RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'Catalytic foldamers from dynamic combinatorial libraries using high-throughput methods' (CF), addressing dissemination and exploitation.

assistant: **Impact**

Enzymes perform essential reactions that sustain life with un-matched specificity and selectivity. Foldamers provide an opportunity to mimic Nature’s best catalysts as they are conformationally ordered structures that resemble proteins or enzymes. However, costly and time-consuming synthetic efforts have yielded only a small set of foldamers that exhibit poor catalytic activity in water. Here, we propose to combine for the first time Dynamic Combinatorial Chemistry (expertise of the host) and high-throughput screening methods (expertise of the ER) to identify a catalytically active foldamer that operates fully in aqueous solutions. The catalytic foldamer will emerge, with little synthetic effort, from a Dynamic Combinatorial Library (DCL) which contains building blocks that display key catalytic centers. The emerging foldamers will be tested for catalytic activity (e.g. hydrazone formation, ester hydrolysis) using newly-developed UPLC/UV-vis/fluorescence high-throughput protocols. This will allow rapid screening across a large substrate scope and range of experimental conditions, leading to the identification of foldamers that exhibit weak catalytic function. The activity of these hit foldamers will be optimized by combining different building blocks with optimized structures. Screening will be done in an iterative fashion to quickly survey the possible foldamer structural landscape generated from a mixture of two (or more) building blocks. The resulting data will allow essential design rules to be formulated regarding the relationship between building block structure/library components and catalytic activity. The three-dimensional structure of the discovered catalytic foldamers will be confirmed by X-ray crystallography (expertise of the secondment host).


**Keywords:
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 'Developing minimally invasive, tools and technologies for high throughput, low cost molecular assays for the early diagnosis of schizophrenia and other psychiatric disorders' (SCHIZDX) targeting Seventh Framework.

assistant: **Abstract**

Schizophrenia and bipolar affective disorder are a major burden to affected individuals and their families and to society at large. These two severe mental illnesses affect at least 2% of the population worldwide, and whilst 50% of sufferers do not receive adequate treatment, they cost hundreds of billions in healthcare provision, treatments and lost earnings. The current diagnosis of schizophrenia (and bipolar disorder etc.) is rather subjective, not only because of the complex spectrum of symptoms and their similarity to other mental disorders, but also due to the lack of empirical disease markers. This result in long delays (up to 1-3 years) before appropriate therapeutics is prescribed to first episode schizophrenics. Early treatment is associated with greatly improved patient outcomes. There is therefore a major unmet clinical need for empirical diagnostic tests for high throughput screening of biological fluids that would enable early and accurate diagnosis of schizophrenia and related disorders. The identification of specific biomarkers for mental disorders would revolutionise the clinical management of affected individuals. Biomarkers will help in the identification of disease sub-types, aid in predicting and monitoring treatment response and compliance, and identify novel drug targets. If such biomarkers can be found in readily accessible body fluids they open up the possibility of developing new early or pre-symptomatic diagnostics and/or treatments to improve outcomes or even prevent disease. The objective of our project is to identify biomarkers of disease and develop a diagnostic assay panel/tool for the high throughput screening of biological samples for clinical research. Moreover this platform will be utilised by SMEs for drug design and development for
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 'BRIDGING IGNEOUS PETROLOGY AND MACHINE LEARNING FOR SCIENCE AND SOCIETY: Deriving New Skills in Volcanic Hazard Assessment and the Economy of Critical Raw Materials' (REALISE), addressing dissemination and exploitation.

assistant: **Impact**

REALISE equips a new generation of Doctoral Candidates (DC) with cutting-edge skills in volcanic hazard assessment and the exploitation of critical raw materials by combining advanced petrological studies with Machine Learning (ML) algorithms and workflows. To achieve this goal, REALISE brings together experts in Earth Sciences and Artificial Intelligence (AI) in an unprecedented attempt to develop training-to-research paths, i.e., Individual Research Projects (IRP), focusing on four key research objectives: 1) Systematically investigating the use of ML techniques to probe the lifecycle of magmas; 2) Fusing complementary information derived from cutting-edge analytical techniques to gather unprecedented petrologic data; 3) Bridging the gap between physics and ML in petrologic modelling to develop ground-breaking computational flow dynamics and atomistic simulations; 4) Exploring the potential of Generative AI, Hypothesis formulation, and Symbolic Regression in petrological studies. By combining the research activities with comprehensive training on transferable skills, DCs engage with key study cases in either volcanic areas posing significant volcanic risk [e.g., Campi Flegrei and Etna (Italy), Pico (Azores), Fogo (Cape Verde), Mt Pelée (Martinique)] or great potential in critical raw material exploitation [i.e., Beauvoir rare metal granite (Imerys kaolinite and Li deposit; France), mono-mineralic ore layers at Bushveld Igneous Complex (South Africa) and Lithium-Cesium-Tantalum pegmatites at Manono-Kitotolo (Dem. Rep. of Congo)]. Upon completion, REALISE will largely persist by establishing a network that fosters collaborations between academia and industry, enhancing disaster awareness, and contributing to the exploitation of critical raw materials. Overall, REALISE r
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 'ESTABLISHMENT OF A PLATFORM FOR EUROPEAN SALES INTELLIGENCE MATCHING B2B BUYERS AND SELLERS WITHIN A SINGLE EUROPEAN DATA MARKET'.

