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 concept and methodology overview for 'Dual Control at Scale: Learning-based control for systems with millions of states.' under Horizon Europe.

assistant: **Concept**

In recent years, data-driven control in high dimensions has penetrated into many new application areas. Examples include control of autonomous vehicles based on video data, simulation based prediction of turbulent flows and precision medicine based on gene sequencing time series data. Large data sets come with significant computational challenges. Tremendous algorithmic progress has been made in machine learning and related areas, but application to dynamical systems is hampered when the number of time samples is small compared to state dimensions, while latency and stability remain central concerns. As a result, learning-based feedback in high dimensions is still carried out without a solid theoretical foundation. This leads to unpredictable behavior, which is a major bottleneck for efficient and resilient control of complex systems in engineering and medicine.The term dual control was introduced in the 1960s to describe the tradeoff between short term control objectives and actions to promote learning for long term performance. A variety of algorithms have been developed to address the problem, but rigorous dynamic analysis is still restricted to systems of low dimension. We propose to address the high-dimensional challenges using a new set of tools based on system theory for positive cones. The cone concept is already well established in the context of sparse matrix theory, compartment models and optimal transport. However, its systematic use for dual and adaptive control remains unexplored. Preliminary results suggest that we are still very far from full exploitation of its algorithmic and analytic potential.Theory and algorithms will in this project be developed in close interaction with researchers studying single cell genetic time series data as a basis for cance
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 'Efficient routing functions for distributed memory multiprocessors' under Fourth Framework.

assistant: **Concept**

Massively parallel computers with thousands of processors constitute one of the most viable approaches for the achievement of teraflop performances. These machines usually employ a direct network for the interconnection of their processors. Experimental results show that the communication overhead has been one of the major obstacles for the achievement of pick performances. Last generation multiprocessors employ at each node a special unit, the router, that can handle the communication between distant nodes witout interrupting the processor. Each router realizes a routing function that locally decides how to forward each incoming message to the appropriate output channel. There are several key points that have to be addressed for the choice of a routing function. We propose a thorough investigation of networks that are susceptible to the realization of routing functions that possess several desirable properties, and the derivation of general techniques for the constuction of such routing functions. This project has direct practical interest for the construction of routers and routing functions for distributed memory multiprocessors.
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 'AUTOMATIC STRAPPING SYSTEM FOR UPHOLSTERED FURNITURE' (AUTOSTRAP) under Horizon 2020.

assistant: **Objectives**

Through AUTOSTRAP our company, AEQUS, aims to revolutionize the European furniture market and contribute to boost its growth by exploiting and developing the niche market of upholstered furniture, introducing a full automated strapping solution through a robotic cell. Driven by the needs of European furniture manufacturers based on increasing production and reducing costs to compete with low labour costs countries, AUTOSTRAP is the solution because will multiply production per 9 and will reduce production costs in a 40%. Besides, end-users will be benefited with a better quality and longlasting product that will prolong its lifetime from 10 - 12 years to 20 - 22 years. We want Europe to recover its lost position in furniture production and export with a high-technology solution, that will allow to recover its innovative position worldwide.Our preliminary projections of the market deployment of AUTOSTRAP in 2022 show a Return on Investment, ROI, of 3.44 for the first five years, impliying revenues of € 15.9 million for our company.


**Keywords:** strapping, automatic, upholstered furniture, artificial vision
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 'Logics and Games for Imperfect Information in Multi-Agent Systems' (LoGIcInMAS).

assistant: **Innovation**

This project aims at developing formal methods based on logics and game theory to model, specify and analyse multi-agent systems (MAS).Such systems, in which autonomous agents interact and strategize to achieve private and/or common objectives, are central in many endeavours of high potential societal impact, such as the development of smart cities or robotic rescue teams for nuclear accidents. Because of the criticality of many application areas, there has been over the recent years an important and rising effort to  bring together the formal methods community and the MAS community in order to develop theoretical paradigms and practical tools to help design provably correct multi-agent systems. The logical approach has until now been particularly successful. The most recent and promising proposal was made by Chatterjee, Henzinger and Piterman, who in 2010 introduced Strategy Logic, a logic tailored to reason about rich game-theoretic notions in multi-agent systems. This logic enjoys very interesting properties and has been well studied, but much remains to be done.In most real-life applications, agents only have imperfect information about their environment. Typically, rescue robots each have only a local, partial view of their environment. Their sensors may even get damaged during the mission, due to radiations for example. Considering imperfect information deeply impacts the strategizing process, and it also calls for a modelling of agents' uncertainty. In this project we propose to extend Strategy Logic to account for imperfect information and to allow for reasoning about agents' 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: Compose the 'State of the Art and Innovation' section for a Sixth Framework proposal on 'Development of diagnosis tools for Brettanomyce monitoring (Brett Monitoring)'.

