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: Describe how 'Bioclimatology of Canopy Photosynthesis in Temperate European Forests' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

Large uncertainties exist on the current carbon dioxide uptake by European forests. One of the reasons is, that the high variation of observed CO2 uptake rates cannot be directly attributed to forest canopy traits or environmental conditions. Therefore, we propose to look much closer at the processes that infer the carbon budgets of forests than done in previous work. With the proposed Fellowship the two involved scientists aim at advancing knowledge on the determinants for the gross canopy photosynthesis rates (Pg) at the example of three European temperate forests. An intensive training programme is proposed in two major areas of concern: (i) training in eco-physiological field methods and (ii) training in advanced methods to examine the mathematical properties of biophysical models, and, thereby, of the biophysical systems themselves. In both training areas an exceptional expertise exists at the Host Institution. Complementary expertise is brought in by the Fellow. A key element of the collaborative Pg research is the application of the three dimensional forest stand model MAESTRA. During the Fellowship structural and physiological model parameters will be collected in two Danish and one German forest. Emphasis will be placed on the accurate determination of t he quantum yield of photosynthetic electron transport. Simulated Pg will be compared with independent CO2 and water vapour flux observations at different spatial scales. Rigorous statistical analyses will detect systematic and random differences between the model output and the observations. These will be interpreted in terms of model performance and flux data quality. A model sensitivity study using a Monte Carlo framework will yield the desirable uncertainty estimate of the model output. Finally, the mode l w
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 'Fuel Cell the Hydrogen Store for Integration Into Automobiles (Fuchsia)' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

The production of light vehicles with zero emissions, optimum fuel cell efficiency and using a totally renewable fuel source is dependent on the availability of anon-vehicle hydrogen store. Novel carbon and metallic hydrogen store materials will be investigated to identify one capable of storing greater than 7-wt % hydrogen. A production, process will be developed for the material. The project will lead to a hydrogen store based on novel carbon based materials capable of supplying a fuel cell with output power suitable for a commercially viable light vehicle.
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 'Human Evolution at the Crossroads' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The most important open questions in European paleoanthropology concern the timing, number and origin of early human dispersals into the continent, the identity and number of taxa present, and their possible interactions. These issues remain unresolved partly due to the lack of research in South-East Europe, a region at the crossroads between continents and a refugium for fauna, flora and possibly human populations during glacial times. The PI’s previous work there (ERC StG PaGE) aimed to add new evidence to further our understanding of human evolution on the continent. PaGE led to the discovery of several new Paleolithic sites, including the oldest radiometrically dated archaeological site from South-East Europe, placing the region squarely in the Paleolithic map of Europe.  CROSSROADS is an ambitious, groundbreaking research program that builds on the foundation of PaGE to take Paleolithic research in the region to a new level. In contrast to the exploratory goals of PaGE, it focuses on the early part of the Paleolithic targeting the following questions: Can human presence in South-East Europe, considered a major dispersal route into the continent from Africa and the Near East, be documented beyond the current known chronology of ca. 500 ka BP, as shown in the West? Is there a gap between the earliest human arrival and subsequent human activity in the region, or was human habitation continuous, as would be expected in a refugium? What was the environmental backdrop of the early human dispersal and subsequent evolution? How did behavioral / biological change correlate with environmental changes, chronology and landscape use? Can we document a higher level of diversity in the human fossil record of the region than would be expected under evolutionary scenarios developed
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 'Traits and Games: How Personal Cognitive and Psychological Features Affect Strategic Behavior' (TRAITS-GAMES) under Horizon Europe.

assistant: **Objectives**

I will analyse how agents’ traits affect behaviour and strategic reasoning in decision problems and games. Traits encompass stable cognitive and psychological features of agents, such as tastes, skills, cognitive abilities, attitudes toward uncertainty and misspecification, concerns for others, and propensities to be affected by emotions. To build an adequate formal framework, I will try to comply with a separation principle: the description of the rules of interaction should be separate and independent from the description of players’ traits. This will enable a fruitful and conceptually rigorous analysis of personal traits in games, including players’ abilities and cognition, analogous to what has already been done—for example— concerning attitudes toward risk. Also, to model interactive strategic thinking (a.k.a. epistemic game theory), I will use a flexible approach that, unlike the standard one, does not assume common knowledge of cognitive rationality (e.g., of coherence). I will start with individual decision making and planning and then embed the analysis in interactive situations, with a special attention to sequential decision making and the role of time. Building on and improving upon my previous work on the foundations of game theory and psychological games, most of the analysis of the impact of traits on behaviour will be either focused on steady-state long run outcomes, using variations of the self-confirming concept, or outcomes consistent with subjective rationality and strategic reasoning, characterized by variations of rationalizability. Examples of the research questions to be addressed are the following: (1) How do cognitive feature affect strategic interaction? (2)  Can institutions and agreements be robust to assumptions about interactive knowledge
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 'Training for Big Data in Financial Research and Risk Management' in the context of a Horizon 2020 call.