assistant: **Innovation**

In today's high pressure B2B marketplace the experience a company provides is as important as its products or services. Expectations of B2B buyers follow B2C standards. Business customers require personalization even before a purchase and demand tailored engagement based on past interactions. Finally they demand cutting-edge digital experiences to keep their business. Customers have high expectations about what makes a great customer experience and no patience for companies that fail to deliver. B2B sellers desiring to deliver a great customer experience need to prioritize targets and wield sufficient insight to stay relevant. This is where Goava enters the picture. Goava delivers high quality 360-degree sales intelligence insights to help B2B sales organizations stay competitive. Goava's benefits include increasing clients’ addressable market, helping businesses find opportunities that they didn’t know existed and making deals they otherwise wouldn’t. It helps them increase generated revenue and improve efficiency. Goava alleviates the frustration related to finding new, well researched prospects to sell to and always provides up to date insights about customers and prospects. It is the B2B salesperson's best friend.


**Keywords:** B2B, sales, business intelligence, sales intelligence
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 'Concept and Approach' section for a Horizon 2020 proposal on 'A paradigm shift in cancer therapy – using mitochondria-powered chemiluminescence to non-invasively treat inaccessible tumours'.

assistant: **Concept**

Brain cancers such as glioblastoma multiforme (GBM) are practically incurable due to their location, invasiveness and highly aggressive nature. The use of light-based treatments of GBM by activating tumor-localized photosensitizers, such as in photodynamic therapy (PDT) has been clinically evaluated, but with limited success. This is mainly due to the limited penetration of light into tissue and the efficient spread of tumor cells typically up to at least 2 cm from the resection margin. Moreover, the existing photon based treatments (photodynamic therapy) are highly invasive and usually require open-cranium surgery, due to the need for external light sources.  In the Lumiblast project the photons are produced inside the tumor cells in the form of chemiluminescence avoiding the major limitation of using external light to treat solid, deep-sited and inaccessible tumors. The principle utilized in Lumiblast may also be relevant for cancers of other origins. Due to its nature Lumiblast is expected to act on  individual cells, rather than the collective lesion; it could thus completely eliminate the hitherto incurable GBM. Each GBM cell is expected to become a small lamp providing the light required for the photosensitive agents to become activated, killing the tumour cells from the inside. Lumiblast requires a concerted interdisciplinary action. The project coordinator (Berg’s group, Oslo University Hospital, OUS) is world renowned in PDT and photomedicine, while the team from the University of Athens (Georgios Vougioukalakis’ group, UoA) is up and coming with high expertise in synthetic chemistry. The Polytechnic University of Valencia (Miguel Miranda’s group, UPV) team is headed by a world leader in Photochemistry, the University of Oslo partner (Hanne H. Tønnensen’s group
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 'An exploration into the feasibility of simultaneously achieving ‘No Net Loss’ of biodiversity and ecosystem services, in an uncertain and changing world' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

We are evidently currently witnessing an ongoing loss of global biodiversity, caused largely by anthropogenic activity, and thought to be resulting in a loss of associated ecosystem services. However, the economic development that often leads to net loss of ecosystem services also provides benefits to humanity. An optimal balance between development and biodiversity conservation must be found.A promising new policy principle is ‘No Net Loss’ (NNL) – giving rise to mechanisms in which biodiversity losses from development are measured, and conservation interventions implemented that fully compensate for those losses, resulting in no net loss of biodiversity alongside development. However, it has been suggested that biodiversity and ecosystem services can not always both be maximised. Further, NNL is not a trivial objective when ecological dynamics (e.g. climate change) and social dynamics (e.g. institutional change) are taken into account. It is crucial that we establish whether there are general principles that can be applied to achieving NNL across different ecosystem types, and if not, what are the most significant peculiarities to each system.We propose to begin by creating for the first time a database of existing NNL interventions, as well as developing frames of reference for NNL interventions in a set of case study ecosystems. Systems are likely to include both European and other countries.Building on this empirical basis, we will develop bespoke simulation models (using a novel implementation of the Management Strategy Evaluation framework) for each ecosystem, and explore implementation of different NNL mechanisms. We will consider feedback between social and ecological system components, drivers of change such as climate change, and sources of uncertainty.The ou
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'How prior brain states govern access to working memory'.

