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 the overall concept, methodology and approach for the project 'The Power of Maternal Microbes on Infant Health' (MAMI).

assistant: **Concept**

Recent reports suggest that early microbial colonization has an important role for in promoting health. This may contribute to reduce the risk of chronic diseases such as obesity, allergies and inflammatory conditions. Advances in understanding host-microbe interactions imply that maternal microbiota plays a crucial role on health programming. This process begins in utero and it is modulated by mode of delivery and diet. My research has shown that i) specific shifts in milk microbial composition are associated with lactation time and mode of delivery, ii) milk microbes drive the infant microbiota composition; iii) maternal microbiota dysbiosis may be transferred to the infant. However, factors defining maternal microbiota and its biological role upon infant’s health are not yet fully understood. Hence, this project aims to characterize maternal microbes to be transferred to neonates and determine their function in infant health programming. The specific aims are:(1) understanding how the maternal microbiome is influenced by host and environmental factors;(2) characterizing the microbial core and bioactive compounds transmitted to the offspring mainly via breastfeeding and their key roles in the microbial modulation and host response;(3) understanding the interactions among breast milk bioactive compounds and their role in infant health;(4) shedding light on how maternal microbes influence the infant immune system & (5)development of new dietary strategies and therapies based on microbial replacement and modulation. To achieve these objectives, a systems biology approach by means of state-of-the-art techniques and new methodologies based on subpopulation enrichment by flow cytometer-sorter to study host–microbe interactions will be used. Results obtained will demonstrate
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 'Deep Learning for Structured Prediction in Natural Language Processing', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Deep learning is revolutionizing the field of Natural Language Processing (NLP), with breakthroughs in machine translation, speech recognition, and question answering. New language interfaces (digital assistants, messenger apps, customer service bots) are emerging as the next technologies for seamless, multilingual communication among humans and machines.From a machine learning perspective, many problems in NLP can be characterized as structured prediction: they involve predicting structurally rich and interdependent output variables. In spite of this, current neural NLP systems ignore the structural complexity of human language, relying on simplistic and error-prone greedy search procedures. This leads to serious mistakes in machine translation, such as words being dropped or named entities mistranslated. More broadly, neural networks are missing the key structural mechanisms for solving complex real-world tasks requiring deep reasoning.This project attacks these fundamental problems by bringing together deep learning and structured prediction, with a highly disruptive and cross-disciplinary approach. First, I will endow neural networks with a ""planning mechanism"" to guide structural search, letting decoders learn the optimal order by which they should operate. This makes a bridge with reinforcement learning and combinatorial optimization. Second, I will develop new ways of automatically inducing latent structure inside the network, making it more expressive, scalable and interpretable. Synergies with probabilistic inference and sparse modeling techniques will be exploited. To complement these two innovations, I will investigate new ways of incorporating weak supervision to reduce the need for labeled data.Three highly challenging applications will serve as testbeds:
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 'SEDiment bioBARriers for Chlorinated Aliphatic Hydrocarbons in groundwater reaching surface water', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

Polluted groundwater in urban and industrial areas often represents a continuous source of (diffuse) contamination of surface waters. However, the fate of infiltrating groundwater pollutants might be influenced by the sediment in eutrophic water bodies. Such sediments form an interface between groundwater and surface water and possesses characteristic biological and physico-chemical degradation properties. Knowledge on natural attenuation of passing pollutants and the potential to stimulate and sustain occurring degradation processes are however scarce or non-existent. This is especially due to the lack of appropriate monitoring devices and tools to measure in situ mass balances of pollutants and reactants. In the SEDBARCAH project, we want to investigate the boundaries of the sediment zone as a barrier against the infiltration of chlorinated aliphatic hydrocarbons (CAH) into surface water and how we can turn this zone into a sustainable and efficient (stimulated) biobarrier technology for protection of surface waters from groundwater contamination. We will (i) determine the role of the microbial community present in sediments in the biodegradation of groundwater pollutants infiltrating a river bed; (ii) explore the boundary conditions and the possibility to increase and sustain removal activities in the sediment zone and (iii) select tools to follow such removal activities in situ. Therefore, a thorough investigation both in the field and in the laboratory of the physico-chemical and microbial processes occurring in these sediments will be performed and coupled to the CAH-degradation potential present in the sediment interface of two selected contaminated areas. In addition, methodologies to increase this degradation will be examined. The final goal of SEDBARCAH is to
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 'Advanced Acoustic Liners Concept: An innovative Approach to Predicting Sound Propagation Using Physics-Improved Time-Domain Impedance Boundary Conditions' (LinerFun) under Horizon Europe.

