for the EU project 'TEYME EYE VINEYARD SPRAYER' (TEVINS) targeting Horizon 2020.

assistant: **Abstract**

Agricultural technology is among the most revolutionary and impactful areas of modern technology driven by the fundamental need for feeding an ever-growing population. Its development has to serve the agriculture that is environmentally sustainable and cost competitive. That means fewer pesticides application, less water consumption and more efficient use of machines. Excessive use of pesticides for the suppression of insect pests, diseases and weeds has significant impact on the human health and environment. It is estimated that about 50% of all pesticides applied do not reach their intended target consequently increasing negative impact on environment, but also production costs thus implying that application of pesticides have to bedone with higher accuracy. Agriculture production cost is furthermore burdened by high cost of crop protection, particularly in grapes and other fruits growth. In permanent and close cooperation with fruit growers TEYME has recognized the mentioned challenges and developed technology to enable reducing the use and negative impact of pesticide. TEYME has improved the existing state of the art pneumatic sprayers for vineyards by patented spraying technology supported by guidance system based on video input. The control system is capable of controlling the spraying rate of individual spraying nozzles based on video input algorithms. Machine vision algorithms are providing information about canopy, foliage density and all necessary data that not only guide the process of spraying but also provide vital data for farmer such as growth rate and health status of the vineyard. TEYME's solution under TEVINS brand name will decrease use of pesticides in vineyard and orchard up to 60% and reduce it operations cost up to 25%. Project Commercial objectiv
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Describe how 'Symmetric Cryptography in the Post-Quantum World' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

As years go by, the existence of quantum computers becomes more tangible and the scientific community is already anticipating the enormous consequences of the induced breakthrough in computational power. Cryptology is one of the affected disciplines. Indeed, the current state-of-the-art asymmetric cryptography would become insecure, and we are actively searching for alternatives. Symmetric cryptography, essential for enabling secure communications, seems much less affected at first sight: its biggest known threat is Grover’s algorithm, which allows exhaustive key searches in the square root of the normal complexity. Thus, so far, it is believed that doubling key lengths suffices to maintain an equivalent security in the post-quantum world.The security of symmetric cryptography is completely based on cryptanalysis: we only gain confidence in the security of a symmetric primitive through extensive and continuous scrutiny. It is therefore not possible to determine whether a symmetric primitive might be secure or not in a post-quantum world without first understanding how a quantum adversary could attack it. Correctly evaluating the security of symmetric primitives in the post-quantum world cannot be done without a corresponding cryptanalysis toolbox, which neither exists nor has ever been studied. This is the big gap I have identified and that I plan to fill with this project.Next, doubling the key length is not a trivial task and needs to be carefully studied. My ultimate aim is to propose efficient solutions secure in the post-quantum world with the help of our previously obtained quantum symmetric cryptanalysis toolbox. This will help prevent the chaos that big quantum computers would generate: being ready in advance will definitely save a great amount of time and money
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 Fifth Framework proposal on 'Multicentre medical patient data management intranet'.

assistant: **Innovation**

MEDNET aims at the development and application of a system, on a safe intranet, for multicoated patient data analyses in medicine. The aim and purpose of this development is to interlink multiple medical institutions for the collection and exchange of anonymous medical patient data for the purpose of performing comprehensive statistical evaluations, which have not been feasible until now for logistic reasons, thus multicoated studies will be part of MEDNET. The system will feature standardised multimode input facilities, including web-based forms, multilingual speech and mobile (bedside) options. A knowledge-based system will query the data pool and provide cornuted-assisted differential diagnosis in evidence-based medicine and the system will provide documentation of individual medical patient data. Planning of exploitation is an important part of the project in a separate work package.
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 'Concept and Approach' section for a Seventh Framework proposal on 'Implications of the Dynamic Nature of Portfolio Delegation'.

assistant: **Concept**

The asset management industry is a 60 trillion euros industry world wide, with a ratio of assets under management by asset managers to GDP around 100 percent. Despite the prominence of financial intermediaries in financial markets, our understanding of the portfolio delegation relationship, and its equilibrium asset pricing and contracting implications is at its infancy. The recent financial crisis has further underscored the importance of better understanding the incentives of financial intermediaries, the distortions induced by these incentives, the contracts that can help mitigate these distortions, and the impact of their trading on asset pricing dynamics.One key feature that is at the core of the asset management relationship is its dynamic nature: investors can, and do, periodically re-allocate funds between managers and between funds and other investment vehicles. The magnitude of fund flows, both over time and accross funds at a given point in time, have been shown to be quantitatively large relative to assets under management. The ability of investors to quickly pull money out of funds at a time of crisis can have significant ramifications for the stability of the financial system.Understanding implications of the dynamic nature of the delegation relationship is imperative in order to understand multiple aspects related to delegation and financial markets at large, including: risk taking behavior by funds; welfare implications for investors who invest in funds; what regulatory restrictions should be imposed on contracts; the evolution, past and future, of the asset management industry; securities return dynamics.The objective is to develope models that will incorporate dynamic flows in settings that will allow studying implications and deriving empirical predic
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 'EU Relevant, Inclusive, Timely, Trusted, and Open Research  Innovation Indicators' in the context of a Horizon 2020 call.

