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: Describe how 'Chemical aspects of dna-damage photosensitized by non-steroidal anti-inflamatory 2-arylpropionic acid' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

The aim of the present project is to study the photochemical reactivity of the APAs with DNA. Tiaprofenic acid will be used as a representative member of the APAs family, and selected DNA fragments will be employed as models for the polymeric biomolecule. To be studied: The eletron transfer pathway: The possibility of DNA damage via electron transfer to excited TPA will be investigated using dG as model compound. The energy transfer pathway: The TPA-photosensitized dimerization of thymine will be studied as a model reaction for the energy transfer pathway. The singlet oxygen pathway: The possible involvement of a type II mechanism in the TPA-photosensitized DNA damage will be investigated by using deoxyguanosine as a probe. The hydroxyl radical pathway: The TPA-photosensitized reactions of the thymine will be performed under aerobic conditions, in order to detect the possible formation of such radical intermediates through the identification of the oxidation products arising from oxygen trapping.
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 'Improving and facilitating the participation of russian scientists in the 5th framework programme'.

assistant: **Innovation**

ICARUS will provide Russian research managers and research administrators with information and skills about project management issues within the 5th Framework Programme. The project will be co-ordinated by the 5th FP Regional Information Node (RIN) of Tier in strong co-operation with Russian research institutes and three European experts coming from Sweden, United Kingdom and Germany. Information and skills will be provided trough training manuals, workshops and web-based activities. Training contents will focus closely on the demands of Russian scientists and will be disseminated nation-wide by the RIN-network. ICARUS is expected to contribute significantly to improve the capability of Russian scientists both at research institutes as well as in the industrial sector (including SME) in participating within the 5th FP.
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 'Pollination ecology: how do bees move across the landscape and fashion plant reproduction?' (BEE-MOVE), addressing dissemination and exploitation.

assistant: **Impact**

How pollinators, such as bees, exploit plaHow pollinators, such as bees, exploit plant resources is a fundamental question in biology, with deep ecological, economical and societal consequences. When foraging on flowers, pollinators transfer pollen and mediate the reproduction of plants on which most animals (including us humans) rely on. Understanding the spatial foraging strategies and interactions of pollinators across the landscape is thus a critical scientific challenge to discover their influence on plant mating patterns and pollination efficiency. BEE-MOVE will use an interdisciplinary approach to mechanistically link pollinator movements to pollination efficiency at field scales, thereby crossing boundaries between research on pollinator behaviour and plant ecology. I will focus on two key pollinators worldwide: the buff-tailed bumblebee and the Western honey bee. 1) I will develop a new radar system to record and analyse the individual 3D movements of hundreds of bees foraging simultaneously. 2) I will use arrays of communicating radars and robotic plants to study how bees search and exploit food resources in field setups of several square kilometres, by manipulating key environmental factors such as the density of bees, the 3D distribution of plants, and the nutritional content of nectars and pollens. 3) From these observations, I will build computational agent-based models to investigate the influence of bee spatial strategies on pollination efficiency. Critical experiments will test model predictions in populations of natural plants. The dialogue between observations and simulations will create a positive feedback towards a robust, multi-level understanding of plant-pollinator interactions at the scale of landscapes. In addition to exploring entirely new gro
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 'In-silico simulations for early detection of abnormal bone loads to prevent the development of bony deformities' to be submitted under Horizon Europe.

