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 a project proposal abstract for 'Systematic Design and Testing of Advanced Rotating Packed Bed Processes and Phase-Change Solvents for Intensified Post-Combustion CO2 Capture' to be submitted under Horizon 2020.

assistant: **Abstract**

ROLINCAP will search, identify and test novel phase-change solvents, including aqueous and non-aqueous options, as well as phase-change packed bed and Rotating Packed Bed processes for post-combustion CO2 capture. These are high-potential technologies, still in their infancy, with initial evidence pointing to regeneration energy requirements below 2.0 GJ/ton CO2 and considerable reduction of the equipment size, several times compared to conventional processes . These goals will be approached through a holistic decision making framework consisting of methods for modeling and design that have the potential for real breakthroughs in CO2 capture research. The tools proposed in ROLINCAP will cover a vast space of solvent and process options going far beyond the capabilities of existing simulators. ROLINCAP follows a radically new path by proposing one predictive modelling framework, in the form of the SAFT-γ equation of state, for both physical and chemical equilibrium, for a wide range of phase behaviours and of molecular structures. The envisaged thermodynamic model will be used in optimization-based Computer-aided Molecular Design of phase-change solvents in order to identify options beyond the very few previously identified phase-change solvents. Advanced process design approaches will be used for the development of highly intensified Rotating Packed Bed processes.  Phase-change solvents will be considered with respect to their economic and operability RPB process characteristics. The sustainability of both the new solvents and the packed-bed and RPB processes will be investigated considering holistic Life Cycle Assessment analysis and Safety Health and Environmental Hazard assessment. Selected phase-change solvents, new RPB column concepts and packing materials will be
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 'Multimodal integration and population dynamics in the Deep Cerebellar Nuclei' (DeepPop), addressing dissemination and exploitation.

assistant: **Impact**

The cerebellum is a key structure of the central nervous system that contains more than half the neurons of the brain. It is highly conserved across vertebrates and crucial for coordinated movement, motor learning and cognition. Cerebellar dysfunction causes a wide range of motor (ataxia, dystonia) or non-motor (autism, schizophrenia) disorders. It is made of two structures: the cerebellar cortex and the Deep Cerebellar Nuclei (DCN). While the former has been thoroughly studied, the DCN - the actual output of the structure - are much less understood. Technological limitations and experimental difficulties have limited the study of DCN processing rules both at the cellular and at the population level. A multidisciplinary approach combining recent discoveries on DCN structure, modern cell type labelling strategies and optogenetics, and novel optical tools based on work performed during my first postdoctoral project (acousto-optic 2-photon imaging coupled with GRIN lenses) will address the following fundamental open questions that limit our understanding of sensorimotor systems: 1) How are inputs carrying sensorimotor information from different parts of the brain (mossy fibres (MFs) and climbing fibres (CFs)) integrated by individual DCN neurons? 2) How are CFs and MFs carrying different sensory modalities processed by DCN neurons at the neuronal and dendritic levels? And how does it relate to distinct DCN neuron subpopulations? 3) What is the dynamic of these subpopulations during a behavioural task in vivo? The outcome of the DeepPop project will provide new knowledge of the computations performed in the cerebellum, novel optical solutions to study deep brain structures and data that will be used by the wider community (e.g. modellers, theoretician, clinicians) and incre
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 'Retrieval-Augmented VIsion-Language Models for Open-vocabulary LocalizatIon' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

