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 the novelty, innovation potential and advance beyond the state of the art for 'Fertility and Mental health: the impact of Assisted Reproductive Technology and fertility intentions on adults’ mental health.' (FaMART).

assistant: **Innovation**

In In the last decades, low fertility rates have increasingly been a policy and societal concern. Fertility rates have been coupled to the development of contraceptive and reproductive technologies, which dramatically affect the transition to parenthood. In Western societies, where contraceptive use is widespread, unintended births are now uncommon events associated with early motherhood, family instability and low socioeconomic status. Concomitantly, the utilization of Medically Assisted Reproduction (MAR), which often coincides with delays in childbearing and high socioeconomic resources, has rapidly increased and has revolutionized the way we think about parenthood. Despite growing interest from scholars and policymakers in fertility and MAR, there remains a lack of research on how fertility intentions and the mode of conception affect couples’ mental health longitudinally. By exploiting longitudinal survey data, I will be able, for the first time, to analyse how adults’ mental health changes before, during and after unintended, intended/natural and natural/medically assisted conceptions. Advanced statistical techniques (e.g. ‘distributed’ fixed effects models) will be used to remove the bias introduced by unobserved confounding factors. By examining Swedish Population register data, I will investigate how mental health changes before and after treatment among single women and (both heterosexual and lesbian) couples. The project, which will be hosted at the Max Planck Institute for Demographic Research (Germany), integrates four research areas (sociology, demography, epidemiology and psychology) to produce novel and cutting-edge research on fertility. The aim is to shed light on the effects of fertility intentions and the mode of conception in countries where unplann
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 'Physics-Informed Modular Digital Twin for Real-Time Prediction in Mechanized Tunnelling' under Horizon Europe.

assistant: **Concept**

The growing demand for tunnel excavation is directly linked to urbanization, with over 75% of Europe’s population already living in cities and this figure projected to exceed 80% by 2050. As urban areas expand, the need to extend infrastructure underground becomes critical. Subsurface development, however, introduces significant geotechnical risks, where even minor delays or failures can result in severe economic and societal consequences. Real-time predictive modelling tools are essential to ensure safety and resilience.Despite advances in modelling, predicting ground behaviour in real time remains a major challenge. Excavation involves coupled processes, soil displacement, pore pressure changes, and complex machine-ground interactions, that evolve dynamically. Traditional numerical methods are accurate but computationally intensive and lack real-time adaptability. Machine learning (ML) approaches are faster but often operate as opaque black boxes, requiring large datasets and offering limited generalizability.To address this gap, this project proposes the Physics-Informed Modular Excavation (PIMEX) framework: a real-time, modular system that integrates physics-based models with advanced ML. By embedding physical laws and constraints within neural network architectures such as PINNs, ConvLSTMs, and GNNs, PIMEX will enable interpretable, predictive simulations of excavation processes under sparse and noisy data.The framework will support real-time control, enhancing safety, efficiency, and decision-making in mechanized tunnelling. Validation will be performed through large-scale infrastructure datasets and international collaborations, ensuring the robustness and transferability of the approach. Ultimately, PIMEX aims to deliver a next-generation predictive system for u
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 'Singularities: topology, arithmetics and computation', explaining its relevance to EU policy priorities under Fifth Framework.

assistant: **Impact**

Postdoctoral fellowships are available for European nationals to join the research group on Algebraic Geometry and Singularities at Valladolid University. Among other orientations, we have the following expectative. First, we expect to join fellows having current research on topological or metric aspects of singular varieties. The host group is willing to focus on the topological description of singularities in terms of their resolutions or geometrical classification. Second, arithmetic geometry aspects of algebraic varieties, with or without emphasis on singularities, is other of the research sought. We expect to develop research on geometry over finite field ground fields, in the last case including coding and cryptography problems related to Algebraic Geometry methods. Third, specialists in commutate algebra, geometry or algebraic geometry are especially welcome. We would like to develop computer methods involving a large number of algorithms and techniques created or currently used by the host group. This includes local equation treatment of singularities over arbitrary characteristic fields, combinatorial invariants search, treatment of valuations and generalized semi groups of values, toric geometry applications, and computing on algebraic geometry coding or cryptography .
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 'Dissecting epistasis for enhanced crop productivity' (EPICROP) targeting Horizon 2020.