assistant: **Objectives**

BigDataFinance, a Marie Skłodowska-Curie Innovative Training Network “Training for Big Data in Financial Research and Risk Management”, provides doctoral training in sophisticated data-driven risk management and research at the crossroads of Finance and Big Data for 13 researchers.  The main objectives are i) to meet an increasing commercial demand for well-trained researchers experienced in both Big Data techniques and Finance and ii) to develop and implement new quantitative and econometric methods for empirical finance and risk management with large and complex datasets. To achieve the objectives, the emphasis is put on exploiting big data techniques to manage and use datasets that are too large and complex to process with conventional methods.Banks and other financial institutions must be able to manage, process, and use massive heterogeneous data sets in a fast and robust manner for successful risk management; nonetheless, financial research and training has been slow to address the data revolution. Compared to the USA, Europe is still at an early stage of adopting Big Data technologies and services. Immediate action is required to seize opportunities to exploit the huge potential of Big Data within the European financial world.This world-class network consists of eight academic participants and six companies, representing banks, asset management companies, and data and solution providers. The proposed research is relevant both academically and practically, because the program is built around real challenges faced both by the academic and private sector partners. To bridge research and practice, all researchers contribute to the private sector via secondments. BigDataFinance provides the European financial community with specialists with state-of-the-art skills in
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 'Machine Learning Computational Advancements for peRsonalized mEdicine' under Horizon Europe.

assistant: **Concept**

Personalized medicine represents a paradigm shift in healthcare, transitioning from generalized treatment strategies to highly personalized care. This transformation is driven by rapid advancements in digital technologies, which generate massive volumes of data from diverse sources, including genomic sequences, high-resolution imaging, wearable devices, and electronic health records (EHRs). However, despite an annual estimate of 50 petabytes of data generated per hospital, only a fraction is utilized effectively. Harnessing this untapped potential offers a transformative opportunity to uncover novel disease mechanisms and deliver more precise and effective therapeutic interventions.The MLCARE project seeks to revolutionize personalized medicine by developing cutting-edge AI solutions that integrate genomic, clinical, and environmental data into holistic, multimodal patient representations. Through innovative approaches such as Foundation Models and advanced generative AI methods, MLCARE will address critical challenges in processing complex, high-dimensional, and multimodal datasets. Emphasis will be placed on ensuring the trustworthiness, explainability, and security of AI applications to support real-world clinical decision-making.A core mission of MLCARE is to train a new generation of interdisciplinary researchers with expertise spanning AI, computational biology, and healthcare. The program will equip doctoral candidates with the technical, analytical, and ethical skills needed to lead the future of patient-centered, AI-driven medicine. By combining state-of-the-art research with a comprehensive training program, MLCARE aims to set new standards in personalized healthcare, ensuring equitable, data-driven solutions that improve outcomes across diverse populations. T
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 'Sorting and quality control enabling technologies integrated by neural networks' (SOQUETEC) targeting Fourth Framework.

assistant: **Abstract**

On completion of the project, the following deliverables provide an integrated tangible opportunity for exploitation in high-speed production environments:1. Dynamic weighing sensor and signal processing technology;2. High-accuracy acoustic structural analysis technologyl;3. Vision hardware and signal processing technology;4. Modular multi-sensor neural network technology.The overall outcome at the end of the Soquetec project is a new 'Sorting and Quality Control Enabling Technology Integrated by Neural Networks'. Several end-user based prototypes of (cost) efficient sorting and quality control machine modules integrated by neural networks for use in high-speed, high accuracy, discrete mass-produced products (industrially tested and optimised).Focus is on a range of sectors, including eggs, poultry meat, ceramics, seeds, pharmaceuticals, wood.a. Vision: A high-speed real-time general purpose surface inspection tool for individual but similar production goods, that is able to detect deviations from a predefined ideal model, in a user-settable way, and is also able to return a visually sensible similarity measure between different objects;b. Acoustics: Industrial or lab scale proved acoustic or vibration sensor concept with advanced signal processing methods offering the possibility to do high-speed online classification of single products in mass production in an industrial environment by contact or contact-free acoustic analysis technology and A.I.-based classifiers;c. Weighing: Tangible design of high-speed low-cost accurate (wired or wireless) weighing unit based on a high-capacity standard load cell and flexible real-time noise reduction filter technology and matches the end-user requirements;d. Data fusion: A prototype fusion system (incl. application dependent user
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 Sixth Framework proposal for the project 'Collaborative Holographic Environments for Networked Tasks'.

