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 'Integrated solutions for intermodal transport between the EU and the CEECS' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

The objective of the project is the definition of an intermodal transport network for goods transport between EU and CEECs (rail, road, inland waterways, short sea shipping).In order to achieve this aim the identification of a Pan-European intermodal transport network, the specification of technical performance indicators, market determinants and parameters for regulatory framework conditions, analysis and assessment of status quo and forecast on future demand (horizon 2015) are needed.The project will be an important step for the needs for development of transport infrastructure by identifying measures for improving the intermodal network between the EU and the CEECs to facilitate the enlargement. The improvement of intermodality will be an important contribution to the development of sustainable means of transport. The inclusion of common standard, in particular technical standards, will improve interoperability between the EU and the applicant countries.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Physics-Informed AI platform for modeling of industrial cyber-physical systems' (Simularge) under Horizon Europe.

assistant: **Objectives**

Simularge aims to reduce the manufacturing waste within Europe and beyond. Industrial waste makes up at least 50% of global waste, and much of that waste is the result of poor-quality products from manufacturing processes. Simularge will help workers reduce waste and lower the cost of quality, as bad quality creates waste.Simularge patent-pending deep-tech solution (WO2021118478) combines physics-Informed AI platform for modeling of industrial cyber-physical systems. It will optimize the production operations, minimize the use of raw materials, optimize the quality of products, and will help detecting in-time defective raw materials and products. The combination of these processes will contribute to reduce carbon footprint. Besides, by optimizing the energy usage and eliminating defected parts based reuse, a huge contribution will be made towards zero emission.Simularge does not require any knowledge about a specific programming language as it is a No-Code platform, it includes mechanics, AI, and analytics for the developer GUI. The App Gui shows the different functionalities with warning and alerts such as (Optimum Pressure, Temperature, etc.). Then the set of parameters will apply to the machine that is part of the production and manufacturing process.According to GMI3, the digital twin market size exceeded €4.2Bn in 2020, and it is expected to grow at over 35% CAGR between 2021 and 2027. We aim to target the smart manufacturing market, as we believe that our solution will be a perfect match and this programme will accelerate our business' reach. Simularge platform aims to reach €1M (ARR) within 2 years and €56M (ARR) within 5 years.


**Keywords:** Machine Learning, Artificial Intelligence, Web Based Application Development, Cloud Computing, Mechanical Engineering, 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: Describe how 'Flexible Autonomous Cost efficient Energy Source and Storage' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

In this project roll-to-roll printed organic solar cells (OSCs) and thin film batteries (TFBs) are developed, manufactured and integrated to a flexible autonomous cost efficient energy source. This kind of energy source concept has huge potential to be integrated into different low cost large area electronics applications such as posters, wireless keyboards, large-area sensor networks. In order to reduce manufacturing costs of this application field the fabrication is transferred to a roll-to-roll process which enables cost-efficient and large area processing. Thus the technology can be also integrated to conventional printing processes used in the industry.<br/>So far printed OSCs and TFBs have been studied and manufactured using sheet fed laboratory scale machines. The goal of the Flexible Autonomous Cost efficient Energy Source and Storage" (FACESS) project is to manufacture efficient organic solar cells (OSCs) and a thin film battery (TFB) on flexible substrate using commercially available materials and cost efficient roll-to-roll (R2R) mass production techniques, printing, as well as integrate a control transistor circuitry on a foil. The ultimate goal is to integrate these three structures to a single assembly resulting in a flexible, fully autonomous energy source. In this assembly organic solar cells harvest the solar energy and charge the thin film batteries which provide the electricity for an external load. The Si-based transistor circuitry integrated on the foil controls the charge operation. <br/>The effort of the FACESS consortium is to create a new technology that is derived from the strengths of European region, to the area of low cost power source manufacturing and its utilisation in different applications. The competitiveness of European industry in th
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 'Functional brain magnetic resonance imaging: methodological developments, quality control and establishment of clinical protocols' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

To develop Magnetic Resonance Imaging for studying human brain function. The aim of the project is to establish a firm understanding of the neurophysiological mechanisms of brain activation, which will lead to the development of standardised protocols for clinical applications. This will also include the development of simple and easy-to-use tools for quality control for such examinations.To expand our understanding of the basic methodology required for functional brain MRI and of the problems in interpretation of functional MRI data, correlate MRI results to other functional modalities, such as PET and MEG, and collectively develop data analysis tools for functional brain mapping. Optimisation of MRI techniques will involve investigation of imaging sequences, static field strength, hardware and computational capabilities, and the physiology underlying the observed MR signal changes. Several approaches will be investigated, based on blood oxygenation (BOLD), blood flow and blood velocity measurements in small and large vessels as well as other and potentially more direct measurements of neuronal activity. Similarly, fast spectroscopy methods will be implemented to investigate metabolic changes during brain stimulation. These studies will provide a better understanding of the mechanisms of coupling between neuronal/synaptic activity, metabolism and hemodynamics, and of the limitations or artifacts in functional MRI data. Standardised task paradigms will be developed within the constraints imposed by the physiology of the response. These paradigms will be applicable across imaging modalities to permit cross-validation within the same subjects. A significant feature will be joint programmatic development of data analysis tools. A common platform for functional; brain data
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 'Industrial scale-up of Pulsed Electric Fields technology for natural fruit juice processing' to be submitted under Horizon 2020.

