RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain how 'Spacious and accurate MRI machines of the future' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

We aim to pioneer the next generation of MRI machines  which are less scary for claustrophobic patients, more accessible for the under-served population (e.g. obese patients, patients with medical implants in their body), more accurate for radiologists, and more cost effective for the manufacturer.We developed a novel MRI field homogenization technology, which is 50x lighter, 5x more power efficient, performs 2x better and updates 250x faster than the current state-of-the-art. For the first time, we enable real-time, precise and local control of the MRI magnetic field using a compact device.Our aim in this project is to substantiate our value proposition and evidence of safety/performance through solid data generation and disseminate the data to all relevant stakeholders to improve our market position and consolidate our long-term commercialization plans.As a company whose ultimate goal is to make MRIs accessible everywhere, we put diversity and inclusion at the forefront of our mission statement. As we head towards the next growth stage of our company, we hope to set the right diversity and inclusion goals and diversify our network through engagement with the Women TechEU program.
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 'Strong-interaction matter coupled to electroweak probes and dark matter candidates' in the context of a Horizon 2020 call.

assistant: **Objectives**

For decades, the Standard Model of particle physics has successfullypredicted the outcome of experiments probing the laws of nature on thesmallest distances. Its last missing ingredient, the Higgs particle,was discovered at the Large Hadron Collider at CERN in 2012. A vastexperimental program is now underway to complete its description of weakly interacting particles called neutrinos.For all its successes, the Standard Model does not provide anexplanation for the nature of dark matter, which is thought to account for aquarter of the energy in the universe. This project, based on the`lattice QCD' framework, will enable a more stringent test of theStandard Model, contribute to narrowing down the list ofdark-matter candidate particles, and reduce uncertainties in neutrinodetection.The strong interaction, which binds protons and neutrons together toform atomic nuclei, is described by the sector of the Standard Modelcalled Quantum Chromodynamics (QCD). The complexity of the strong interactionis often the limiting factor in testing the Standard Model and insearching for new fundamental particles and forces. Strong-interactionmatter is also of tremendous intrinsic interest because it exhibitsmany emerging phenomena such as spontaneous symmetry breaking,quantum-relativistic bound states, and a high-temperature `quark-gluonplasma' phase, to name a few. By replacing space and time by alattice, QCD becomes amenable to an ab initio treatment vialarge-scale computer simulations.The subproject of testing `sterile' neutrinos as dark-matterconstituents depends on understanding aspects of hot QCD matter, sincethey would have been produced in the early, hot universe. This goal isthus connected to present-day heavy-ion collision experiments, wheretiny droplets of hot QCD matter are produc
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 'Water reclamation technologies for safe artificial groundwater recharge' (2002-2006), addressing dissemination and exploitation.

assistant: **Impact**

Solutions to global water stress problems are urgently needed yet must be sustainable, economical and safe. The utilisation of alternative water sources like reclaimed municipal wastewater is one of the most obvious and promising options in integrated water management. Among the various beneficial uses of reclaimed wastewater Aquifer Recharge (AR) receives growing attention because it features advantages such as additional natural treatment, storage capacity to buffer seasonal variations of supply and demand as well as mixing with natural water bodies which promotes the acceptance of further uses, particularly indirect potable use. Major concerns about the safety of this exploitation route of an alternative water source are connected to microbial and chemical contaminants occurring in wastewater, among which are emerging trace organics like endocrine disrupters and pharmaceuticals. The strategic objective of this proposal is to develop hazard mitigation technologies for water reclamation providing safe and cost effective routes for artificial groundwater recharge. The proposed work will assess different treatment applications in terms of behaviour of key microbial and chemical contaminants. The knowledge generated in the project and the technologies developed will also be suited to the needs of developing countries, which have a growing need of supplementation of freshwater resources. The participation of partners from China and Australia demonstrate the anticipation of the global dimension of the water reclamation and aquifer recharge issue. The proposed project will strategically support the competitiveness of European technology suppliers and water services in the context of water reclamation and groundwater recharge.
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 'Multi-Level Simulation for Interconnect Characterization and Optimisation' to be submitted under Fifth Framework.