assistant: **Objectives**

The ability to temporarily maintain and manipulate information in working memory (WM) is critical for adaptive behaviour. Because WM has limited capacity, it is essential to understand the mechanisms that govern selective access to it. I hypothesise that 1) selective access to WM is governed by states of the brain prior to the encoding and retrieval of sensory information (in particular the phase and amplitude of neural oscillations in the different sensory cortices), and that 2) changes in these states provide a common neural substrate through which several cognitive variables affect WM. I will use magneto-encephalography (MEG) to investigate several key aspects of these central hypotheses in healthy human volunteers. This will advance our understanding of the neural and cognitive mechanisms that govern selective access to WM and could ultimately be used to present relevant information when the brain is most susceptible to incorporate this into WM. The project will be carried out at the Oxford Centre for Human Brain Activity, together with leading scientist in the electrophysiological study of WM (Anna Christina Nobre and Mark Stokes) and the analysis of MEG data (Mark Woolrich). This will allow me to not only perform the proposed research to the highest standard, but also to further develop several key skills (broaden my conceptual horizon, acquire novel analysis techniques, establish long-term collaborations, translate research, etc.) that will further my independence as a researcher and place me in the ideal position to start my own research group within few years after the fellowship.
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 'Exploring strong correlations in flat bands' (FLATBANDS).

assistant: **Concept**

One spectacular phenomenon in quantum many-body systems is the emergence of non-local quasiparticles with fractional quantum numbers and anyonic statistics. Of fundamental interest, fractionalization also holds promise for fault-tolerant quantum computation motivating the search for such exotic phases of matter. Signatures of this phenomenon remain sparse and mostly restricted to fractional quantum Hall states, despite being predicted to also occur in other systems such as frustrated quantum magnets. An essential feature shared by both systems is the massive ground state degeneracy, or flat band, out of which fractionalization emerges. The underlying non-local topological order of such phases is an outstanding experimental challenge to detect with only local observables.  Building on my experience to study ""hidden"" order in one dimensional systems, I will address the physics of strong correlations in two and three dimensional flatbands using ultracold atoms and the unique probes of atomic physics.  I propose in FLATBANDS to build a novel strontium quantum gas microscope to study both fractional quantum Hall states and highly frustrated magnets. I will first rotate mesoscopic dilute Bose gases to mimic the behaviour of electrons in magnetic fields. Using observables down to individual particles, I will study density-density correlations in the lowest Landau level, providing signatures of emerging Laughlin-like states. On the same platform, I will measure spin correlations and detect fractionalization in highly frustrated magnets. Using atoms trapped in programmable tweezer arrays and excited in Rydberg states, I will engineer quantum spin-ice and directly observe the emergence of magnetic monopoles. By following two complementary routes to address strong correlations a
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 'Interoperability of Heterogeneous IoT Platforms' under Horizon 2020.

assistant: **Concept**

INTER-IoT project is aiming at the design, implementation and experimentation of an open cross-layer framework and associated methodology to provide voluntary interoperability among heterogeneous Internet of Things (IoT) platforms. The proposal will allow developing effectively and efficiently smart IoT applications, atop different heterogeneous IoT platforms, spanning single and/or multiple application domains. The overall goal of the INTER-IoT project is to provide a interoperable framework architecture for seamless integration of different IoT architectures present in different application domains. Interoperability will be provided at different levels: device, network, middleware, services and data.The two application domains and use cases addressed in the project and in which the IoT framework will be applied are m-health and port transportation and logistics. The project outcome may optimize different operations (e.g. increasing efficiency in transportation time; reducing CO2 emission in a port environment; improving access control and safety; improving remote patient attendance and increase the number of subject that surgery units can assist using the mobile devices with the same resources; reducing time spent in hospitals premises or reduce the time dedicated to the assistance activities carried out directly at the surgery with advantage for subjects in charge and also benefits those waiting, i.e. reduction of the waiting list) in the two addresses domains, but it may be extended to other application domains in which there is a need to interconnect different IoT architectures already deployed. The project may deal with interoperability at different layers.
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 'Social media influencers: women, work and redistribution in Cameroon's digital economy' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

This study examines the role of female fashion influencers in Cameroon. Although the fashion industry in Africa is amongst the fastest growing globally, most studies of social media influencers not only overlook Africa but also understand economic value solely in financial terms. Yet, unlike Western influencers, young Cameroonian women seeking to create influencer positions and build their brands must engage in distribution offline – of advice, images, garments, money – to reward followers for their work of advertising their styles. As such they are constructing a unique influencer economy that differs radically from the Western models on which the existing literature is disproportionately focused. This study thus asks what counts as economic and other value for social media influencers in the Cameroonian influencer economy and how these values, and thus the economy, is created and sustained. Through participant observation, semi-structured interviews and netnography, this project investigates the redistributive practices of young Cameroonian female social media influencers building networks of followers, sharing images, and building brands. As the first fully-fledged study of fashion influencer economies in/from West Africa the project examines models of valuation underpinning influencer economies based on redistirbution in view of fostering new areas of interdisciplinary and decolonial research on alternatives to the formal digital economy. I shall carry out the fellowship at the University of Cape Town (UCT), under the supervision of Prof. Divine Fuh, and University College London (UCL), under the supervision of Prof. Daniel Miller.


**Keywords:** women, work, redistribution, social media influencer economies, digital economy, Cameroon, West Africa