The proposed research project, RAVIOLI (Retrieval-Augmented VIsion-Language Models for Open-vocabulary LocalizatIon), aims to significantly advance the field of segmentation by innovatively integrating retrieval-based predictions from a memory with the original predictions of a vision-language model (VLM) through a learnable fusion model. Addressing a critical gap in existing methods, which often struggle to adapt to new or complex classes and domains, RAVIOLI seeks to enhance the accuracy, adaptability, and granularity of segmentation tasks across various applications, from autonomous vehicles to medical imaging. Importantly, there has been no similar attempt to learn a fusion model with these properties in any open-vocabulary dense task, such as segmentation, making our approach truly pioneering. The ambitious scope of this project lies in its aim to create a tailored, flexible, robust, and scalable solution that will redefine the capabilities of vision-language models, setting a new standard in the field of open-vocabulary segmentation. The project will be hosted by the Visual Recognition Group (VRG) at the Czech Technical University in Prague (CTU) under the supervision of Prof. Giorgos Tolias. The fellow, Bill Psomas, with a strong background in computer vision (CV) and deep learning (DL), is well-equipped to lead this research, which will further supported by a secondment at AImageLab, University of Modena and Reggio Emilia (UNIMORE) working with Prof. Rita Cucchiara.
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 'Building energy renovation through timber prefabricated modules', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

About 40% of the overall energy consumption in Europe is related to the building sector and represents about 1/3 of Europe’s CO2 emissions. The successful accomplishment of the emission reduction target by 2050, involves the need to increase the rate of retrofitting of the inefficient building stock up to 2.9%. In order to increase the renovation rate, more efficient renovation processes from design to manufacturing phase are needed. The use of prefabricated modules for renovation reduces on-site works, installation time, works intrusiveness, minimising the consumption of raw material; however there is a need to define holistic methodologies to adapt prefabrication processes to individual renovation solutions as well as to mass production, linked to computer design tools. Giving answer to the mentioned needs BERTIM will provide: (1) High energy performance prefabricated modules for deep renovation, integrating windows, insulation materials, collective HVAC systems, renewable energy systems and energy supply systems. The modules will be based in timber and recyclable materials for a low carbon foot print. The assembly system will guarantee a very little time in the installation and low disturbance to tenants. (2) An innovative holistic renovation process methodology based on a digital workflow from design to installation phase. In order to support the renovation process, a renovation project design tool oriented to SME integrating BIM with CAD/CAM tools and assuring the interoperability with CNC machines for mass manufacturing processes will be developed and implemented in three industrial settings. (3) Affordable business opportunities for different stakeholders as potential leaders in the launching of the renovation process. The whole renovation process and the develop
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 'Mediterranean ocean forecasting system : toward environmental predictions' (MFSTEP).

assistant: **Concept**

This proposal seeks the consolidation and further expansion of a Mediterranean marine forecasting system based upon the elements implemented during a previous EU funded Project. The goal is to advance the monitoring technology to achieve maximum reliability of the observing system, to demonstrate the practical feasibility of regional and shelf scale forecasting in several Mediterranean sub-regions and to start the development of end-users interfaces for the exploitation of the project products. The proposal is called 'Mediterranean Forecasting System Toward Environmental Predictions-MFSTEP' because it introduces elements of a multidisciplinary and multiparametric observing system, together with the modelling components that will allow, in a successive phase, to carry out deterministic marine biochemical elements predictions.
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 'Nonlinear Fourier Transforms in Action' (NEUTRINO).

assistant: **Concept**

Nonlinear effects are ubiquitous in many modern technology fields such as photonics and hydromechanical engineering. The standard method to deal with nonlinear effects is to use linear approximations because they are simple to work with. Engineers typically consider nonlinear effects a nuisance that cannot be dealt with in exact terms. This intuition is deeply engrained in the collective subconscious, but it is not always correct -- not all nonlinearities are equally bad. Many practically important nonlinear systems can be approached using so-called nonlinear Fourier transforms, which offer simple closed-form descriptions for nonlinear phenomena that are difficult to work with in the conventional time- or frequency-domain, similar to how the conventional Fourier transform simplifies the analysis of linear systems. Today, almost fifty years after the discovery of the first nonlinear Fourier transform by Gardner et al., nonlinear Fourier transforms have been studied intensively in mathematics and physics. However, despite many potential applications, they have not yet found widespread use in engineering. The lack of efficient numerical algorithms for the computation of nonlinear Fourier transforms similar to the celebrated fast Fourier transform is the major roadblock. I have recently been able to present the first “fast nonlinear Fourier transforms”, but most of this work so far was concerned with signals that obey vanishing boundary conditions. This is the simplest, but not the practically most relevant case. Periodic and Dirichlet boundary conditions occur frequently in practical applications, but their treatment is much more difficult. I aim to push nonlinear Fourier transform into engineering practice by developing fast nonlinear Fourier transforms for two prototypic
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 'Galileo W-CDMA Integrated Navigation' (GAWAIN) under Fifth Framework.