assistant: **Innovation**

Yeasts belonging to the genus Brettanomyces are responsible for some serious spoilage problems in the wine making industry. Because of its high spoilage potential, there is a demand for a simple, fast and reproducible monitoring method. The earlier the det ection in the wine, the better the chances for winegrowers to prevent further growth and spread to other wine batches. The project will increase the knowledge on Brettanomyce and on the mechanism for off flavour production. A set of complete tools for moni toring will be developed. The project has three main research components: (1) development of new selective media (2) Improvement of molecular techniques based on PCR for detection in laboratories (3) Development of a new diagnostic test kit based on immuno assay probes (ELISA) for easy detection in wineries. The objectives of the project will be reached through the implementation of seven logical phases. During the first work package (WP1), experimentation will be implemented in order to obtain information a bout Brettanomyces and the off flavour production. One major objective of this WP will be to determine if the off flavour production depends on the species, possibly on the strains of Brettanomyces. During the second work package (WP2), research on the sel ective media will be developed. The third work package (WP3) will consist in improving the measurement using PCR probes. Research onthe immunoassay probes will be performed in work package four (WP4). Monoclonal antibodies will be produced for species iden tified in WP 1. The kit of detection will also be developed during this WP. The three different detection techniques will be tested in the work package 5 (WP5). The two other work package concern the dissemination of the project results, the definition of th
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 Europe proposal for the project 'Conformal Blocks through Integrability and Probability'.

assistant: **Objectives**

In the past decade, two major breakthroughs have significantly advanced mathematical physics. The first established a crucial link between the correlation functions of two-dimensional conformal field theories (2D CFTs)—known as conformal blocks—and a special class of integrable systems called the Painlevé equations. This connection, known as the Painlevé/CFT correspondence, led to the derivation of closed-form expressions for the highly transcendental solutions of the Painlevé equations, solving a long-standing problem.The second breakthrough provided a rigorous formulation of certain 2D CFTs through probabilistic frameworks such as Gaussian Multiplicative Chaos (GMC) measures and Conformal Loop Ensembles (CLE). These concepts have granted unprecedented analytic control over CFTs, particularly in the context of conformal blocks.This project aims to bridge these two approaches using Random Matrix Theory to develop a unified framework. Achieving this goal is both ambitious and highly desirable, as it would uncover a universal structure underlying CFTs and resolve critical conjectures in both mathematics and physics.


**Keywords:** Conformal blocks, GMC measures, Heun equations, Painlevé equations, Random Matrices
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 'Supply of dense water to the overflows across the Greenland-Scotland Ridge'.

assistant: **Concept**

SUPERFLOW will determine the pathways and dynamics of dense water in the Nordic Seas that sustains the lower limb of the Atlantic Meridional Overturning Circulation (AMOC), which helps maintain the temperate climate of northwest Europe. The densest water supplying the AMOC stems likely from the Greenland Sea and crosses the submarine Greenland-Scotland Ridge through deep passages east and west of Iceland. While the exchange flows across the ridge have been monitored for several decades, the circulation and partitioning of the upstream flows that are co-located northeast of Iceland are not yet quantified and understood. Advancing this understanding is imperative for an accurate prediction of how the AMOC will respond to a changing climate. To identify the sources and quantify the transports of these dense-water pathways, and to understand their dynamics, a unique combination of unpublished two-year long observational time series northeast of Iceland with a high-resolution, realistic simulation from an ocean model and an idealised two-layer model will be used. The importance of this deep circulation for climate will be advertised to pupils and science-interested citizens through a coherent outreach package. SUPERFLOW will accelerate the academic career of a promising young female scientist by providing an opportunity to train scientific, outreach, and transferable skills. While the host institution is the University of Bergen (Norway), a 21-month appointment at the world-renowned Woods Hole Oceanographic Institution (WHOI) in the USA and a three-month secondment at the Marine and Freshwater Research Institute (MFRI) in Iceland are planned. This mobility is key to the success of the project, which will maintain Scandinavia’s position at the forefront of research in the Nor
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 'Response of soil microbial communities to climate warming: from local to global scale'.