assistant: **Abstract**

Bones are pivotal to long-term health, providing structural support and facilitating mobility. However, various patient groups commonly develop torsional bony deformities, leading to numerous clinical problems. Understanding, monitoring, and ultimately modifying bone growth is crucial for improving the functional mobility of these patients and preserving lifelong health. Despite recognizing, since the 19th century, that bone growth is influenced by mechanical loads, the specific loading environments leading to typical growth or deformities remain unknown. This project fills this knowledge gap by examining the intricate relationships between mechanical loading, bone growth, and femoral morphology in typically developing children and those with torsional deformities. Quantifying an individuals bone loads and predicting subsequent femur growth poses scientific and technical challenges. I will address these challenges by advancing state-of-the-art, multi-scale simulations to estimate muscle forces, joint loads, and growth plate stresses, and by refining a mechanobiological model to predict bone growth. The simulations will be personalized and validated using medical images and motion capture data  collected longitudinally  from growing children. Each simulation step will be extensively tested and validated. After testing, we will use this framework to investigate the effects of both surgical (i.e., derotation osteotomy) and non-surgical (i.e., gait retraining based on real-time biofeedback) interventions on growth plate loads, providing new insight into the capacity of these treatments to normalize bone growth.This project, if successful, may lead to a paradigm shift away from reactive interventions to treat bony deformities involving invasive surgeries towards proactive no
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 Horizon Europe proposal on 'AI-powered platform for autologous iPSC manufacturing'.

assistant: **Concept**

Induced pluripotent stem cell (iPSCs) can be differentiated into any cell type of the body and transplanted without rejection. The potential of iPSCs to cure health problems including degenerative diseases, cancer, cancer therapy associated disease and defective tissues, is unprecedented in history. However, the current methodologies prohibit standardized production of person's own (autologous) iPSCs, hence rejection is taking place and the therapeutic promise is not fulfilled. Our consortium seeks to develop a new technology that will enable the mass production of personalized iPSCs for autologous adoptive cancer immunotherapies, hematopoietic stem cell transplantation, and tissue regeneration.The consortium will for the first time create an artificial intelligence (AI) guided microfluidic device that standardizes the GMP production of autologous iPSCs fast and at a fraction of the current cost. Moreover, it will conduct cutting-edge single cell genomics and bioinformatics research of iPSC to identify clones of highest quality, and develop a database that will be the basis for AI software  to select clones that meet clinical standards. The consortium comprises of experts in microfluidics engineering  process automation for cell therapies, stem cell molecular biology and bioinformatics, GMP production, and AI modelling. The participating companies, startups, and universities are amongst the leading in Europe, and will promote the positions of female and early career participants from developed and developing European countries. The consortium aims to reach TRL3 prototype stage, and have created a concrete exploitation plan to develop the technology further for implementation in cancer therapy and regenerative medicine. Altogether, we propose to create revolutionary tech
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 'Building data scientist to help us dive deep into the very large amount structured time series data pertaining to building energy use' in the context of a Horizon 2020 call.

assistant: **Objectives**

We are looking for a Building data scientis to help us dive deep into the very large amount of structured time series data pertaining to building energy use and help automate insights gleaned from sophisticated model based energy analys into scalable rule based recommendation systemThe Building Data Scientist will be responsible for modelling, but will work closely with Energy Efficiency Engineers and the Software Developers, also assist on new R&D initiatives as needed.As a member of an innovative startup on a rapid growth path, the ideal candidate must be able to juggle multiple responsibilities, be comfortable in developing cutting-edge statistical and machine learning algorithms as well as have the ability to switch contexts rapidly between research literature searches, rapid algorithmic prototyping, as well as assisting in code testing and deployment.We have devised a career path for the 12 month grant to assure the best integration in the team, skills development and innovation results for the project.We expect an important impact resulting from the recruitment as far as the intelligence analysis features of the software platform is concerned. Innovation resulting from the ability to assess energy efficiency remotely without going on site, therefore at a fraction of the time and cost. This innovation will be supported by the development of AI algorithms and building energy models using limited input information. AI algorithms will enable us to perform a virtual energy audit, assessing energy end-use disaggregation (heating and cooling), time schedules, etc then establishing first energy saving recommendations measures: load shifting, abnormal consumption, energy equipment start and stop optimal sequencing, etcBuilding energy modelling determining the building ener
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 'Wallturb: a european Synergy for the assessment of wall turbulence' to be submitted under Sixth Framework.

