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

user: Explain how 'European Life-science Infrastructure for Biological Information' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

The objective of the ELIXIR preparatory phase is to produce a memorandum or memoranda of understanding between organisations (government agencies, research councils, funding bodies and scientific organisations) within the member states, with the purpose of constructing a world class and globally positioned European infrastructure for the management and integration of information in the life sciences.To achieve this, we will address the following tasks and issues:1 Define the scope of the infrastructure, its role and benefits2 Define an appropriate governance and legal structure3 Define a long term funding structure to provide a sustainable infrastructure4 Define the requirements for the European Data Centre in the next 5-10 years and makes plans to meet these needs5 Involve all relevant stakeholders, including users, data providers, tools providers to ensure that the infrastructure meets their needs6 Explore integration and interoperability between core and specialised data resources and the development of standards in newly emerging fields7 Define the critical interdisciplinary links that need to be forged between the ‘biological’ and related scientific disciplines, including medicine, agriculture and the environment8 Define the needs of related European industries9 Define a training strategy to ensure that Europe effectively exploits all the available informationThe specific activities of the preparatory phase will include:A Holding stakeholder meetings to bring together national representatives, key scientific opinion  and funding organisations.B Establishing working parties, supported by technical feasibility studies where appropriate, to address the tasks and issues above with final reports at month 18.C Consolidating these reports into a management and funding pro
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 'Extra Virgin Olive Oil - Advanced Sorting Solution'.

assistant: **Concept**

The EU is the undisputed worldwide referent in the olive oil sector, responsible for 70% of the worldwide production. To face the global competition, olive oil produced in the EU must be a distinguished product by its premium quality and competitive price. Extra Virgin Olive Oil (EVOO) demand is increasing due to new consumers concerns (healthy, ecologic food) and the incorporation of new, high-income countries (US, Australia, China, etc.). To reach the highest quality oil, only top quality olives should be used. But frequently defective or unwanted olives enter the oil mill. These are frozen, dehydrated, over-mature, insect damaged or ground-picked olives, to name some, which will lead to downgrading the oil quality, i.e. organoleptic and chemical parameters (free acidity, esters, aldehydes, alcohols, ketones, etc.) being affected negatively. Market price will also be lowered. Olive sorting by quality and/or maturity at the reception area in the mill is becoming a need in a sector which is shifting towards intense cultivation, mechanical harvesting and large capacity plants with enhanced technological means. As of today there are no focused solutions in the market. Leveraging on her success in the Table Olives sector, Multiscan will address the next technical challenge impacting olive oil, a huge market valued at 6,000 M€, by developing equipment specifically tailored for the sorting of incoming olives. Through state-of-the-art vision technology, the Multiscan EVOOLUTION will ensure that defective and unwanted olives are removed from entering the mill, consistently obtaining higher quality EVOO. End-user trials in oil mills from both hemispheres will assure the perfect matching of EVOOLUTION to the needs of all oil producers. By 2024, we will put in the market close to
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an impact statement for 'Stochastic Optimisation and Simulation in Image Processing', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The aim of this fellowship proposal on Stochastic Optimisation and Simulation in Image Processing (SOSIP) is to investigate new computational methods to perform Bayesian inference in challenging inverse problems arising in statistical image processing. Precisely, this proposal intends to explore new stochastic approximation and Markov chain Monte Carlo methods to perform Bayesian inference in high-dimensional statistical models that are not differentiable (e.g. involving l1 or total-variation regularizations). A special focus will be given to methods that combine state-of-the-art stochastic optimisation and simulation with techniques from modern high-dimensional convex optimisation (e.g., proximal splitting, dualisation, augmented Langrangian decomposition, Moreau envelope, etc.). Two main classes of methods will be considered:  (1) optimisation-empowered MCMC algorithms to simulate efficiently from high-dimensional models that are not differentiable and (2) MCMC-empowered (stochastic) optimisation schemes to maximize intractable functions related to complex Bayesian models with latent variables (e.g. marginal likelihoods and marginal posterior distributions). Such methods would offer the potential to advance significantly the state-of-the-art in image processing and its application domains (e.g. medical imaging, remote sensing, astronomy, etc.). The proposed methodologies will be applied to two challenging medical imaging problems that cannot be satisfactorily solved using existing simulation or optimisation techniques: (1) unsupervised blind dynamic EEG image reconstruction for low-cost functional brain imaging and (2) non-rigid multi-modal EPID + CT image fusion for 'on-line' radiotherapy-treatment-plan monitoring. The proposed work will be conducted in collaboration
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 'New insights on the circulation and Transport of Upper and interMediate water masses and Biogechemical variability in the north BalEaric CurrenT' (TUMBET).