assistant: **Abstract**

The MULSIC project aims at the development of an integrated suite of software tools for the simulation of interconnects of ultra-large-scale integrated (ULSI) circuits. As result, modules will be provided for process simulation, electrical and reliability characterization, as well as for interfacing the simulation results of these tools with commercial software for full-chip extraction already available. This will allow investigation of how effects on process level influence electrical and reliability characteristics of interconnects for entire circuits. In consequence, with the software modules developed within MULSIC, it will be possible to optimise circuit design taking into account effects caused by the manufacturing process. This is of essential importance for current and future generations of integrated circuits but not possible with software tools available so far. The route for commercialisation will be prepared.Objectives:With shrinking device and interconnect feature sizes and growing complexity of integrated circuits, the relative contribution of the interconnects to overall performance and reliability continuously increases. At present, no integrated program system is available covering the different levels of interconnect simulation, from physical-based process modelling, via accurate electromagnetic and reliability simulation to characterization of entire circuits. Therefore, within MULSIC, a software package will be developed for the simulation of interconnect fabrication processes and electrical and reliability characteristics, as well as for interfacing the newly developed modules to already existing tools for interconnect simulation on circuit level. This will allow optimisation of circuit design taking into account also effects of the manufacturing pr
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 'Genomes and Evolution: Systematic Comparative Analysis of Homeobox Genes and their Non-coding Regulators' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The evolution of animal morphology is related to the evolution of the genome. In recent years, much research has focused on homeobox genes: a large and diverse group of genes, most of which encode transcription factors utilized in many aspects of embryonic development of animals. Their expression is controlled by non-coding regulators, DNA sequences that affect expression at the transcriptional (e.g. cis-regulators) or post-transcriptional (e.g. microRNA) level. Comparative genome analysis has showed that many (but not all) homeobox genes are widely conserved between evolutionarily divergent animal groups, while some non-coding regulators are also conserved but often over shorter time periods. Complicating these comparisons are many gene duplication events, gene losses, and varying rates of sequence change. Rarely has there been a systematic comparison allowing these data to be related to animal evolution. I have recently constructed a web-based platform ¨HomeoDB¨ that presents a robust evolutionary classification of animal homeobox genes facilitating comparison of those genes between animals. In its first release, HomeoDB includes all homeobox genes from human, amphioxus and fruitfly: over 500 genes in total. In recent years there has been a great expansion in genome sequence data, and many more animal species are having genomes sequenced. This gives a timely and unique opportunity to expand HomeoDB with data from additional species, additional elements, and additional functionality. In this project, I will carry out a systematic analysis of homeobox genes and their non-coding regulators, throughout the major branches of animal evolution. This will involve both lab-based experiments and bioinformatic analysis, coupled with expansion of the data depository and comprehen
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 'In-situ metrology for the controlled growth and interfacing of nanomaterials' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

This proposal will use novel in-situ metrology to probe the atomic level mechanisms that govern the growth and device behaviour of nanomaterials in realistic process environments. We focus on the catalytic chemical vapour deposition of carbon nanotubes, graphene, Si/Ge nanowires and related heterostructures. The application potential for these nanostructures is large, but currently limited by insufficient control of growth. We propose to use a range of complementary in-situ probes, including environmental transmission electron microscopy, high-pressure X-ray photoelectron spectroscopy (XPS), in-situ X-ray diffraction (XRD)  and in-situ Raman spectroscopy, to significantly advance the understanding of their growth mechanisms. We see these nanomaterials as model systems to advance the fundamental understanding of phase behaviour, nucleation and interface dynamics in nanoscale systems, which is the key to future materials design. Deeper insights into these phenomena are also crucial to understand the behaviour of nanomaterials under device operation conditions. We propose to address critical performance parameters of nano-structured Si-based anodes for Li ion batteries by in-situ nuclear magnetic resonance (NMR) spectroscopy and in-situ XRD methods under repeated Li cycling in an operational battery. We further propose to study the morphological origins of the collective adhesive and mechanical properties of carbon nanotube forests by in-situ scanning electron microscopy as basis for the design of biomimetic, functional dry adhesives and compliant interconnect structures.
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 'Developing a versatile and efficient microbial PUFA producer' to be submitted under Seventh Framework.

assistant: **Abstract**

Polyunstaurated fatty acids are long chain fatty acids that include among them the essential omega-3 (n-3) and omega-6 (n-6) acids. The requirement for humans to ingest these as part of a balanced diet is due to the inability to synthesise the pre-cursors of these compounds, linolenic acid (n-3) and linoleic acid (n-6). Once ingested these pre-cursors are then metabolised into a number of key compounds that play vital roles in inflammation, cardiovascular health and normal brain and visual function. In addition it is also beleived that by ingesting the correct ratio of n-3:n-6 acids has many beneficial effects including reduced risk of heart disease and mental health issues. The benefits of supplementary feeding with n-3 and n-6 fatty acids has been studied extensively in infant nutrition. Studies have shown that supplementing infants food with n-3 and n-6 fatty acids can increase attention span, learning capabilities and even increased IQ over children in control groups. Due to these effects it is now reccomended that all infants diets are supplemented with n-3 and n-6 fatty acids. The main source of dietary fatty acids is in seeds, oils and oily fish with fish oil being the most easily adsorbed and metabolised. However, due to the fact that some people do not like to eat fish products, the unsustainablilty of fish stocks and the growing worry about contaimination of the food chain with noxious chemicals much effort has been directed towards a safe, reproducible and environmentally friendly way of producing fatty acids from oleaginous fungi. The fungus Mortierella alpina makes large amounts of fatty acids. This organism has been used commercially for a number of years and has the potential to make large amounts of pure n-3 and n-6 fatty acids. However, due to the lack
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 'European Market for Climate Services' (EU-MACS) under Horizon 2020.