assistant: **Abstract**

The WALLTURB project is a challenging research program, completely in the objectives of the FP6 inAeronautics and of strong industrial interest at intermediate and long term.The global aim of WALLTURB is to bring in four years a significant progress in the understanding andmodelling of near wall turbulence in Boundary Layers. This goes through : - generating and analyzing new data on near wall turbulence, - extracting physical understanding from these data, - putting more physics in the near wall RANS mode ls, - developing better LES models near the wall, - investigating alternative models based on Low Order Dynamical Systems (LODS). To reach these objectives, the WALLTURB Consortium will take advantage of : - the recent progress in the experimental and nu merical approaches of turbulence, - the complementary skills of leading teams in Europeworking on turbulence. It will generate a large and original database, with recent and relevant data about near wall turbulence (from both experiments and DNS already available at the partners). This database will be shared by the partners to extract relevant physical data.The consortium will also generate new experimental and DNS data, allowing to assess Adverse Pressure Gradient Turbulent Boundary Layer physics, wi th and without separation, to go in the common database.This database will be extensively used by all the partners to improve RANS, and LES near wall turbulence models and to develop a LODS/LES coupling near the wall.The work performed will allow to make a vailable new turbulence models based on a detailed physicalcharacterisation and to assess the relative merits and drawbacks of these models. These models will be assessedby two leading industrial in the field of aeronauticsTo summarise, WALLTURB will tak e advantage o
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 'DIGITAL HANDLING AND DISTRIBUTION OF PERSONALIZED PRESS CLIPPINGS' (EDITO), addressing dissemination and exploitation.

assistant: **Impact**

EDITO is developing an application for press editors to deliver advanced on-line news services. The system is intended to retrieve press cuttings from a large newspaper database, filtered according to the subscriber-specified subject. It has tools for viewing, marking up and entering articles, for automatic global indexing over all articles and newspapers, and for individually enquiries in several languages. Besides using semantic modelling techniques to give accurately profiled information, the system will offer spin-off services such as access to full back issues from clippings and a searchable on-line database of past newspapers.The Market Situation A large number of players have been invading the information highways over the year, to propose a wide range of retrieval tools, from basic compilers (Yahoo, Altavista, Excite,...), to intelligent agents. Most of these are American in origin and pay little attention to mutlilingualism or local concerns. In the US, press clipping services are now migrating to the on-line market where the electronic press has a 4% share. In the European Union where on-line electronic publishing has been limited to a few servers, four American distributors are planning press clipping services which will access multiple news sources. In France two of the main distributors are offering clippings from about ten news sources but these are only available on Minitel. In Europe, electronic publishing of news is still an emerging market whereas in the US it is more firmly established. There the nine main news providers supply information from 20 to 30 sources, but very few in full text; they have between 100-600,000 subscribers each and pay the newspapers a commission of 10-20% of their revenue. This is growing at about 20% annually. The distributio
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 'Crop yield forecasting and Production estimates' to be submitted under Sixth Framework.