assistant: **Innovation**

The circulation of upper and intermediate (AW and WIW) water masses play a key role in the hydrodynamics of the Western Mediterranean, where these water masses flow cyclonically along the slope, exhibiting seasonal fluctuations in volume transport. Upon reaching the Balearic sub-basin, the flow splits, with one branch moving south towards the Balearic Channels, while the other forms the north Balearic Current (BC) along the northern slope of the Balearic Islands. Although the Balearic Channels have been recognized as a major pathway for AW and WIW, significant gaps remain in understanding their circulation and volume transports, particularly along the northern Balearic slope and the broader circulation around the Balearic Islands. This project aims to quantitatively characterize the properties and transport of upper and intermediate water masses in the Balearic region, using high-resolution underwater glider data from five areas around the archipelago. The expected results are: 1) a better understanding of the role of the BC in AW and WIW circulation, 2) a detailed characterization of the oceanographic properties of these water masses in seasonal and interannual contexts, and 3) quantify their transport rates in the BC compared to the Balearic Channels and other regions of the archipelago. The host institution expertise in physical oceanography, marine biogeochemistry, and climate change in the Mediterranean Sea will be crucial for the projects success and the applicants training. The planned secondment will focus on using inverse box models to assess water mass transports, leading to a more in-depth knowledge of circulation patterns in the Balearic Islands. This pioneering work will extend European leadership in Mediterranean hydrodynamic studies, address key EU challe
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 Europe proposal on 'Food Provision through Sustainable Farming Systems and Value Chains'.

assistant: **Concept**

VISIONARY wants to make a difference in food system transitions, by identifying what factors underlie the path dependencies and ‘lock-ins’ in current unsustainable food systems, and showing how these can be overcome. VISIONARY will tackle both, policy and business shifts as drivers that are necessary to make a change at the system level.  The project aims to improve the sustainability of agriculture by promoting practices in food production systems that are more environmentally friendly, economically viable and socio-culturally appropriate.VISIONARY focuses on existing initiatives, practices and (policy) interventions (case studies) that are still niche or small-scale, and investigates the barriers to scaling up and out. Case studies cover value chain examples with a differing complexity, different environmental policy transitions pathways  and existing agri-food system examples, namely the shift to organic farming and more plant-based protein production and consumption.At its core, VISIONARY uses methods from experimental and behavioural economics to identify barriers and appropriate behavioural interventions (nudges, education, incentives) for farmers and consumers. The novelty of VISIONARY lies in the combination of experimental methods with a systems thinking approach, considering the whole agri-food system as an influence on farmer decisions. The innovative combination of quantitative and qualitative data from a variety of methods is our important methodological contribution to more system based research. Comparability will be achieved by applying the same or similar methods across  case studies in Germany, Poland, Hungary, Romania, Italy, Spain, Denmark and the UK.In order to achieve improved capacities, for researchers in behavioural and experimental research, as
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 'Ultra-cold Molecules: Dimers and beyond' (2002-2006).

