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: Draft an executive summary for the EU project 'Towards Total Scene Understanding using Structured Models' (HELIOS) targeting Seventh Framework.

assistant: **Abstract**

This project is at the interface between computer vision and linguistics: the aim is to have an algorithm generate relevant sentences that describe a scene given one or more images.Scene understanding has been one of the central goals in computer vision for many decades. It involves various individual tasks, such as object recognition, action understanding and 3D scene recovery. One simple definition of this task is to say scene understanding is equivalent to being able to generate meaningful natural language descriptions of a scene, an important problem in computational linguistics. Whilst even a child can do this with ease, the solution of this fundamental problem has remained elusive. This is because there has been a large amount of research in computer vision that is very deep, but not broad, leading to an in depth understanding of edge and feature detectors, tracking, camera calibration, projective geometry, segmentation, denoising, stereo methods, object detection etc. However, there has been only a limited amount of research on a framework for integrating these functional elements into a method for scene understanding.Within this proposal I advocate a complete view of computer vision, in which the scene is dealt with as a whole, in which problems which are normally considered distinct by most researchers are unified into a common cost function or energy. I will discuss the form the energy should take and efficient algorithms for learning and inference. Our preliminary experiments indicate that such a unified treatment will lead to a paradigm shift in computer vision with a quantum leap in performance. We intend to build embodied demonstrators including a prosthetic vision aid to the visually impaired. The World Health Organization gives a figure of over 300 milli
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 'Monitoring changes in brain states using dynamical causal networks' (DynamicBrainStates), addressing dissemination and exploitation.

assistant: **Impact**

I propose a new model and estimation method that will allow Neuroscientists to detect, track, and predict temporal changes in dynamical brain networks non-invasively. These changes underpin shifts in brain (cognitive) states which are currently inaccessible using standard Neuroimaging techniques. The method combines recent advances in dynamical systems theory and Bayesian inference to integrate Electroencephalography (EEG) and Diffusion Weighted Magnetic Resonance Imaging (DWMRI) data in an efficient way. I will provide a proof of concept that the method can be used as a tool for early diagnosis of brain dysfunction. Given the current emphasis on reducing the social and economic impact of neurodegeneration and aging across the EU, I focus on using Transcranial Magnetic Stimulation (TMS) to induce small changes in two exemplars of distributed networks that simulate semantic and motor neurodegeneration as a demonstration of what this method can detect. The proposed approach has the potential to change strategies for screening and early diagnosis of neurodegenerative conditions. It will lead to new clinical applications that will significantly impact the study of the aging brain and mental health, as well as the analysis of a wide variety of normal brain function, such as social behaviour, decision-making, or resting-state.


**Keywords:** Dynamic brain networks, EEG, effective connectivity, anatomical connectivity, TMS
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 Fifth Framework proposal for the project '3rd Generation Telematics'.

assistant: **Objectives**

OSGi can help overcome many obstacles to the mass-market introduction of in-vehicle telematics platforms. To realise its full potential for telematics, there is a need to ensure that vehicles equipped with OSGi-based terminals can roam between any control centre and that service providers can offer their OSGi-based services to any control centre. 3GT will tackle this challenge by developing a common architecture and interface specifications (API's) for OSGi-based telematics and very widely test them in trals at 5 European test sites with a view to finalise and publish them as a stable, open standard.Objectives:The goal of this project is to help establish OSGi-based in-vehicle telematics platforms on the European mass market by ensuring interoperability. To do so, 3GT will finalise common OSGi-based specifications for the interface between vehicle and control centres as well as for the interface between control centres and service providers, widely test and validate these specifications in five European test sites, and publish them as a stable open standard as a key outcome of the project. Special attention will be given to the mechanisms required for pan-European service delivery and anytime, anywhere" service access. By involving many key companies from all sectors of the telematics industry, either in the consortium or the open project Forum that will meet at t e key stages in the project, and by cooperating with organisations such as OSGi, AMI-C, MOST and the Telematics-Forum, the project believes that will generate the necessary momentum to achieve this goal.Work description:Project work has been divided into seven work packages (WPs) including "Project management" (WP1). The WP on "User needs and system requirements" (WP 2) will consolidate earlier work on use cas
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 Seventh Framework proposal on 'The Star Formation and Enrichment Histories of Galaxies'.