assistant: **Abstract**

The increasing consumers’ interest in minimally processed foods, with high nutritional values and more “fresh-like” characteristics is pushing food processors towards the search for viable alternatives with respect to already settled procedures used for Mass Transfer processes. Through the PUREJUICE project, Energy Pulse Systems (EPS) will validate the implementation of a novel Pulsed Electric Fields (PEF) system within the juice production lines of different fruit matrices: pear, red fruits/berries, tropical fruit, stone fruit and grapes. PUREJUICE constitutes a promising alternative or complement to the standard enzymatic maceration stage for the pre-treatment of raw materials in fruit juice processing. Starting from remarkable results obtained with the EPULSUS technology applied to “natural” apple juice production within the industrial facility of a global producer, PUREJUICE aims to prove the technological and economic feasibility of the application of the Apple solution to the processing of other fruits. The technological feasibility evaluation will be carried out by analysing the current production process for the selected fruits, followed by the experimental validation of the performances of PUREJUICE with sample batches collected from the customers, and the estimation of the impact of the PUREJUICE implementation on the overall process. In parallel, the economic feasibility study will be focused on ensuring that the PUREJUICE technology represents a sustainable business opportunity for EPS. Our objective is to manufacture and distribute the new system, with the purpose to provide customer companies operating in natural fruit juice processing with a clear competitive edge through the achievement of three main goals: 1) extraction yield increase, 2) enhancement of
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 'Inheritance, expressivity and epistasis hidden behind the phenotypic landscape of natural populations' (PhenomeNal).

assistant: **Innovation**

Elucidating the causes of the awesome phenotypic diversity observed in natural populations is a major challenge in biology. It is now clear that the understanding of traits is not only hampered by non-heritable factors such as the environment and epigenetic variation, but also confounded by the lack of complete knowledge concerning the genetic components of traits. More than a century after the rediscovery of Mendel’s law, the genetic architecture of traits still resists generalization. First, this is increasingly evident as shown by recent genome-wide association studies, where identified causal loci explained relatively little of the heritability of most complex traits, leading to the “missing heritability”. Second, we also have recently shown that monogenic mutations can display a significant, variable and continuous phenotypic expression, called expressivity, across different genetic backgrounds. Altogether, these observations clearly indicate that a better understanding of the genetic architecture of traits requires a deeper knowledge of the variability of the phenotypic effect of genetic variants across an entire population. In the frame of the Phenome'N'al project, I plan to marry classical but high-throughput genetic methods with new approaches based on population genomics to connect the phenotypic and allelic landscape by taking advantage of the powerful budding yeast model system. With our recent completion of the whole genome resequencing of over 1,011 natural isolates (http://1002genomes.u-strasbg.fr/), plus the accompanying phenotyping efforts, we have currently one of the best understanding of the natural genetic and phenotypic diversity of any eukaryote model system to date. These datasets will lay the foundation of Phenome'N'al, which aims to dissect the
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Temporary inconvenience or early warning signs? A new take on maternal symptoms in early pregnancy and their consequences.' (AuditeMatrem) under Horizon Europe.

assistant: **Objectives**

Pregnancy is a unique time of life where mother and child live in symbiosis. This relationship however induces multiple symptoms for mothers including nausea, vomiting, bleeding, pain, fatigue and many more. In their majority, symptoms pass without adverse consequences and are thus understudied. Instead of a temporary inconvenience, what if maternal symptoms were the key to understanding and preventing harmful consequences for both mother and child?So far, research on pregnancy has primarily focused on complications, maternal survival, and fetal health. Very little is known on the biological underpinnings of the wide range of symptoms mothers experience in the first half of pregnancy, leaving families and healthcare professionals inadequately informed about potential health consequences. Nausea and vomiting is a notable exception, where fetally-expressed proteins have recently been demonstrated to cause maternal symptoms. My recent research has further disentangled the respective contributions of the fetal and maternal genomes and characterized the trajectory of genetic signals over time. In addition, my team has established innovative approaches to study proteins accounting for haplotypic variation, paving the way for new research on how symptoms are mediated between mother and child. These findings open the opportunity to turn the tables, give overlooked maternal symptoms long overdue scientific attention, and unlock their potential in antenatal care.I hereby propose the creation of a new research framework that will 1) establish pregnancy profiles based on maternal symptoms, 2) reveal their genetic and proteomic underpinnings through the establishment of novel proteogenomic methods, and 3) resolve how maternal symptoms link to pregnancy complications and later health
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 'REDUCING BYCATCH OF THREATENED MEGAFAUNA IN THE EAST CENTRAL ATLANTIC' in the context of a Horizon Europe call.