assistant: **Innovation**

The proposed project focuses on the physics of ultracold molecules, their formation, their properties, and their interactions.With the advent of molecular quantum gases and the recent observation of Efimov quantum states it is now possible to study resonant interactions of molecules and to investigate into the properties of few-body quantum physics in the zero-temperature limit.The project combines the physics of quantum gases with molecular physics towards the aim of full quantum control of chemical reactions.For Cs atoms, we propose to exploit two strong Feshbach resonances at 48 G and 800 G for the creation of ultracold dimer molecules to study the phase transition from an atomic to a molecular BEC and to search for molecular collisional resonances with a strong focus on the interplay between dimers and Efimov trimers and possible connections to tetramers. In particular, atom-dimer and dimer-dimer Efimov resonances should be observable in the vicinity of the Feshbach resonances.The addition of optical lattice potentials will allow a detailed study of the formation and stability of Efimov trimers with precisely three atoms per lattice site. This would lead to full quantum mechanical control over the formation mechanism.
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 'Forgetting unwanted memories in sleep' (SLEEPAWAY).

assistant: **Concept**

What we remember and forget lies at the core of who we are. But how do our brains shape our memories of the past? Sleep promotes the flexible use of memory by reactivating and thereby strengthening information that is most relevant to our future needs. Whether memory reactivation in sleep also weakens unwanted components of prior experience is unknown, but represents a major gap in our understanding of memory and how sleep influences our autobiographical identities. SLEEPAWAY combines an innovative technique for manipulating lab-based and real-world memories with an unprecedented array of neuroimaging methodologies to test the novel hypothesis that memory reactivation during sleep weakens unwanted memories in service of adaptive forgetting. Using magnetoencephalography with optically pumped magnetometers (OPM-MEG), I will first determine whether reactivating a target memory in slow-wave sleep weakens unwanted memories from the same experience, making them less accessible. Second, I will bring together OPM-MEG, fMRI and immersive virtual reality to obtain the first anatomically localised evidence of emotional memory reactivation in human rapid eye movement sleep, closing an important translational gap with extant animal models. Third, I will employ fMRI and EEG to examine the intriguing possibility that memory reactivation in sleep facilitates emotion regulation by weakening negative interpretations of real-world events, fostering a concrete pathway towards clinical intervention. Finally, to advance understanding of the symbiotic relationship between endogenous memory operations in the waking and sleeping brain, I will use OPM-MEG to test the prediction that active forgetting during wakefulness inhibits spontaneous memory reactivation in later sleep. In sum, SLEEPAWAY wi
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 'Piezomagnetic ferrites for self-biased non-reciprocal millimeter wave devices' in the context of a Horizon Europe call.

assistant: **Objectives**

The relentless demand to increase data rates, traffic, and connected devices in our mobile communications has prompted a paradigm shift in wireless technology. 5G and the forthcoming 6G will use mm-waves and miniaturized antenna systems that need to be low-cost and energetically efficient. An unresolved challenge of this transition is the miniaturization of non-reciprocal devices above 100 GHz. Pi4NoRM envisions an on-chip integration of miniaturized self-biased non-reciprocal magnetic components for the forecasted 6G evolution. Those passive devices are significant components fulfilling three critical functions within RF systems: decoupling amplifiers, protecting the systems against mismatched impedances or electromagnetic aggression and enabling the Full-Duplex operation of antennas. Pi4NorM aims to fill the gap between materials science and mm-wave engineering to develop sub-THz, ultra-compact, self-biased non-reciprocal elements. The success of Pi4NoRM could open an expansive innovation roadmap toward more capable RF systems and radar. For this reason, a strategic transfer strategy is also implemented in Pi4NoRM.
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 Seventh Framework proposal on 'Molecular and structural analysis of A20 in the modulation of apoptosis: anti-inflammatory potential in vasculitis'.