assistant: **Innovation**

Understanding the formation and evolution of galaxies is one of the big challenges and opportunities in astronomy today. One of the main pathways to pick up this challenge is to study in detail the stellar populations in galaxies in the local universe. Two questions we would particularly like to answer but cannot at the present time are:1) How old is the oldest significant population of stars in each galaxy and what is its mass fraction?2) What is the enrichment history of each galaxy, i.e. what is the relation between the stellar ages and the stellar element abundances per galaxy?My research program centers on answering these questions through assembling observational data that can completely characterize the stellar content of galaxy disk over their full spatial extent (the largest Integral Field Spectroscopy Survey ever undertaken), through developing novel methods to extract the full information content from these and other data (full spectral fitting, accurate stellar population models) and through developing methods that allow to mimick the observational process on simulated galaxies (through close collaboration with the simulators).Obtaining a Career Integration Grant would allow me to pursue this research program in a much more agressive manner by maintaining and extending my collaborations within Europe and within my host institution AIP and its surrounding research area in Potsdam alike. Specifically, the CIG would allow me to 1) extend my role as Project Scientist for the pan-European CALIFA collaboration 2) keep and extend my network of European collaborators in the field of stellar population modelling and analysis 3) prepare for the upcoming opportunities in the context of the MUSE@VLT instrument, the MaNGA project and the instrument studies Fireball/ERASM
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 'Long Term Research on Sea Turtle Ecology and Conservation' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

Long term monitoring and conservation management are mandated for adequate estimations of sea turtle population size, conservation status and trends. In this multidisciplinary project, a former Marie Curie postdoctoral scientist experienced in reproductive ecology of marine turtles will fuse his expertise, enhanced during his postdoctoral fellowship, with an integrated approach using state-of-the-art technological tools. The applicant will perform electronic nest monitoring, satellite tracking, molecular genetics analyses and remotely sensed oceanography to study the ecology and conservation status of marine turtles nesting populations in the Dominican Republic (DR), as a continuation of his research in the past two years. The true quality of this bid lies on two aspects: First, in its broad-reaching and integrated approach to the study of these populations of critically endangered migratory marine vertebrates; and second, in the transfer of knowledge and use of novel techniques learnt by the applicant from the team and the country where he was placed for his fellowship, to the new host institution. The scientific literature, conservationists, local and regional stakeholders in Dominican Republic, the new host institution and the applicant will all benefit immensely.
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 'Organization of an international colloquium: promoting growth and development of under fives" from 28 to 30 november 2001"' (PROGRODEV).

assistant: **Innovation**

International and national organisations and NGOs have already invested more than 25 years in programs to improve the growth and development of children . Success varies considerably and there is little exchange of experience and results. At the same time there are controversies about the appropriateness of certain intervene- tins such as 'growth monitoring' or the role of sectors and organisations in ac- trinities aimed at improving child health. The aim of this international colloquium is to provide an up-to-date overview of the problems faced with growth and dive- lament of Under Fives' and to propose alternative strategies. Field workers, lea- ding experts, health professionals and scientists from north and south will be brought together to exchange experiences and present state of the art syntheses. Invited participants will come from different backgrounds, so that the consider- tins on child needs and activities are not solely from a medical perspective.
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 'Remote Entanglement Between a Superconducting and a Spin Qubit', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

We are in the midst of a second quantum revolution based on controlling and manipulating of individual quantum states of atoms, ions, quantum dots or photons in microscopic systems. Quantum computers can solve complex problems exponentially faster than classical counterparts which is necessary to advance medicine, engineering, logistics, chemistry and other fields. Extremely secure communications and faster code breaking based on quantum innovations are essential for European technological sovereignty. Europe’s leading scientific position will rely on quantum computers, simulators and sensors, interconnected via quantum networks distributing information and quantum resources. However, the current state of quantum technology necessitates that many separate systems work independently of one another. The Superspin project's end goal is to establish the technology needed to optically link a superconducting quantum computer and a spin-based quantum memory, both of which function at very different frequencies. We need to convert signals from the microwave to the optics and the visible wavelength to the telecom regimes, and to do so we will be developing novel components operating at the single photon level. We will also create an optical quantum memory and a qubit chip based on superconducting technology that can communicate with such convertors. In Superspin, we will show that a quantum state from a superconducting qubit can be stored in a spin qubit, marking the first demonstration of this concept. With Superspin, we facilitate the scaling of quantum technology by allowing individual systems to interact with one another remotely, rather than relying solely on the construction of ever-larger isolated systems. By providing a primary building block for the interconnection of q
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 'An Information Theory of Simple Interaction' (InfoInt).

assistant: **Innovation**

Motivated by our recent progress in feedback information theory and its deep relations to stochastic dynamical systems, and inspired by natural phenomena such as bio-molecular interactions and human conversation, this research will explore the fundamental limits of information transfer via simple interaction. In the standard information theoretic framework, the problem of reliable communications is typically studied in an asymptotic unidirectional regime, where optimal performance is attained via complex codes employed over increasingly long time epochs. Here, we will investigate a markedly different paradigm where communicating parties are restricted to use simple finite-state rules to act and react on the fly. We will consider a broad spectrum of models ranging from feedback communications and two-way channels to multiuser setups and large homogeneous networks, and study measures of information transfer and dissipation, their relations to dynamical system contraction factors, and the fundamental tradeoffs between complexity and performance. While prominently theoretic, our investigation is expected to admit important practical applications and a cross-disciplinary impact. In communications, and especially in resource-limited systems such as wireless sensor networks where battery-life is a bottleneck, a breakthrough in the understanding of optimal interaction can lead to a paradigm shift in system design, yielding simpler, cheaper, more robust solutions. In Finance, where market behavior is a cumulative effect of local actions taken by individuals based on limited noisy observations, quantifying interaction and its relation to information propagation can enhance our ability to forecast and explain macro level phenomena. Finally, an information theoretic characterizatio
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 'PHENOLIC PHYTOPROTECTANTS - ROLE IN PREVENTING INITIATION, PROMOTION AND PROGRESSION OF CANCER'.

