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: Write the concept and methodology overview for 'Empowering Neural Rendering Methods with Physically-Based Capabilities' under Horizon Europe.

assistant: **Concept**

While long restricted to an elite of expert digital artists, 3D content creation has recently been greatly simplified by deep learning. Neural representations of 3D objects have revolutionized real-world capture from photos, while generative models are starting to enable 3D object synthesis from text prompts. These methods use differentiable neural rendering that allows efficient optimization of the powerful and expressive ``soft'' neural representations, but ignores physically-based principles, and thus has no guarantees on accuracy, severely limiting the utility of the resulting content. Differentiable physically-based rendering on the other hand can produce 3D assets with physics-based parameters, but depends on rigid traditional ``hard'' graphics representations required for light-transport computation, that make optimization much harder and is also costly, limiting applicability.In NERPHYS we will combine the strengths of both neural and physically-based rendering, lifting their respective limitations by introducing polymorphic 3D representations, i.e., capable of morphing between different states to accommodate both efficient gradient-based optimization and physically-based light transport. By augmenting these representations with corresponding polymorphic differentiable renderers, our methodology will unleash the potential of neural rendering to produce physically-based 3D assets with guarantees on accuracy.NERPHYS will have ground-breaking impact on 3D content creation, moving beyond today's simplistic plausible imagery, to full physically-based rendering with guarantees on error, enabling the use of powerful neural rendering methods in any application requiring accuracy. Our polymorphic approach will fundamentally change how we reason about scene representation
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 'Bioinformatics Services for Data-Driven Design of Cell Factories and Communities'.

assistant: **Objectives**

Omics data is not leveraged effectively in the biotechnology industry due to lack of tools to rapidly access public and private data and to design cellular manipulations or interventions based on the data. With this project we aim to make a broad spectrum of omics data useful to the biotechnology industry covering application areas ranging from industrial biotechnology to human health. We will develop novel approaches for integrative model-based omics data analysis to enable 1) Identification of novel enzymes and pathways by mining metagenomic data, 2) Data-driven design of cell factories for the production of chemicals and proteins, and 3) Analysis and design of microbial communities relevant to human health, industrial biotechnology and agriculture. All research efforts will be integrated in an interactive web-based platform that will be available for the industrial and academic research and development communities, in particular enhancing the competitiveness of biotech SMEs by economizing resources and reducing time-to-market within their respective focus areas. The platform will be composed of standardized and interoperable components that service-oriented bioinformatics SMEs involved in the project can reuse in their own products. An important aspect of the platform will be implementation of different access levels to data and software tools allowing controlling access to proprietary data and analysis tools. Two end-user companies will be involved in practical testing of the platform built within the project using proprietary omics data generated at the companies.
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 'Super Productive Line Printing Inkjet' (SUPPLEPRINT), addressing dissemination and exploitation.

assistant: **Impact**

Located in Fiorano Modenese, Italy, our company TOPJET s.r.l. was established in 1990 with a single purpose: designing and manufacturing the best production labelling and printing systems for our customer’s packaging. Our range of solutions goes from inkjet printing to labelling systems and are 100% developed to address the specific requirements of each customer. Thanks to a steady growth (14.5% annual growth in the 2009-2014 period) and cutting-edge, modern and reliable products, TOPJET is currently competing with the industry’s leading manufacturers worldwide. How do we keep moving forward? Our trump card and main competitive edge lies in our proactive, passionate and highly skilled staff whose top priority is considering each customer a partner, and fulfilling their every need. The company is committed to R&D, investing yearly 10% of the sales revenues in new projects, our ongoing goal being to provide innovative and diversified solutions. A quick and efficient technical support service, together with a widespread distribution network, allow the company to have a strong presence in the entire Italian market as well as in Europe and internationally. In 2014, TOPJET had a turnover of €7.7 million. The SupplePrint Inkjet Printing System is a revolutionary, modular packaging printing system that provides the flexibility to switch configurations quickly and easily from one package design, size and material to another, therefore allowing for smaller production batches, greater speed and high resolution graphics at a lower price. While addressing our customers’ needs for customisation and flexibility in printed packaging, SupplePrint will increase TOPJET’s revenue (currently €7.7M) by an additional 27% within 3 years of commercialisation.
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 'Sharing Information on food related environmental, safety and traceability aspects among European small-medium farms' (2002-2006) targeting Sixth Framework.