assistant: **Abstract**

A major goal in plant biology is to understand how naturally occurring genetic variation leads to quantitative differences in economically important traits. Efforts to navigate the genotype-to-phenotype map are often focused on linear genetic interactions. As a result, crop breeding is mainly driven by loci with predictable additive effects. However, it has become clear that quantitative trait variation often results from perturbations of complex genetic networks. Thus, understanding epistasis, or interactions between genes, is key for our ability to predictably improve crops. To meet this challenge, this project will reveal and dissect epistatic interactions in gene regulatory networks that guide stem cell differentiation in the model crop tomato. In the first aim, I will utilize exhaustive allelic series for epistatic MADS-box genes that quantitatively regulate flower and fruit production as an experimental model system to study fundamental principles of epistasis that can be applied to other genetic networks. Genome-wide transcript profiling will be used to reveal molecular signatures of epistasis and potential targets for predictable crop improvement by advanced CRISPR/Cas9 gene editing technology. Further, my preliminary data suggests that epistasis is widespread and important across major productivity traits in tomato. Thus, in a second aim, I will access this untapped resource of cryptic genetic variation by sensitizing a tomato diversity panel for weak epistatic effects from unknown natural modifier loci of stem cell differentiation using trans-acting CRISPR/Cas9 editing cassettes. This screen represents a new approach to mutagenesis in plants with potential to reveal cryptic variation in other system. The outcomes of this project will advance our knowledge in a
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'NEW DEPENDABLE ROLLING STOCK FOR A MORE SUSTAINABLE, INTELLIGENT AND COMFORTABLE RAIL TRANSPORT IN EUROPE'.

assistant: **Objectives**

The ROLL2RAIL project aims to develop key technologies and to remove already identified blocking points for radical innovation in the field of railway vehicles, as part of a longer term strategy to revolutionise the rolling stock for the future.The high level objectives of the work are to pave the way to:• Increase the capacity of the railway system and bring flexibility to adapt capacity to demand• Increase availability, operational reliability and therefore punctuality of the vehicles• Reduce the life cycle costs of the vehicle and the track• Increase the energy efficiency of the system• Improve passenger comfort and the attractiveness of rail transportSpecific developments are proposed the scope of ROLL2RAIL:• Basis of a radically new traction technology based on emerging electronic components leading towards more energy-efficient traction, which is lighter and more reliable while reducing the noise emitted• New wireless technology applied to train control functionalities will allow more flexible coupling to increase line capacity• Carbody solutions based on lightweight composite materials to reduce weight• A way of quantifying the life-cycle cost impact of new technological solutions for running gear;• Knowledge database of the variety of requirements in Europe for the braking systems to bring down barriers to step-change innovation in this area • Standardised methodologies for assessing attractiveness and comfort from the passenger’s point of view• Methodology for noise source separation techniques allowing implementation of novel and more efficient noise mitigation measuresIt is also the objective of ROLL2RAIL to serve as a preparation for a fast and smooth start up of the large scale initiative SHIFT2RAIL. All ROLL2RAIL results will ultimately lead to demonstrati
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 'Implementing Metrology in the European Research Area -Plus', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The central nerve in the spine of our high-tech world is metrology, the science of measurement. Ever more precise and reliable measurements are essential in our daily lives, and to drive innovation within our knowledge based economy. What we cannot measure, we do not understand properly, and cannot control nor manufacture or process reliably. Thus advances in metrology have a profound impact on our understanding of and ability to shape the world around us. Building on the existing “iMERA” ERA-NET this action will implement the first chapter of a cohesive and strategic joint European Metrology Research Programme (the EMRP) for R&D in metrology. The programme brings together nationally funded metrology activities of the 19 participating countries, creating critical mass to enable Europe to respond to the growing demands for cutting edge metrology. Our proposal is a direct response to the “special case” for metrology identified by the EC in Annex IV of their 2007 “Cooperation” Work Programme. The action is launched by EURAMET e.V., a legal entity created for the purpose, which ensures that, in addition to the 19 participating countries, a further 11 European countries directly benefit from the activities. This action is for a single Call covering four priority topic areas from the EMRP. The Call encompasses a two-stage process. National filtering of topics ensures that only those ideas of appropriate quality and able to attract the necessary national resources are considered at the second stage, a competitive pan-European independently refereed evaluation resulting in a final list of collaborative R&D projects for at least 63 M€, with up to 33% funded by the EC and the remaining part funded by the participating national actions. The national resources to be put at the disp
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 'York Institute for tropical Ecosystem dynamics' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

Relatively little is known about the spatial pattern of environmental variability at low latitudes, and inter-relations to Europe. By understanding phase relationships of ecosystem response to change, the research will unravel the underlying climate dynamic s and enhance our predictive capability, and its associated societal impacts.The York Institute for Tropical Ecosystem Dynamics (KITE) will adopt an interdisciplinary approach to integrate new palaeo-environmental data sets with ecosystem modelling initiative s. KITE will explore past, present and future ecosystem dynamics from before the last glacial period (21,000 years ago) to the present at a number of sites in Kenya and Tanzania, an area that encompasses one of the world' stop biodiversity hotspots. KITE will develop a team focused in an emerging research direction that will enhance our understanding of ecosystem dynamics, not just in the field area but more generally to the global ecosystem by producing results with socio-economic and policy implications. Arranged into six (funding requested for 4.5) PhD projects and two postdoctoral positions. KITE will combine, hither to separate, but complimentary research strands, to work between the traditional boarders of distinct research communities and provide a catalyst for potentially excellent early stage researchers to work within a world-class research cluster.Results will be used to test modelling studies and develop bio-geographical theory at a range of spatial and temporal scales. The research outcomes will improve the prospect for forecasting impacts of climate variability on agriculture, ecosystem functioning and health and will lead to an increased scientific understanding regarding land use, environmental conservation and climate change. Implicit in the res
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 'Innovation in Vision Research Postdoctoral Training Network' (INNOVISION) under Horizon Europe.