assistant: **Objectives**

The objectives of the project are : 1. to extract, identify and quantify phenolic phytoprotectants (PPPs) in plants and processed foods;2. to evaluate anti-cancer effects of PPPs;3. to assess the bioavailability of PPPs;4. to evaluate the role of intestinal microflora and membrane function in these processes.Limited epidemiological and experimental data suggest that PPPs may help to prevent cancer. The overall objective of this project is to extensively study this group of compounds in order to confirm their anticancer action and suggest mechanisms by which this may occur and assess the amount and bioavailability of PPPs in the diet.The group of tasks analytics will :1. analyze, by GC-MS, major PPPs (lignans isoflavonoids, flavonoids and alkylresorcinols) in different varieties of plants, agronomic conditions and processing methods;2. quantify PPP metabolites in samples from human, animal and in vitro studies;3. supply selected compounds (including radiolabelled and stable isotope derivatives) for use in bioassays by other participants.The group of tasks metabolism, short-term carcinogenicity studies will :1. assess the role of gut microflora in the metabolism and bioavailability of PPPs;2. investigate the activity of PPPs and their metabolites in a number of novel biological assays for antigenotoxicity and anticarcinogenicity;3. establish the relative activity of PPPs in tumour target tissues (colon, breast, prostate) from humans and animals;4. assess the action of PPPs on crucial membrane-associated functions, signal transduction and early molecular events of carcinogenesis, thus providing information on mechanisms involved.The group of tasks in vivo assays and human volunteer studies will :1. study the absorption, bioavailability and tissue distribution of PPPs (radi
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 'Proactive community adaptation to climate change through social transformation and behavioural change' in the context of a Horizon Europe call.

assistant: **Objectives**

The strategic objective of PRO-CLIMATE is to support communities to proactively adapt to climate change through social transformation and behavioural change. To achieve this, PRO-CLIMATE will identify social tipping points and policy actions that enable systemic transformation to be achieved across social systems. PRO-CLIMATE will adopt an approach guided by the concept of systems thinking, which views communities as complex systems that are interconnected and influenced by multiple factors, socio-economic and environmental. By understanding and leveraging their dynamics, it will then develop strategies and interventions that promote social transformation and behavioural change. This will result in a robust framework for designing effective methodologies and tools to foster proactively adaptive behaviours and facilitate transformative changes. A set of diverse (in terms of climate change problems and socio-economic contexts) case studies across Europe will be an instrumental tool for the co-creation, validation, and upscaling of this framework by running living labs and bringing stakeholders together to understand community governance and institutional structures, and to also pilot and validate the project's behaviour change activities. The outputs of PRO-CLIMATE will include: a) the identification of key components of climate adaptation systems, their interactions, systemic interdependencies and trade-offs, b) the design, implementation, and evaluation of a living lab framework, c) the identification of social tipping points and leverage actions for policy makers, d) the development of a multi agent computer model for European socio-ecological systems to allow a realistic analysis of existing and future policy scenarios likely to produce systemic transformations, and e
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 'Development of in-vitro tests for drug allegernicity and b cell switching to ige synthesis' (1994-1998).

assistant: **Innovation**

The aim of this proposal is to develop in-vitro tests that are predictive of the capacity of drugs to induce allergic reactions in man. The processes that lead to antibody production by B cells in response to primary drug allergen exposure, culminating in IgE synthesis, will be modelled in-vitro using lymphoid cells of human origin. The methods to be used will draw extensively on novel in-vitro technology. Ultimately the aim is to simplify the system, for example by the use of cell lines, such that it may be easily developed as a test for screening of drugs for allergenicity. The project is divided into 5 interactive Work Packages tWP) that are designed to meet the above scientific objectives. Throughout the project beta-lactam antibiotics will be used as model compounds since they are known to conjugate spontaneously to proteins to generate allergenic epitopes without requirement for metabolic activation. In WP 1 the plasma protein and cellular peptide targets for drug conjugation will be characterised using immunochemical and molecular biological techniques. In particular the possibility that beta-lactam drugs may conjugate directly to MHC class II molecules will be investigated. These conjugates will be made available to WP 2-5. In WP 2 the responses of antigen-presenting cells to drugs and drug-derived peptides will be studied in terms of cytokine expression and surface adhesion molecule expression. The responses of drug-specific human T cells in terms of patterns of cytokine expression, surface adhesion molecule expression and activation of transcription factors will be studied in WP 3. In WP 4 T cell clones will be derived from drug-allergic patients. Patterns of cytokine and adhesion molecule expression will be studied, and compared with primary cultures. Optimal