assistant: **Objectives**

Big data and data analytics offer significant opportunities to transform Research and Innovation (R&I) policy with a new generation of more relevant, inclusive and timely indicators than those already available, potentially enabling better decisions with bigger (and better measured) impacts. However, concerns about the representativity, accuracy and interpretability of new data sources and methods is slowing down their acceptance. EURITO brings together a unique consortium of organisations with strong capabilities in R&I policy, big data analytics, machine learning and data visualisation with the goal of taking new data sources and methods from the periphery of R&I policy to its core.  To achieve this, we will adopt a work process inspired by the findings of a DG RTD funded project on Data Mining for Research and Innovation Policy that Nesta was involved with as a technical expert. We will start with a scoping stage where we engage with policy and data stakeholders to discover R&I policy user needs, then turn those needs into agile R&I analytics data pilots in a exploratory stage. We will scale-up the most promising pilots to generate next generation, relevant, inclusive, timely and open R&I indicators, which we will then validate rigorously, and communicate using interactive visualisation tools that support decision-making, encourage further exploration of the data, and open it up to wider audiences, making R&I policy-making processes more transparent and democratic.The potential impacts of EURITO include better informed and targeted R&I policies, new opportunities for innovation that build on the open data, open code and open knowledge developed throughout the project, an enhanced understanding of innovation systems, and new opportunities for information sharing and c
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 'Molecule design for next generation solar cells using machine learning approaches trained on large scale screening databases' (MolDesign) targeting Horizon 2020.

assistant: **Abstract**

Research in organic electronics has already generated important applications, such organic light emitting diodes (OLEDs) in mobile displays that are already indispensable in our everyday life. Other applications, such as large scale displays and lighting, lightweight and flexible organic photovoltaics, carbon-based electronic paper, organic sensors and RFID tags, are under intense investigation.The multifunctional character of these applications poses enormous challenges for the development of novel materials, which are hard to meet with the present day trial-and-error strategies. The MolDesign project thus aims at computational material design by combining accurate but involved materials simulation methods with inexpensive novel machine learning methods to enable large scale guided materials screening. These methods will be used to improve small-molecule organic semiconductors, which are used as absorber materials in vapor-deposited organic solar cells. While some materials of this class are almost at the photovoltaics market, there is much room for improvement regarding properties such as charge carrier mobility as well as the integration of organic material into completely new applications, such as hole transport materials in highly promising perovskite solar cells.
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 'Holistic Quantum Mechanics Based Platform to Accelerate Drug Discovery'.

assistant: **Innovation**

Drug discovery & development projects are long processes that take approximately 15 years from the moment a moleculartarget is discovered to its market launch. During the past two decades, the costs of new drug development has increasedfrom €1 billion in 2000 to €2.58 billion in 2015.The increase is due in part to the difficulty to find New Molecular Entities (NME) subject to be patented. Computer-aideddrug design (CADD) tools are used to perform virtual screening, design and the optimization of candidate molecules, butthey focus in single aspects of the molecule (e.g. activity or toxicity) giving a narrow view at each development stage of theearly drug discovery process, translating into expensive design cycles. The chemical space is very large and simpletherapeutic areas have already been explored, therefore, the quality of the data obtained with CADD solutions is low. Only4% of NMEs will successfully make it from the initial discovery phase to launch.To solve this problem, Pharamacelera has developed PharmScreen2, a unique and propiesoftware for drug discovery using novelmolecular descriptors that enables accurate predictions of molecular properties of candidate molecules, which therebyincreases the success rate of leads identification by 3x and will reduce the overall costs of drug design & developmentprocesses by 25%. PharmScreen2 is the only software that integrates the capability of performing advanced simulations ofall the properties that are key in later drug discovery stages, such as activity, absorption, distribution, metabolism, toxicity(ADME-Tox) giving a holistic view. PharmScreen2 can analyse behaviors of new candidate molecules, predict thecompounds’ performance in later stages and identify undesired effects early.The main objective of this project is to
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 'Strengthening of the RDI potential for advanced materials and composites to enhance the performance of the electrical industry' in the context of a Sixth Framework call.

assistant: **Objectives**

The INDUMAT aims to strengthen the ICPE-CA research and innovation activity to be able to participate in FP6 consortium, taking in account that FP6 contributes to build the European Research Area. The Specific Programme from FP6, ?The Integrating and Str engthening of the European Research Area?, can be seen as a driving force for European socio-economic growth, bringing together the scientific communities, companies and researchers of Europe. In the same way is structured the INDUMAT proposal, the final goal being to use research as a driving force for Romanian socio-economic growth, in the field of electrical engineering, through ICPE ? CA. The way to realize this aim is to improve the level of excellence and to acquire the European level and is follo wed by INDUMAT, having following objectives: ? Improvement of the infrastructure; ? Improvement of the excellence in research; ? Promotion of young researchers; ? Dissemination of the research results; ? Increase the participation of industry and stakehold er in the determination of priorities of public research; ? Promoting technology transfer for industry and spin-off creation; ? Improvement of joint RDI activity with Romanian and European universities. Therefore, this project shall increase the knowledge about FP 6 amongst researchers and by this way to promote the participation of ICPE?CA in FP 6 projects. Our goal is to mobilize already existing and emerging human and material resources in order to create synergies and additional momentum for these top ics in ICPE?CA.
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 'Research and training network on understanding Deep icE corE Proxies to Infer past antarctiC climatE dynamics' (DEEPICE) targeting Horizon 2020.