assistant: **Objectives**

With   the increasing global incidence of vision impairment and ocular disease due to aging, chronic disease, and environmental factors, the need for pioneering, interdisciplinary and intersectoral research in vision science has never been greater. The 60-month INNOVISION Programme will recruit, train, and accelerate  the careers of 12 research fellows in innovative, cutting-edge techniques to tackle ocular disease and vision impairment. Each researcher will be recruited for 30 months as full-time employees, with two calls throughout the programme recruiting  six researchers each. INNOVISION will adhere to best practices in recruitment and employment, aligning to the EU’s Charter and Code for Researchers. The complexity of ocular disease demands a multifaceted approach to research that transcends traditional, siloed disciplinary boundaries. INNOVISION uses the “bottom up” research approach to address this, allowing researchers to select their supervisor, design their project, determine their secondments, and build both themselves as researchers, as well as their project goals and aims. As such, INNOVISION ingrains insights from various fields such as nanomedicine, genetics, pharmacology, chemistry, molecular biology, psychology, medicine, veterinary medicine, engineering, ophthalmology, artificial intelligence, and social sciences such as global and public health and ethnographic studies (among others), into the comprehensive training programme. Collaboration across sectors—such as academia, industry, and patient advocacy groups—ensures that research findings are not only scientifically robust but also practically applicable, facilitating the translation of discoveries from the lab to the clinic. Equally important is the need to reach out to the public and incorporate P
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 'Implementation of high grip designing tools' (DEMOULTRAGRIP) under Seventh Framework.

assistant: **Objectives**

Currently, sole manufacturers design their models to be anti-slip using basic design criteria, often relying on their intuition and previous experience. The problem resides in the lack of design tools that can be used in the conception of footwear, which will make prototyping much cheaper, quicker and more effective in creating an answer to the friction that the shoe will be subjected to when used. Because of this situation, ULTRAGRIP project (FP7-SME-2010-1.262413) has developed guidelines and specific software which can be used as design tools for soles and floorings to optimise their performance in relation to slipping. Two of the main results from ULTRAGRIP project are a slip behaviour predicting software (mathematical model), and guidelines for recommendations on improving products slip resistance.ULTRAGRIP Consortium has the need to carry out demonstration activities in order to ensure that the ULTRAGRIP tools are ready and suitable for exploitation and commercialisation. As a consequence of this situation, the objective of this DEMOULTRAGRIP project is to bridge the gap between the precompetitive tools of ULTRAGRIP and a new version of these tools which can be commercialised.According to this objective, new commercial tools will be put into market. With DEMO-ULTRAGRIP project the footwear SMEs involved will obtain a competitive advantage based on the use of the new design tools to develop high slip resistance products, accelerating the designing-prototyping operation, reducing prototyping and production costs, improving the antislip product properties, and reducing time-to-market. All these aspects will imply the increase of market share and the increase of designers’ qualification
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 'Ess' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

The multilingual European Information Society is quickly getting shape. To have user-friendly access to information, systems are needed that integrate a wide variety of human communication modalities. The development of these systems requires researchers and engineers with backgrounds in speech, language, vision, artificial intelligence, computer science, etc. ELSNET, the European Network in Language and Speech, brings together more than one hundred top academic and industrial research teams, covering nearly all-European countries. ELSNET's long-term technological goal is to strengthen Europe's position in the whole area of human language technologies.
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 Circadian Rhythms on Chip' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The liver is responsible for the systemic regulation of human metabolism, responding to a dynamically changing hormonal and nutritional environment. These physiological dynamics limited our ability to model human metabolism in our efforts to create efficient pharmaceutical interventions for prevalent metabolic diseases, such as fatty liver disease, obesity, and type-2 diabetes. In addition, physiological dynamics impact the pharmacokinetics and toxicity of drugs due to circadian changes in drug metabolism, affecting our ability to formulate efficient pharmaceutical interventions or properly assess drug toxicity (i.e. Chronopharmacology). The problem stems from our inability to model the dynamics of human metabolism in vitro, and compounded by the failure of animal models to predict human response due to differences in physiology, metabolic regulation, and an inverted day/night cycles. In addition, in vitro hepatocytes show little to no metabolic function and lack the physiological complexity of human tissue. Therefore, there is a pressing need to develop models that mimic human physiological complexity. Recently, we established groundbreaking libraries of expandable human hepatocytes (Levy et al. Nature Biotechnology 2015) and a cutting-edge liver-on-chip platform that tracks metabolic dynamics in real time (Bavli et al. PNAS 2016). Our technology explained the idiopathic toxicity of acetaminophen and the idiosyncratic toxicity of troglitazone and was recently highlighted by the H2020 program. Here, we describe the development of a novel platform that captures the synchronization of circadian rhythms in self-assembled human micro-livers by microfluidic oscillations of temperature and hormones. Our next generation model for liver metabolism will present a quantum leap in