assistant: **Objectives**

In the GAWAIN project an integrated GNSS/UMTS receiver will be developed for the transport and tourism market, which provides seamless indoor/outdoor navigation and communication through the combination of GPS/Galileo with third-generation wireless 3G/UMTS and WLAN/Bluetooth. Starting with the development of a SW-Prototype Simulator, which uses new algorithms based on GNSS (Galileo and GPS) and UMTS for positioning, the project will run through an Baseband-Prototype Phase in order to come up with an RF integrated prototype, which is capable of solving the seamless indoor/outdoor navigation and communication task. Besides radio navigation, the integrated receiver architecture derived in GAWAIN and the corresponding prototype will cover GIS data as well. DESCRIPTION OF WORKStarting point for the GAWAIN project will be the definition of the user requirements. Then, in order to reach the designated goals of GAWAIN, the following tasks will be performed: ? Develop an End-to-End SW receiver simulator (Virtual Prototype), enabling maximum flexibility in algorithm design for different signal structures. ? Develop new Galileo receiver algorithms (acquisition & tracking), able to work with the new Galileo signal structure (and new GPS-IIF signal structure) ? Develop a baseband (I & Q signals) Galileo/GPS-IIF signal generator (adaptation from existing UMTS signal generator) ? Provide a real implementation of Galileo/GPS-IIF/UMTS signal algorithms on a real signal processing device (Baseband Prototype) ? Validate implemented algorithms using the I&Q baseband signal generator ? Integrate signal processing device with a suited RHF-front end and antenna to a complete receiver device (Receiver Prototype) ? Add to baseband signal generator an existing RF-front end, generating real RF si
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Sixth Framework proposal on 'New technique for radiation free energy saving and more versatile High Frequency welding'.

assistant: **Innovation**

High Frequency welding equipment is used all over the world especially for welding plastic films of Polyurethane and PVC. Main products welded with the technique are e.g. life jackets drip and blood bags rain clothing and lorry covers. The problem with the used technique is that the very high power up to 80 kW in combination with old low tech equipment vacuum tube both gives a high energy loss and a high level of electromagnetic radiation. The International Commission on Non Ionizing Radiation Protection have published a standard that lays down the electro-magnetic field strengths to which the human body may be exposed. The HF Welders are really living on the edge of this standard. The overall objective is to develop a new technique for HF welding based on modern technology giving better energy efficiency and lower levels of electromagnetic radiation. A secondary objective is to automate the frequency adjustment. This will enable tuning for new materials products and welding of materials with varying thickness. The RTD will concentrate on solving the technical problems regarding. The vacuum tube how to replace it with modern solid state technique to eliminate the electromagnetic radiation and reduce the energy consumption. Frequency adjustments new regulating equipment for optimized weld cycle easier tuning when new materials or products are to be welded and enable more complex products to be welded This also includes the development of new materials.Results exploitationThe result will be a new HF welding equipment radiation free low energy and versatile which the SME proposers will exploit sell in most countries in Europe with start in 2008 9...
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 'The Bacteroides dual-pumping membrane-integral pyrophosphatase: a novel drug target' (BactoDrug) under Horizon 2020.