assistant: **Objectives**

Aircraft engines generate significant noise during takeoff and landing, prompting the use of acoustic liners (ALs) in engine nacelles for noise reduction. However, conventional ALs are inadequate for modern Ultra-High Bypass Ratio (UHBR) engines, which require thicker liners to cope with lower fan speeds, resulting in increased drag and design trade-offs. LINERFUN tackles the challenge of designing novel ALs that provide the necessary noise attenuation with reduced size without compromising aerodynamic efficiency. This complex task demands innovative solutions and a deep understanding of AL physics. LINERFUN aims to develop a physics-improved TDIBC (piTDIBC) model using scale-resolving simulations to predict sound propagation in turbulent flows within lined ducts. The piTDIBC model addresses the limitations of existing impedance models, which often fail to capture the intricate interaction between acoustic and aerodynamic phenomena. Due to piTDIBC's efficiency, LINERFUN will drive innovation in AL studies in academia and industry, enabling the conceptualization of ALs that meet the aeroacoustic, aerodynamic, and geometric challenges of UHBR engines. The project fosters interdisciplinary collaboration between Politecnico di Torino, the University of Melbourne, and ONERA, ensuring knowledge transfer among partners. Developing a new AL prototype to address UHBR acoustic challenges could be a significant milestone for the aerospace industry, revolutionizing AL technology and offering advanced tools for designing quieter, more efficient engines. LINERFUN contributes to the broader goals of reducing environmental impact and promoting the sustainability of modern air travel.


**Keywords:** Acoustic Liner, Computational Aeroacoustics, Computational Fluid Dynamics, Time-Domain
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 'New technology for CO2 separation and capture from flue and process gases: chemical temperature swing adsorption technology (CTSA)' (CTSA), addressing dissemination and exploitation.

assistant: **Impact**

The Kyoto protocol commits the industrialised countries to cut their overall greenhouse gas emissions by 8% below the 1990 level in the period 2008-2012. The development of innovative solutions is imperative to help fossil fuel based energy producers (30% of the CO2 emissions in the atmosphere) or massive CO2 producer industries to be in accordance with these International regulations.The objectives of the project are to develop and test a new technology called Chemical Temperature Swing Adsorption Technology (CTSA) for extraction of 90% of the CO2 from flue gases of power plants and various industries and recycling of this CO2 as a high purity gas in various industrial processes as for example manufacture of lubricants and vegetable greenhouse. The CTSA technology is based on a new solid sorbent, which will present a highly porous chemical compound entering into reversible chemical reaction with carbon dioxide.
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 Fourth Framework proposal for the project 'Artificial muscle for the development of rhobotic prosthetic and orthotic implants and devices'.

assistant: **Objectives**

AMDROID is a shared cost RTD project which will apply advanced robotic devices a ld control systems to demonstrate effectiveness in enhancing a Id restoring hluntm hmctions. Robotized yrosthetic and orthotic devices and implants will b develoDed using state of the art Smart Fibre actuators whicll will act as artificial mtlscle. The RTD project's goals will be to develop: - robotized prosthetic devices, smart tibre applied to a metal alloy skeleton (e.g. aml and halld), with neural net contn driving system based on special sensors Ibr drive control (e.g. sensing the user's foot and toe position) - robotized orthotic devices, smart fibrc applied to a plastic ecto skeleton, with controls and sensors for appropriate m ODeratiOn, wom externally by the user to help with manual tasks (e.g. a < active back support) to study smart fibre implants acthlg as slave to existing weak or degenerated muscle fibre (e.g. ftollowing severe acci An exploratory phase combining a proposal cxpallsion -uld l'easibility phasc, is re(luircd to identify tcclulical constraints, scope, ethics, market adoption and a Iy other issues which should clearly boundary these objectives such that a realistic, exploitable and high impact project ca l be proposed. rhe project fits well within the BIOMED 2 programme; biomedical engineenng restoration of human function. It will b perfonned by a mix of engineers, medical and clinical experts, t'rom different EU countries, and will result in a set of ba technology components (control systems, sensors, range of fibres) which will require t'urther adaptation for full commerz rhe SME's involved are experts in the areas ol' control systems, sensors, electro mechanical elements, remote control ar and ca R identify a range of product exploiartioll possibilities l'or 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: Draft an impact statement for 'Integrating research into development and ageing ('LifeSpan')', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

Although human ageing has many dimensions it is a biological process that we share with nearly all living organisms. Therefore, we must comprehend the broad principles of the biology of ageing. We address this at a time when many preconceptions about the ageing process, such as that it is an ineluctable part of our biology, are being challenged. In line with the continuous increase of our lifespan, ageing may be intrinsically far more malleable than previously thought.Ageing can only be understood by considering the entire human life history. Our life span is determined by genetic, environmental and stochastic factors, and evidence suggests that early-life events determine the individual status at the end of life. Therefore, we aim to bridge research on development with research on ageing, and to integrate these two disciplines that do not have a tradition of close interaction. We will move to and fro between experiments in (in)vertebrate models and observations in humans to test effects detected in one species as candidate longevity mechanism in the other. This approach has only been marginally explored and has never been attempted in one collaborative effort.Some of us have begun to probe this unexplored field of research, but fragmentation in Europe must be avoided. LifeSpan ensures the future framework of ageing research that allows the appropriate questions to be asked, using the most suitable organisms, and taking the appropriate experimental and observational approach. This can only be done effectively when the research groups in Europe have the proper expertise and carry out their research in an integrative manner, in terms of science, organisation, and of a common education programme. All participants excel in science including the expertise and resources neces
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 'IMproving Protein Annotation and Co-ordination through Technology' in the context of a Seventh Framework call.