assistant: **Abstract**

Strategic objectives addressed: To structure an information system for sharing information and solutions on environmental and safety issues related to food among agricultural SMEs at European scale. To valorise the traceability as an integration solution of international interest. To identify new research projects. To increase the farmers managing capacity. To consolidate and to enlarge the INFOOD network in Europe. Proposal abstract: The agriculture is coming in a complex period because of the new Common Agricultural Policy. Traditional cultures will not yet be sustained and the incomes perspectives for farmers are reduced. The innovation in agriculture is strategic and facilitation instruments are necessary for reaching new opportunities. This SSA facilitates the participation of Small and Medium farms (SMFarms) in EU research and increases their cooperation and innovation with regards to technologies and methods for improving the management of environmental, safety and traceability aspects related to food. An information system makes easier the exchange of solutions between farms. By bringing together their experience and by jointly tackling new issues, the SMFarms develop a higher level of know- how, increase their competitiveness and credibility. The 2-year project is composed by 8 WPs. The WP1 is focused on the studying of technologies and methods adopted in EU Farms for environmental, safety and traceability aspects related to food. The WPs 2,3,4 concern the building of an information system consisting of a Data Base together with a Web Site and a Methodological Guide. The WPS will consolidate experience and lead to the organisation of an International Workshop creating basis for new bottom-up activities. The WP6 is addressed to the network-enlargement and to 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: Compose a compelling abstract for 'Ecological genomics of sub-tropical woodlands: comparing the structure and dynamics of neutral and adaptive genes across a sharp environmental cline in Queensland Eucalyptus' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

Genetic diversity enables organisms to adapt to changes in their environment. Traditionally, genetic diversity in forest tree species is measured at molecular markers, which are neutral.There is however concern among forest geneticists that the extent of genetic variation at such markers does not reflect that of adaptive traits and therefore may be of little value for improvement and management of resources.This project aims at producing a fine scale map of the distribution of neutral and adaptive gene variation in Corymbia citriodora populations distributed across a steep cline of water availability and disease incidence in Queensland, Australia by:- Quantifying genetic structure and gene flow parameters using available microsatellite markers and well-characterised analytical methods.- Identifying gene markers for water stress and disease resistance and mapping the distribution across the cline using new genomics tools.The empirical work will be complemented with simulation modeling to improve our understanding of the role of selection in shaping the distribution of genetic and phenotypic variation across environmental gradients. The project will provide information on the processes underlying adaptation in forest species, essential to forestry and conservation of genetic resources in the context of global climate change.The experience will be of outstanding value for the applicant who will learn revolutionary state-of-the-art genomics techniques, which await for application in ecology and evolution and will broaden her skills in population genetics and ecological modeling. She will be given the opportunity to interact with internationally renowned experts in forest ecology and environmental genomics in Australia and in France.The collaboration between the host institu
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 'ACCESS OF THE EXPERIMENTAL FACILITIES of DELFT HYDRAULICS' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

DELFT HYDRAULICS offers access to ten experimental facilities to European Scientists and Engineers. Some of these facilities are unique because of their size, others because of their specific advanced research possibilities. Also the combination of complementary facilities in one location is unique in itself, giving the visiting researchers a unique possibility to enhance their understanding of hydraulic phenomena considerably. The facilities involved are: A. Rotating Annular Flume C. Cutting and dredging flume D. Wave flume for large-scale testing G. Glass-wall wave flume M. Multi-directional wave basin O. Oscillating water tunnel S. Sand flume T. Tidal flume V. Test rig non-return valves W. Wind-wave flume The above facilities are specially suitable for basic and applied research in the field of hydrodynamics and morphology (both coastal- and river morphology). More specifically, well controlled experiments can be carried out in the fields of: turbulence, diffusion, wave-current interaction, wave breaking, wave-, current- and wind load on (offshore) structures, transport of pollutants, flow through pipelines and valves, etcetera. Through this proposal, DELFT HYDRAULICS also offers excellent training opportunities to (young) European researchers who will be fully supported by scientific, technical and logistic staff of DELFT HYDRAULICS. They will be enabled to familiarize themselves with a range of large-scale facilities, intrumentation and experimental techniques. The evaluation of the Research Proposals will be oordinated through a common Scientific User's Selection Panel for the parallel efforts undertaken by HR Wallingford (GB), DHI (DK) and DELFT HYDRAULICS (NL).
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 'iFACT - Iodine Fed Advanced Cusp field Thruster' (2014-2020) under Horizon 2020.

assistant: **Objectives**

Since several years, the industrialisation of the satellite market has been accelerated. In particular, the market for telecom satellites has changed significantly, because of several new players and numerous plans for satellite constellations, such as OneWeb or Starlink.In order to increase competitiveness and to disrupt the electric propulsion market, we are proposing the development of the iodine Fed Advanced Cusp field Thruster (iFACT).iFACT consists of an Advanced Cusp Field Thruster (ACFT), a simple PPU, a thermionic Emitter, a novel propellant feeding architecture, which is optimised for iodine. The ACFT has been invented by Airbus in 2017. Due to its simplicity, paired with efficiency, the fact that it is easy to ignite and its excellent performance data with iodine, it is tailored as key element for an extremely simple, efficient and low cost Electric Propulsion Subsystem (EPS). The baseline thruster (300 W input power) can be used with a simple thermionic cathode. The simple  operation of the ACFT enables a reduced (wrt. number of parts and control circuits) but efficient PPU. This components are paired with an unique iodine feeding architecture which is capable to disrupt the electric propulsion market.Based on this, the proposal will focus on:- Iodine as disruptive propellant for electric thruster,- maturation of the Advanced Cusp Field Thruster (ACFT) as disruptive thruster principle, in three different power classes,- development of an novel, disruptive, extremly simplified low cost Power Processing Unit (PPU),- use of calcium aluminate (C12A7) as disruptive, low-work function emitter material for cathodes,- development of an European Iodine compatible long firing test facility.