assistant: **Abstract**

DEEPICE aims to train a new generation of European researcher (15 ESRs) working on scientific issues related to climate change in Antarctica by taking advantage of the unique scientific dynamic of the new European ice drilling ""Beyond EPICA"" which started in 2019 to extract a 1.5 million years old Antarctic ice core. The consortium gathers  complementary expertise in instrumentation (for field conditions in extreme conditions or in the laboratory for the precise analysis of small ice samples), statistic tools as well as glaciological and climatic modeling from 10 different countries.  The ESRs will carry out  their individual research projects with a focus on an analytical or modeling subject in a strong interdisciplinary and intersectoral environment keeping in mind the importance of a combined data-model approach and with an active participation in science mediation in the field of climate change. The DEEPICE project will set up an innovative training program allowing the trained ESRs to acquire essential core and additional skills in instrumentation, ice core analysis, statistics and modeling, as well as a wide range of soft skills fostering their career perspectives. Especially, a thematic school will allow students to get in touch with different scientific mediators, publishers, journalists and political advisers. The research and training program gives an important place to scientific mediation and communication of obtained results to the general public and more specific stakeholders. After having completed the training, DEEPICE’s ESRs will be fully equipped for engaging in academic and non-academic careers related to glaciology, climate change, geophysics and instrumentation in geoscience.""


**Keywords:** Antarctic deep ice cores, Innovative instrumentation 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 'Precise and accurate determination of isotope ratios by multi-collector ICP-MS in transient signals: application to chromatographic separations and speciation analysis', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

Multicollector inductively coupled plasma mass spectrometry (MC-ICP-MS) has resulted in an important tool for highly precise and accurate isotope ratio measurements and thus opening new horizons in research.The hyphenation of MC-ICP-MS to chromatographic separation techniques, like liquid chromatography (HPLC) or gas chromatography (GC), opens the possibility to precisely determine element isotope ratios within speciation applications. This approach will be invaluable in the attempt to further elucidate environmental, biological and geochemical pathways and the final fate of elements and element species.The wide experience and modern instrumentation of the Mass Spectrometry Centre, which is part of the Scientific-Technical Service of the University of Oviedo (Spain), has turned it into a recognized research centre for trace metal speciation and isotopic analysis at Spanish and European level.The acquisition within this year of a MC-ICP-MS instrument, the first one in Spain, will consolidate its prestige in this field. The aim of this research project is the development of methodologies for isotope ratio measurement with MC-ICP-MS in transient signals obtained after a chromatographic separation (HPLC and GC).HPLC separations will be used for- geochemical dating (Rb-Sr and Nd-Sm) and food science based on Sr isotope ratios, and- for the study of highly contaminated areas based on the isotopic fractionation of Fe and S species. The GC separations will be applied to:- the speciation of organotin compounds,- the certification of 119Sn-labelled butyltin compounds which have been prepared at the University of Oviedo, and- the measurement of S isotope ratios in organosulphur compounds (aminoacids and petroleum compounds).
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 'Beyond the Genetics of Addiction' to be submitted under Seventh Framework.

assistant: **Abstract**

My proposal seeks to explain the complex interplay between genetic and environmental causes of individual variation in substance use and the risk for abuse. Substance use is common. Substances like nicotine and cannabis have well-known negative health consequences, while alcohol and caffeine use may be both beneficial and detrimental, depending on quantity and frequency of use. Twin studies (including my own) demonstrated that both heritable and environmental factors play a role.My proposal on substance use (nicotine, alcohol, cannabis and caffeine) is organized around several key objectives: 1. To unravel the complex contribution of genetic and environmental factors to substance use by using extended twin family designs; 2. To identify and confirm genes and gene networks involved in substance use by using DNA-variant data; 3. To explore gene expression patterns with RNA data in substance users versus non-users; 4. To investigate biomarkers in substance users versus non-users using blood or urine; 5. To unravel relation between substance use and health by linking twin-family data to national medical databases.To realize these aims I will use the extensive resources of the Netherlands Twin Register (NTR); including both the longitudinal phenotype database and the biological samples. I have been involved in data collection, coordination of data collection and analyzing NTR data since 1999. With my comprehensive experience in data collection, data analyses and my knowledge in the field of behavior genetics and addiction research I will be able to successfully lead this cutting-edge project. Additional data crucial for the project will be collected by my team. Large samples will be available for this study and state-of-the art methods will be used to analyze the data. All t