assistant: **Objectives**

REDUCE will unify stakeholder efforts and utilize an interdisciplinary scientific approach to reduce bycatch of marine megafauna and inform sustainable fishery management in the Eastern Central Atlantic Ocean. The diagnosis and integration of bycatch data across all industrial European fleets in the region, linked with fishing effort and the spatiotemporal distribution of the species, will provide a systematic approach to jointly assess and tackle policy challenges. The expansion and improvement of the observer programmes and the advances in electronic monitoring and automated machine learning systems will enable species-specific and high-resolution data of marine megafauna bycatch. Fine-scale GPS tracking of selected species combined with AIS fishery data in concurrent time will allow understanding key drivers of interactions and infer political responsibilities. New fine-scale tracking data of carefully selected species in the region will allow for a better understanding of their abundance and distribution and post-release mortality. Sightings, fishery catches and tracking data on marine megafauna will be combined to provide a step-changes in predictive habitat mapping approaches to understand overlap and bycatch risk from local to basin-scales. The combination of timeseries of sightings, fishery catches, GPS and GLS tracking and capture-mark-recapture studies, will provide an unprecedented view on megafauna hotspots and the risks and impacts of bycatch, boosting marine spatial planning or pelagic waters. Assessment and testing of mitigation measures will identify key approaches to significantly reduce bycatch in the region. Innovative and efficient data handling, sharing and publishing will establish an integrated approach to the bycatch data community. Capacity and
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'Population Dynamics under Global Climate Change'.

assistant: **Concept**

This study is the first to comprehensively address the impacts of climate change (CC) on population trends. Existing studies on population and CC focus either on the effects of population growth on CC or on identification of populations at risks to climatic hazards. There is virtually no literature on the mechanisms and the extent to which CC affects and will affect demographic outcomes.  It is even not clear whether CC may increase or decrease fertility, mortality and migration. Being the first study to comprehensively and systematically address this issue, this project is very timely given that CC impacts have already been felt and are forecast to be much stronger in the future.The project has four main objectives: 1) to study the way (direction and extent) in which CC influences demographic outcomes; 2) to examine the differential impacts of CC on subgroups of populations; 3) to identify the mechanisms through which CC influences demographic outcomes; 4) to forecast future population dynamics under climate change.The project will analyse fertility, mortality and migration separately, using a variety of methodologies and datasets. Results from these analyses will then be used to inform the population projections under future CC scenarios. Our methodological approach is innovative. We will utilise and combine geo-referenced climate, demographic and socioeconomic data from different data sources (surveys and social media data) at the individual-, regional and country-level. Structural equation models are employed to identify the causal pathways and machine learning method is used to handle large-scale data. Results will be particularly important for: 1) helping the scientific community in building more realistic scenarios about populations trends under the rapid pace of
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write clear, measurable objectives and define the scope for the project 'Environmental cancer risk, nutrition and individual susceptibility' (ECNIS) under Sixth Framework.

assistant: **Objectives**

This Network of Excellence will be focused on exploring the potential of biomarkers of exposure as well as bioindicators ofdisease to study how diet and hereditary factors can influence environmental cancer risk with the ultimate goal to reduce thecancer burden in Europe.Bringing together researchers from different disciplines to identify data gaps and forward suggestions for improvements ofexisting techniques, as well as to utilize common material and human resources, will facilitate the creation of a dynamic European consortium in the area of environmental cancer risk, nutrition and individual susceptibility, that not only conductsresearch, but that is also capable of providing support to regulators, industry and the general public.The objectives of ECNIS have been classified into the following four groups of Activities: The Integrating Activities aimed to establish a durable network of strongly collaborating participants, using harmonized,integrated resources, data bases, procedures and quality standards for common use as a base for performing coordinatedjoined research activitiesThe Joint Research Activities, focused on the exploitation of technological and scientific innovation in a nutrition andmolecular cancer epidemiology with a ultimate use for cancer riskThe Spreading of Excellence Activities focused on training and mobility programmes for inside and outside network andsharing of the acquired knowledge with different stakeholders (researchers, industry, society, regulators, health care etc.)The Management Activities to establish a functional, flexible management structure to ensure efficient communication between ECNIS participants, with the EC, and different stakeholders and to guide the network towards its ultimate goal ofbecoming a recognized world-class fo