**Keywords:** disruptive thruster, iodine, testing, simple PPU, C12A7, low 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: Explain how 'MANTIS - A unified framework for Multi-contrast ANalysis of TIssue microStructure' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Magnetic Resonance Imaging (MRI) provides a uniquely versatile, non-invasive window into tissue microstructure, thanks to its wide array of contrast mechanisms. Yet, each contrast relies on its own biophysical model to extract quantitative information. This siloed approach often leads to fragmented, inconsistent, or even contradictory representations of the same tissue features, introducing confounding factors and limiting interpretability. This project aims to develop a unified multi-contrast MRI framework that integrates four key contrasts—T1 and T2 relaxation, magnetization transfer, and diffusion—within a single, coherent biophysical model of tissue microstructure. By capturing both shared and complementary information across contrasts, the framework will overcome critical limitations of current single-contrast approaches and improve the specificity and robustness of microstructural imaging. The methodology combines innovative acquisition strategies with advanced signal modeling and optimization, designed to enhance sensitivity across contrasts. Development will be carried out using a cutting-edge experimental pipeline that includes brain organoids, numerical simulations, and tissue-mimicking phantoms. The framework will be validated against histological biomarkers for tissue microstructure in a rodent model of Multiple Sclerosis (MS)—a disease marked by multiple overlapping pathological mechanisms—where it holds strong potential for improved disease characterization and biomarker discovery. By bridging MRI physics, computational modeling, and experimental neurobiology, this project will lay the groundwork for a new generation of quantitative MRI tools with high translational value for neuroscience and clinical research.


**Keywords:** Quantitative Magnetic Resonan
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 'Anaerobic methane oxidation: exploring a new biological process' (1998-2002).

assistant: **Innovation**

Anaerobic CH_4 oxidation is a poorly understood but vital part of the global carbon cycle. This proposal combines novel molecular biology/microbiology techniques to isolate and characteristics bacteria responsible for this unique process and provides important information for anaerobic biotechnological processes with wide applicability in the EC.
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 'A EUROPEAN BIOTECHNOLOGY TRAINING NETWORK FOR THE SUPPORT OF CHEMICAL MANUFACTURING' (BIOTRAINS), addressing dissemination and exploitation.

assistant: **Impact**

The objective of BIOTRAINS is to deliver a trans-European network of industrially oriented white biotechnologists fully trained in the application of biocatalysis to sustainable chemical manufacturing. Their skills will be developed through a joint research programme at leading national CoE’s (Centre of Excellence) with research projects identified by internationally leading Principal Investigators in this field. There is an urgent need for these scientists to support the KBBE (Knowledge Based BioEconomy) identified by the SUSCHEM (The European Technology Platform for Sustainable Chemistry) technology platform and they will provide the key to the European future that has defined the work programme for FP7 in this field. We present a doctoral training program where the scientific research is integrated with industrial training, supervised by key academic and industrial scientists from all the disciplines needed to deliver industrial relevant science. The UK Centre of Excellence in Biocatalysis (CoEBio3) will manage the project to ensure that the collaboration is integrated seamlessly across both academic and industrial centres, and across geographical boundaries. Most importantly, CoEBio3 will manage efficient technology transfer between the academic scientists and industry. This will ensure a state-of-the-art programme meeting current industry needs in both people and technology. A structured exchange programme with both industrial placements and CoE exchanges will ensure that national leading-edge skills together with specialist equipment training are transferred across Europe, and will define best practice for both academia and industry.
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 'Fundamental Physics from the Cosmic Microwave Background' in the context of a Seventh Framework call.

assistant: **Objectives**

Much of the foundational evidence for our current model of cosmology, describing the origins and evolution of the Universe, has come from observations of the Cosmic Microwave Background (CMB). This is relic light that has been travelling for almost 14 billion years since the Big Bang, carrying a picture of the Universe in its infancy. So far it has told us what the Universe is made of today, as well as its average density and its age. We find that it is only 5% normal matter, with the remainder composed of unknown components: 72% Dark Energy and 23% Dark Matter. We do not yet know their nature. We have also seen signatures that support the idea that structure in the Universe was seeded by tiny ripples in the otherwise smooth space, created during a rapid expansion of the Universe in the first trillionth of a second, called  inflation'.In Oxford I now propose to target additional information encoded in the CMB, by looking at measurements with higher resolution and sensitivity than ever before. The main goals of this proposal are to uncover convincing evidence for the inflationary scenario, and to better determine the nature of the Dark Energy component, particularly at early cosmic times. My team will be using data from the Atacama Cosmology Telescope, a 6m telescope in Chile, and from ESA's Planck Satellite mission, which is observing the CMB over the whole sky and launched in 2009. We will have to deal with contamination both from our own Galaxy and from many other distant galaxies in order to convincingly extract the underlying signals from the high energy Universe.