assistant: **Abstract**

Specific Objectives:1. To maintain and improve the MARS Crop Yield Forecasting System (MCYFS), databases (Meteorological, Agro-Phenology) and software (Control Board, new release of CGMS);2. To maintain, improve the content of the MARS-OP web site, to foster the use of the site and give support to the users of the information;3. To initiate a Pasture Monitoring System;4. To implement the new soil database into the Crop Growth Monitoring System;5. To organize training courses and workshop for stakeholders of the MARS Crop Yield Forecasting System;6. To give support to Eurostat and DG-AGRI in relation to the EC agriculture statistics activities: i.e. Agromet system and Lucas survey.Anticipated milestones and schedule 1.1 Reports and forecasts on Pan European Crop Yield - 6 Bulletins + ad-hoc Bulletin on request. (from February to November). 1.2 Report on methodologies and quality assessment of the MARS Crop Yield Forecasting System - 1 (1st semester). 1.3 Study report on Pasture - 1 report (first semester). 2.1 Updated and New Database, software, web site, pilot products (from January to December). 2.2 Study report on Crop parameters on Candidate Countries (1st semester). 3.1 Pilot-Operational Pasture Monitoring System (2nd semester). 4.1 New release of CGMS (1st semester and 2nd semester. 5.1 Training courses and workshop. 4 in total, 1 first semester; 3 second semester. 6.1 Participation to Eurostat working groups and DG-AGRI Outlook meetings. (February, April, June, July, October, November).Planned Deliverables:1.1 Reports and forecasts on Pan European Crop Yield - 6 Bulletins + ad-hoc Bulletin on request;1.2 Report on methodologies and quality assessment of the MARS Crop Yield Forecasting System - 1.1.3 Study report on Pasture - 1 report;2.1 Updated and New Database,
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 'Cycle-Sculpted Strong Field Optics' under Seventh Framework.

assistant: **Concept**

The past decade saw a remarkable progress in the development of attosecond technologies based on the use of intense few-cycle optical pulses. The control over the underlying single-cycle phenomena, such as the higher-order harmonic generation by an ionized and subsequently re-scattered electronic wave packet, has become routine once the carrier-envelope phase (CEP) of an amplified laser pulse was stabilized, opening the way to maintain the shot-to-shot reproducible pulse electric field. Drawing on a mix of several laser technologies and phase-control concepts, this proposal aims to take strong-field optical tools to a conceptually new level: from adjusting the intensity and timing of a principal half-cycle to achieving a full-fledged multicolor Fourier synthesis of the optical cycle dynamics by controlling a multi-dimensional space of carrier frequencies, relative, and absolute phases. The applicant and his team, through their unique expertise in the CEP control and optical amplification methods, are currently best positioned to pioneer the development of an optical programmable “attosecond optical shaper” and attain the relevant multicolor pulse intensity levels of PW/cm2. This will enable an immediate pursuit of several exciting strong-field applications that can be jump-started by the emergence of a technique for the fully-controlled cycle sculpting and would rely on the relevant experimental capabilities already established in the applicant’s emerging group. We show that even the simplest form of an incommensurate-frequency synthesizer can potentially solve the long-standing debate on the mechanism of strong-field rectification. More advanced waveforms will be employed to dramatically enhance coherent X ray yield, trace the time profile of attosecond ionization in 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 executive summary for the EU project 'Sustainable Supply Chains Design for Energy and Products: Environmental and Economic Criteria' (SSCD) targeting Seventh Framework.

assistant: **Abstract**

The integration of process, supply chain, and network design with sustainability is the main focus of this proposal.  The goal of the proposed work is to aid the cost-effective improvement of the sustainability and general environmental performance of manufacturing processes and business supply chains. This is to be done by combining concepts and methods from the P-Graph framework for network and process design, with process and supply chain concepts, and ideas and methods from sustainability and sustainable environmental management. The concrete result is expected to be a computer-aided methodology for designing manufacturing processes and sustainable supply chains in terms of cost and sustainability metrics by utilizing the P-graph framework. The methodology will be embedded in practical software suitable for incorporation into existing computer-aided processes and supply chain design.  The proposed work would be an outcome of the fellow (Heriberto Cabezas) and the research group led by the creators of the P-Graph framework at the University of Pannonia. The fellow currently serves as Senior Science Advisor to the Sustainable Technology Division at the Office of Research and Development, U.S. Environmental Protection Agency, and he has been creator of much of the theory underlying the development and application of science-based metrics to sustainability.  The p-graph framework provides a mathematically rigorous procedure for synthesizing optimal and alternative suboptimal networks subject to multiple objectives and constraints, which include profitability and sustainability in the proposed methodology. Specifically, to evaluate the sustainability of a given process under construction including its supply chain, sustainability metrics are inherently incorporated into