assistant: **Objectives**

Membrane-integral pyrophosphatases (M-PPases) couple cleavage of pyrophosphatase to pumping of ions across a membrane to generate membrane potential and play an important role in resistance to stressors. The solved structures of an H+-pumping M-PPase from Vigna radiata and an Na+-pumping M-PPase from Thermotoga maritima show M-PPases form a channel through the membrane, and this channel is plugged by an ion gate formed by three charged residues. Despite these structures, there are still many outstanding questions regarding M-PPases, especially in relation to H+ and Na+ dual-pumping M-PPases.Bacteroides species are a major cause of anaerobic infections, and though they are part of a healthy human gut flora, when these bacteria escape the gut, they can cause bacteremia and abscess formation. Bacteroides species are associated with high antibiotic resistance rates and have a 19% or greater mortality rate. However, they do possess a possible drug target: an H+/Na+-pumping M-PPase.A major goal of this project is to solve the structure of the Bacteroides vulgatus H+/Na+-pumping M-PPase to guide mutational studies to determine how M-PPases select for ions and to explore how the ion gate is opened and closed during ion pumping. Since the ion gate is closed in all M-PPase structures to date, I will also use single molecule fluorescence resonance energy transfer and total internal reflection fluorescence microscopy to determine the kinetics and conformational changes during ion gate movement. Finally, I will use molecular mechanics modeling to simulate ion gate function and design small-molecule drug candidates. Molecules that trap the ion gate in the open conformation will convert M-PPase into a pore in the membrane of Bacteroides species, leading to collapse of the membrane pot
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Big Data for 4D Global Urban Mapping – 10^16 Bytes from Social Media to EO Satellites'.

assistant: **Innovation**

By 2050, around three quarters of the world’s population will live in cities. The new dimension of ongoing global migration into the cities poses fundamental challenges to our societies across the globe. Despite of increasing efforts, global urban mapping still drags behind the geometric, thematic and temporal resolutions of geo-information needed to address these challenges.Nowadays diverse sets of incomplete data exist. For example, Earth observation (EO) satellites reliably provide geodetically accurate large scale geo-information of the cities on a routine basis from space. But the data availability is limited by resolutions and acquisition geometries of the sensors. Complementarily, massive imagery, text messages and GIS data from open sources and social media are temporally quasi-seamless, spatially multi-perspective, but with diversely unknown qualities. With So2Sat I will jointly exploit big data from social media and satellite observations for global urban mapping, and aim at breakthroughs in 3D/4D urban modelling, infrastructure occupancy classification, and very high resolution population density mapping on a global scale for revolutionizing urban geographic research. The following methodological and application objectives will be addressed: improving urban-related information retrieval from EO satellite data (MO1), mining urban imagery and text messages from social media data (MO2), information fusion from heterogeneous data sources (MO3), big data processing (MO4), as well as pilot applications in informal settlements classification (AO1) and global population density estimation (AO2).The outcome of So2Sat will be the first and unique global and consistent spatial data set on urban morphology (3D/4D) of settlements, and a multidisciplinary application deriv
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 'Molecular basis of beneficial plant-endophyte interaction - sustainable agriculture from within' (ENDOPHYTES) targeting Seventh Framework.

assistant: **Abstract**

In todays world, there is a growing need for biomass for food, feed and fuel. The search for a suite of strategies for sustainable production of biomass is of great scientific, technological and societal interest, and there is a pressing need to identify novel targets that can be manipulated for designing new strategies to enable sustainable crop production at higher intensities with limited water supply and to reduce our dependency on synthetic pesticides. Microbial endosymbionts, endophytes, represent alternative sources of biocontrol agents as they can enhance growth and tolerance to a variety of biotic and abiotic stresses. The objectives of the proposed research project are to uncover the molecular mechanisms of beneficial interaction between the endophytes and the host plant. Specifically,  to dissect the mechanism of their interaction by characterizing the mechanisms of initial colonization of the root surfaces, early infection, adaptation inside the hosts, and impacts on host innate immunity and growth. The outcome will generate valuable new knowledge to identify the key functions in plant growth promotion and plant protection. These findings will  be useful to develop strategies to increase plant establishment and biomass production, for improved sustainable agriculture, bioenergy feedstock production on marginal lands, or fight desertification of arid areas.The project is novel and ambitious with the state-of-the-art knowledge and methodologies in microbial biofilm, plant cell wall biology and innate immunity in world leading research institution in microbial biofilm research in USA and in integrated plant research in Denmark.