assistant: **Objectives**

Advances in networked audiovisual communication facilitate the emergence of computer-supported collaborative work (CSCW). In the COHERENT project, six leading European 'organisations provide complementary competencies to create a new networked holographic audio-visual platform to support real-time collaborative 3D interaction between geographically distributed teams. The display component will be based on innovative holographic techniques that can present, at natural human interaction scale, realistic animated 3D images to an unlimited number of freely moving simultaneous viewers. The design of the basic networked audiovisual components'will be driven by two innovative demanding applications - a collaborative medical visualisation system and a collaborative design review system for the automotive industry - that will constitute by themselves an advancement of the state of the art in their specific domains. Both applications will provide intuitive access and interaction with shared 3D models through a sensory rich 3D user interface based on non-intrusive wireless interaction devices and offering 3D audio cues. Research will strongly concentrate on enabling technology for intuitive multi user access and interaction with complex 3D signals and objects. This project proposes to build a working high resolution display in the one metre size range, that, thanks to its'human scale work area, will be ideally suited for multi-user collaborative working in true 3D. The challenge of providing the large visualisation data flow needed to drive such a device will be met using a cost-effective parallel solution based on commercial-off-the-shelf graphics and computing technology. Using GEANT, the pan-European Gigabit Research Network, the project will conduct distributed testing and val
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 'Critique and Reformation of Doctrine in International Investment Law: Legal Theory and Empirical Legal Studies' under Horizon 2020.

assistant: **Concept**

The protection of international investments by international agreements such as the Transatlantic Trade and InvestmentPartnership and its enforcement by Investor-State Dispute Settlement is currently subject of an important political debate.That debate pits the goal of attracting and protecting international investments against that of avoiding the exploitation ofhost countries and undermining their domestic law. CReDItIs will develop a new theoretical foundation for internationalinvestment law, putting particular emphasis on systematic and theoretical rigour and using expropriation as a case-study. Itchallenges the dominant stance of legal scholarship by using both legal theory and legal-empirical research. For orthodoxscholars, the law in international treaties is authoritatively defined by what 'authorities' have said. Ad hoc investmenttribunals adjudicate on investment disputes on the basis of mostly bilateral investment agreements. These awards do nothave formal precedential value, and the agreements they rely upon are similar, but not identical. Yet not only are awards ofgreat factual importance, legal scholarship believes that they can somehow be applied even to treaties on which they do notadjudicate. In contrast, for legal-realist empiricism, the law is what the courts decide. CReDItIs will contrast these views withthe Pure Theory of Law, which is a legal theory arguing that seeing law as norms is possible without admixing it with nonlegalnorms, or reducing law to facts. It will highlight the factual importance of awards and treaties through the use ofempirical tools such as citation network analysis while distinguishing this from false designs to unify and concretise theseresults as law. The law remains fragmented; the law remains unspecific, even if and when
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 'Next generation optical network for Broadband European Leadership phase 2', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

To achieve the strategic goal of broadband for all, an appropriate core/metro network is required to provide cost-effective transport of end-user traffic with the required level of QoS.Based on the results of the NOBEL project, the main goal of the Integrated Project NOBEL phase 2 is to carry out analysis, feasibility studies and experimental validations of innovative network solutions and technologies for flexible, scalable and reliable optical networks, thus enabling broadband services for all.Specifically, the main objectives are:- to define network architectures for core and metro networks, providing both packet and circuit switched connections in an integrated network scenario and supporting both fixed and mobile services- to assess and demonstrate these architectures in term of scalability and end-to-end interoperability through network emulations and experiments- to study and evaluate multi-layer traffic engineering and resilience schemes in different service and business scenarios- to perform techno- and socio-economic analysis of network solutions to demonstrate their cost-effectiveness and impact on improving the penetration of broadband services- to identify and develop enhanced solutions for the Control and Management Planes and their collaboration for provisioning of end-to-end broadband services, with focus on GMPLS networks- to investigate advanced architectures for burst/packet based optical networks;- to evaluate robust transport technologies and node architectures through theoretical studies, technology assessments, and experiments- to define an end-to-end vision of the future network providing innovative broadband services through joint activities with projects focusing on complementary aspects such as the access network segment and the interaction wi