assistant: **Concept**

The ubiquitin editing protein A20, a novel 90kDa zinc-finger protein has an universal anti-inflammatory activity by inhibiting NF-kappaB activation. In endothelial cells, the induction of A20 by inflammatory stimuli renders cells resistant to apoptosis. However, A20 can have pro-apoptotic activities in other cell types. We will focus on the respective role of A20 in both endothelial cells and neutrophils, two cardinal cell players in inflammation associated with autoimmune vasculitis in which A20 could be a suitable therapeutic target and has never been investigated. We hypothesized that this differential effect of A20 in modulating apoptosis and inflammation is dependent on different molecular partner A20. Hence, we proposeto i) identify the A20 interactome by proteomic and modelisation approaches in both endothelial cells and neutrophils, ii) investigate the function of A20 in neutrophils, iii) study A20 modulation of neutrophil-mediated endothelial cell toxicity, iii) investigate A20 expression in patients with vasculitis. Through its interdisciplinary and integrative approaches combining molecular biology, cell biology, functional biology, molecular modeling and clinical investigations, this project directed by Dr Daniel, an expert of A20, constitutes a timely and novative approach to unravel the role of A20 and A20-binding proteins in modulating apoptosis and inflammation and identify novel therapeutic tools.
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 'New species, processes and products contributing to increased production and improved sustainability in emerging low trophic, and existing low and high trophic aquaculture value chains in the Atlantic' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The overall objective of AquaVitae is to increase aquaculture production in and around the Atlantic Ocean in a sustainable way by developing new and emerging low trophic species and by optimising production in existing aquaculture value chains. The value chains that AquaVitae will focus on include macroalgae production, integrated multi-trophic aquaculture, and production of new echinoderm species as well as existing shellfish and finfish species. A series of cross-cutting Work Packages (WPs) will include research on biosensors, Internet of Things (IoT), product characteristics, consumer attitudes, market potential, sustainability, environmental monitoring, risk assessment, analysis of value chains, profitability, and other socioeconomic aspects. AquaVitae will contribute to various policy dialogues and produce briefs on policy and governance issues. The AquaVitae consortium consists of 36 full partners from Europe and countries bordering the Atlantic Ocean, in addition to an Industry Reference group, a Policy Advice Group, and an External Advisory Group. AquaVitae supports extensive communication and outreach activities, employs a multi-actor approach to ensure stakeholder engagement in all phases of the project, and will set up a durable aquaculture industry and research network around the Atlantic Ocean. Industry partners are present in all case studies, and they have a special responsibility for exploitation and commercialization of the project research results and outcomes. AquaVitae will have a lasting impact on society through the introduction of new species, and through the development of new processes and products based on a circular economy / zero waste approach with improved sustainability. AquaVitae will produce Good Practice standards, facilitate industry 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 'Expected Impact' section for the project 'Integrative breeding strategies for the transition of EUropean AQUAculture towards sustainable ORGanic production (EUAqua.Org)' (2021-2027), addressing dissemination and exploitation.

assistant: **Impact**

EUAqua.Org is aimed at boosting organic fish production in Europe by developing highly innovative solutions to fill key knowledge gaps and overcome the most relevant factors limiting the competitiveness for organic farming of Atlantic salmon, European sea bass, gilthead sea bream, and rainbow trout. Key technological advancements in phenotyping, genotyping, and genomic prediction methods will be developed by EUAqua.Org through the integration of different disciplines and approaches. This will provide essential tools for cost-effective, welfare- and environment-friendly organic aquaculture. The implementation of these tools at the industry level will be ensured by a comprehensive scientific, public, and industrial communication and dissemination programme, with exploitation of the project objectives and key results to create impact, including a multi-module open-access online training course that will be co-developed with key stakeholders (breeding companies, fish farmers, feed producers). In parallel, a tailored set of intervention strategies will be designed to promote awareness and acceptance of OA products in European consumers, through a behavioural economics approach. The project will build upon outputs of completed and ongoing national and EU projects, fully exploiting existing knowledge and leveraging the direct involvement of EUAqua.Org partners in multi-disciplinary research on advanced fish genomics, fish nutrition, fish health and welfare, consumer studies.


**Keywords:** Genomic selection, functional genome annotation, cross-generation genomic prediction, AI-assisted phenotyping