assistant: **Objectives**

New DNA sequencing and metagenomics projects are increasing the flow of poorly annotated raw sequence data into public databases with limited annotation. At the same time, users are imposing increasing demands on databases to include functional and contextual information, and to facilitate linking to other databases. Recent advances in technologies for achieving this and enabling complex querying and analysis are now well established, including services such as DAS and Web services. Of the traditional protein functional classification resources, arguably the best known and most used is the InterPro database and its accompanying software, InterProScan. InterPro is an integrated documentation resource for protein families, domains and functional sites, which unifies data from 10 major signature databases into a single resource. It provides a means of small- and large-scale protein functional classification and annotation, adding value through its cross-references to GO, 3D structure data, and specialized protein family information. Despite the success of InterPro and its contributing databases, however, lack of funding recently has limited our collective ability to keep up with the ever-increasing flood of new data and emergence of new function-related data sources, and to fully embrace technologies such as DAS. This proposal aims to address these limitations and drive InterPro and its member databases into a sustainable future. This will be achieved through improved coordination of Consortium activities and infrastructures; by better interaction with our users, and increased functionality to better meet the needs of existing users, and to embrace more advanced users. Our focus for the future is on new protein signatures to increase coverage and depth of protein space, fa
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 'Biomass chp plants with gas turbine and pebble heater' demonstrating excellence, impact and implementation quality for a Fifth Framework call.

assistant: **Abstract**

Three SMEs want to develop a technology for the use of biomass for combined heat and power production, based on an indirectly fired cycle with Pebble-Heaters as regenerative heat exchangers, gas turbine in radial design and biomass combustor. The previous positive experiences with those components and some preliminary estimations indicate that the objectives of EURO 1500/KWe investment cost and EURO 0,05/kWh power production cost are achievable for small capacities (less than 5MWth). In the proposed Exploratory Award" - phase the feasibility check of such plant will be analysed through a critical survey of available literature and own experience. The market possibilities will be analysed, especially in connection with SMUs in fostery and agricultural sector, as well as with individual farmers. The previous commercial contacts and the CORDIS database will be exploited in the search for additional partners. Finally, the planning and the proposal for a combined R&D and demonstration project will be prepared and submitted to the Commission."
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 'MULtiple fission in micro-aLgaE: uncovering conserved Mechanisms' (MULLEM).

assistant: **Innovation**

Cell division is fundamental to life, but its regulation differs greatly across eukaryotes. While most divide by binary fission, producing two daughter cells per cycle, many green micro-algae divide by multiple fission, where one cell produces several daughters. This strategy supports rapid proliferation when conditions are favourable. A central checkpoint, the commitment point, ensures that only sufficiently grown cells proceed to division.Despite its importance, the molecular basis of multiple fission remains largely unknown. Current models describe it as a size-dependent ""sizer–oscillator"" system, but the identity of key regulatory components is still unknown.The MULLEM project (MULtiple fission in micro-aLgaE: uncovering conserved Mechanisms) will fill this gap by combining comparative transcriptomics, functional genetics and evolutionary analyses. Time-resolved RNA-seq across three green microalgae (Chlamydomonas reinhardtii, Chlorella sorokiniana, Scenedesmus quadricauda) and a diatom out-group (Phaeodactylum tricornutum) will highlight conserved candidate genes. These will be functionally validated through loss-of-function studies, complementation assays and live-cell imaging in Chlorella and Chlamydomonas. Double mutant analyses in Chlamydomonas will then reconstruct regulatory hierarchies, delivering the first molecular framework for multiple fission control.By revealing the molecular drivers of multiple fission, MULLEM will advance our understanding of eukaryotic division strategies and open new avenues to exploit multiple fission for sustainable biotechnology. The fellowship will strengthen the fellow’s expertise in algal genetics and comparative genomics, providing a strong platform for future independent research leadership.""


**Keywords:** Multiple fis
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 'Application of ultrafast lasers to time gated 2-d and 3-d imaging through turbid media including biologic tissue' under Fourth Framework.

assistant: **Concept**

Time - gated holography is a fast growing research field of Optical Imaging with important biomedical applications.The proposed research project presents a high potential in the future of the applicability of time - gated holography technique to biomedical imaging. This project is aiming to provide training and promote innovation towards imaging through turbid media, as well as the development of ultrafast lasers. In a first phase the project is concerned witl the building of a prototype apparatus, based on the time - gated holography technique, and evaluate it in a clinical environment. Parallel work will be done towards the development of a compact all-solid-state diode-pumped laser for the use of the apparatus. A further target is to investigate novel aspects related to imaging through thicker tissues.  The image technology that is proposed represents an important potential application of laser systems and imaging expertise.