assistant: **Innovation**

Climate warming represents one of the most complex issues of the present time and climate models predict further increase of temperature in the next decades. Soils worldwide represent the largest terrestrial carbon (C) pool, exceeding the amount of C stored in the atmosphere and plant biomass. Microbes are known to play key roles in both soil C stabilization and its release into the atmosphere as carbon dioxide or methane. Rising temperatures could accelerate the activity of microbial decomposers resulting in greater losses of C from soils into the atmosphere. However, the extent of microbial response to predicted climate change at global scale is unknown and the details of the structural and functional shifts in soil microbial communities under warming represent a major knowledge gap. Here, I propose to characterize the functional response of “local” soil bacterial and fungal communities to warming in Arctic tundra as northern latitudes represent one of the most vulnerable areas to climate change. This will be achieved by the analysis of in situ ecosystem manipulation experiment simulating increased summer temperatures using metagenomic and metatranscriptomic approaches. In order to assess the global scale responses of soil microbial taxa to climate warming worldwide, I will conduct a meta-analysis of microbial responses to warming treatments utilizing the combination of sequencing and environmental data available in published literature. The validity of the modeled responses of microbial taxa will be checked using the analysis of communities from the “local” experiment. The project will give an answer on the “global” future of microbial communities as well as on the functional responses of soil microbes to climate warming on the local scale. Proposed project will allo
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 'Neutrino Oscillations in long-baseline accelerator experiments' under Sixth Framework.

assistant: **Concept**

The observation of oscillations of muon-neutrinos into electron-neutrinos or setting the tight limit on that process is of fundamental importance for particle physics. The main research objective of the project is to apply and develop the methods of effective, low-background separation of electron-neutrino interaction in the long-baseline detectors MINOS and ICARUS.The project is designed to help in the integration with neutrino group from Warsaw University. This goal will be achieved in two ways: by app lying the knowledge acquired while working for the MINOS experiment and by active participation in construction of the ICARUS detector.
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 'From Supramolecular to Covalent Boron Clusters Membrane Carriers' (CONNECT) targeting Horizon Europe.

assistant: **Abstract**

Conceptually new synthetic membrane transporters constitute a key challenge for supramolecular chemistry and materials sciences. To date, the transport of hydrophilic bioactive substances across membranes has exploited the amphiphilic character of carriers and cargos such as in lipids or other cationic amphiphiles. However, amphiphilic molecules face limitations due to intrinsic features such as toxicity associated to their detergent-like behaviour and their tendency to aggregate. This year, it has been described that superchaotropic boron clusters can transport a range of hydrophilic chemical substances across lipid membranes and inside cells. This new concept supports that the chaotropic effect can guide the design of an entirely new class of membrane carriers. However, until now, boron clusters have only been used as non-covalent carriers of the cargo of interest. The main objective of this action is to investigate, for the first time, the covalent introduction of superchaotropic substituents into prototype peptide sequences and evaluate their potential to be self-transported across membranes. A selection of simple anionic, cationic and hydrophobic peptides will be equipped with boron clusters modified amino acids and screened in model membranes and in cell assays. Unknown concepts and revolutionary molecules could emerge from this initial study. For example, the introduction of anionic boron clusters into cationic short peptides could give rise to a new class of (strongly hydrophilic) zwitterionic self-transported biomolecular scaffolds. We also suspect that switching hydrophobic for anionic chaotropic residues will decrease aggregation propensity but increase membrane transport efficiency of amphiphilic bioactive peptides. This new application of chaotropic cluster
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Using Peer Support In Developing Empowering Mental Health Services' to be submitted under Horizon 2020.

assistant: **Abstract**

Background: A large number of people with severe mental illness receive no treatment. This treatment gap is largest in low and middle income countries (LMIC), with detrimental effects on individuals (social role, quality of life, stigma) and societies (equity, costs). Peer support is an established intervention involving a person in recovery from mental illness being employed to offer support to others with mental illness. Peers are an untapped resource in global mental health.Objective and methods: UPSIDES will scale-up peer support interventions for people with severe mental illness in high-, middle- and low-resource settings. An international community of practice for peer support including peer support workers, mental health researchers, and other relevant stakeholders in Europe, Africa and Asia (8 study sites in 6 countries) will be established. Peer support will be implemented adapted to the local context. Using a mixed-methods approach (N=558), the impact of peer support will be rigorously evaluated at the levels of patients and peer support workers (psychosocial and clinical outcomes), services (cost-effectiveness, return on investment), and implementation (adoption, sustainability, organisational change). Evidence of best practice will be disseminated to local, national and international stakeholders ensuring sustainability and spread. Expected impact: UPSIDES will improve the lives of large numbers of citizens in Europe and LMIC by modifying mental health systems using the expertise of people with personal experience of mental illness. Utilising peers will provide an essential driver in low-income settings relieving the scarcity of human capital. Performance of mental health services will be maximised through actively involving and empowering service users, ge