assistant: **Objectives**

The project analyses the market structures and drivers, obstacles and opportunities from scientific, technical, legal, ethical, governance and socioeconomic vantage points. The analysis is grounded in economic and political science theories on how service markets with public and private features can develop, and how innovations may succeed. The consortium offers a good cross-section of representation from various vantage points in the climate services market, complemented by expert knowledge on market research and innovation policy. The consortium has excellent connections to many climate service user types and other stakeholders. The study will engage a large diversity of stakeholders in many ways, especially through the explorative market development exercises employing different co-design approaches. Next to reporting based analysis of market functioning and solutions, the protocols developed in the explorative market development exercises are meant for replication at large scale.


**Keywords:** Matching supply and demand,  innovation uptake,  removing barriers,  market failures,  awareness raising,  collaborative market development,  Living labs,  climate services value chain
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 'INTEGRATING WATERBORNE TRANSPORT IN THE LOGISTICS CHAIN' (INTERPORT).

assistant: **Innovation**

The aim of INTERPORT is to implement and test an automatic equipment identification system for handling vehicle and container movement in ports in accordance with the information exchanged electronically between transport partners. The project will incorporate modern technology for electronic identification and remote reading into an integrated system. It will also consider standardisation, - a crucial issue for ports, as these are a common location for different transport means. INTERPORT will deliver identification systems specifications adapted to different modes of transport, a manual for implemention of systems, and a cost-benefit analysis for their possible marketing.
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 'Exploring the induction of trained immunity by anti-infective antibodies delivered directly to the respiratory tract, as a protective response against respiratory infection' (TI-LAB) under Horizon Europe.

assistant: **Objectives**

Therapeutic antibodies (Abs), have become crucial drugs in modern medicine, showing success in treating various diseases, including the global COVID-19 pandemic. Although anti-infective Abs are usually administered parenterally, recent findings demonstrated that local administration into the respiratory tract of an Ab neutralizing Pseudomonas aeruginosa (Pa) not only blocks primary infection but also offers prolonged protection against secondary infections. However, the molecular mechanisms supporting the immunomodulatory features of the Ab and establishment of long-lasting protection remain unknown. Preliminary data from the host laboratory indicate that murine macrophages primed with Ab+Pa immune complexes (ICs) display an antimicrobial pro-inflammatory phenotype, further enhanced after exposure to Toll-like receptor ligands, suggesting the induction of immune memory. This capacity termed trained immunity (TI) depicts a type of immune memory within innate immune cells that recall previous epigenetically-encoded information under heterologous stimulation. Using a combination of molecular, metabolic, and epigenetic approaches in conjunction with omics-based techniques, TI-LAB (Trained immunity Induced in the Lungs by therapeutic AntiBodies) will define the capacity of ICs to induce TI. Furthermore, TI-LAB will provide a detailed analysis of the intracellular signaling pathways involved in IC-mediated TI. Finally, the protective effects of IC-mediated TI will be assessed using an in vivo model of respiratory infection. This proof of concept will be extended to other respiratory pathogens to determine if TI induced by ICs is a conserved mechanism across pathogens. Overall, our findings will reveal a new function of anti-infective Abs in immune memory and reprogramming 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 a project proposal abstract for 'Robotics, AI, and the Future of Work in China: Transforming Skill Demand and Earning Distribution' to be submitted under Horizon Europe.

assistant: **Abstract**

This project examines how technological changes, particularly robotics and AI, reshape labor markets and earning distribution in developing economies, with a focus on China. The study measures skills across three dimensions: education, task content, and occupation. By integrating diverse data sources—job vacancy data, industrial robot installations, AI patent records, customs data, and firm-level employee records—it aims to provide a nuanced understanding of technological impacts. The research will culminate in two papers: one using firm-level data and another utilizing Python-scraped job vacancy data, both offering comprehensive insights into labor market transformations.The first paper employs a Difference-in-Differences (DID) model, treating the “Made in China 2025” policy as a quasi-natural experiment to analyze how industrial policies influence skill structure and earning distribution. This analysis goes beyond the state of the art by developing a task-based skill index tailored to China’s labor market, avoiding biases from foreign data sources like the U.S. O*NET. The second paper focuses on AI’s impact on short-term labor demand, utilizing Bartik IVs to estimate the density of industrial robot installations at the city level.Innovatively, It integrates traditional human capital theory with emerging concepts of cognitive and non-cognitive skills. It will provide policymakers with actionable insights on the future of work, guiding decisions on labor regulations and education reforms. The interdisciplinary approach, merging economics, informatics, and sociology, ensures the findings are both scientifically rigorous and socially relevant.With open science practices, including data sharing and stakeholder engagement, the project promotes transparency and collaboration