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: Compose a compelling abstract for 'Hydrogen-bond geared Mechanically interlocked Molecular Motors' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

Hy3M will create new types of synthetic molecular motors - fuelled by energy in the form of light, heat, electrons, etc. - that transmit effects of mechanical motion at the molecular level through to the macroscopic world. The project will (i) explore a nd develop new methods and mechanisms for controlling the directionality of sub-molecular translational and rotary motion, principally through manipulating hydrogen bonding interactions, and (ii) find out how to link such movements to the outside world i n order to do useful work. The focused program of targeted multidisciplinary research with groups from Chemistry, Physics, and Engineering involves complementary synthetic, spectroscopic, computational, structural and fabrication studies. Six workpackage s are aimed at obtaining an assessment of both the static and dynamic influences of mechanical interlocking at the molecular level, the ability to assemble the structures into films or polymers which must be engineered into a useful material, and an unde rstanding of how key proximity effects could be designed in to tailor specific properties. The knowledge generated from these workpackages is employed to produce materials that exhibit various types of macroscopic responses from mechanical motion at the molecular level (surface- property change, shape-change, movement of object) as well as a synthetic molecular motor coupled to the outside world to do work. Appropriate compounds will be produced on a practical scale and fabricated to produce a material that will permit evaluation for efficacy and device applications. Increasingly tougher performance, economic, and environ- mental requirements for materials necessitate the development of new approaches. Manipulating material properties by controlling mo lecular architectu
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 'Elucidating the cutoff phenomenon' (CUTOFF) targeting Horizon Europe.

assistant: **Abstract**

The cutoff phenomenon is an abrupt transition from out of equilibrium to equilibrium undergone by certain Markov processes in the limit where the size of the state space tends to infinity: instead of decaying gradually over time, their distance to equilibrium remains close to the maximal value for a while and suddenly drops to zero as the time parameter reaches a critical threshold known as the mixing time.Discovered four decades ago in the context of card shuffling, this dynamical phase transition has since then been observed in a variety of situations, from random walks on random graphs to high-temperature spin glasses. It is now believed to be universal among fast-mixing high-dimensional systems. Yet, the current proofs are case-specific and rely on explicit computations which (i) can only be carried out in oversimplified models and (ii) do not bring any conceptual insight as to why such a sharp transition occurs. Our ambition here is to identify the general conditions that trigger the cutoff phenomenon. This is one of the biggest challenges in the quantitative analysis of finite Markov chains.We believe that the key is to harness a new information-theoretic statistics called varentropy, whose relevance was recently uncovered by the PI but whose systematic estimation remains entirely to be developed. Specifically, we propose to elaborate a robust set of analytic and geometric tools to bound varentropy and control its evolution under any Markov semi-group, much like log-Sobolev inequalities do for entropy. From this, we intend to derive sharp and easily verifiable criteria allowing us to predict cutoff without having to compute mixing times. If successful, our approach will not only provide a unified explanation for all known instances of the phenomenon, but also conf
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 'Spatialising Career Interventions for Inclusivity and Sustainability'.

assistant: **Objectives**

The 'Spatialising Career Interventions for Inclusivity and Sustainability' (SpaCIIS) project aims to address rural sustainability through the unusual perspective of career education and guidance (CEG) provision. Existing research shows that rural CEG provision can encourage young people to leave their rural communities and the project aims to ask whether CEG provision can be reimagined to more fully meet the needs of rural young people and their communities. The project takes an interdisciplinary approach applying insights into place-conscious practice, and place and social justice, developed in the field of rural education to rural CEG provision. Utilising Research Circles (RCs) (a form of participatory research), the project engages three rural Danish communities in researching the needs of their communities and co-designing place-conscious CEG interventions. The project contributes to scholarship in CEG by: developing a new conceptualisation of social justice for CEG including consideration of spatial aspects of inequality, and developing a new model(s) of place-conscious CEG provision. The project also extends rural development scholarship by exploring the role specifically of CEG provision in economic and population sustainability of rural communities. Contributing to rural education scholarship, the project highlights the role of CEG provision within community-education linkages and explores the value of RCs as an innovative way to bring together different perspectives and generate community led innovations in this provision. Practical outputs include the development of tools for delivering place-conscious career education that can be adapted for use across different rural communities, CEG services and CEG practitioners. Through these outputs the project seeks 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 executive summary for the EU project 'European Re-Analysis of global CLIMate observations' (ERA-CLIM) targeting Seventh Framework.

assistant: **Abstract**

ERA-CLIM will develop observational datasets suitable for global climate studies, with a focus on the past 100 years. These datasets will include atmospheric, oceanic, and terrestrial observations from a variety of sources, high-resolution global reanalysis products of the observations, and associated data quality information needed for climate applications.  The project will use existing climate data records and make a substantial contribution to filling known gaps in these records. Proposed data recovery efforts will focus on upper-air observations made in the first half of the 20th century, as well as near-surface observations of wind and humidity, in all regions of the globe.A specific goal for the project is to improve the quality and consistency of climate observations through reanalysis. Together with other in-situ and remote-sensing datasets available from existing data archives, the observations collected for ERA-CLIM will be included in a newly developed Observation Feedback Archive. Quality feedback information for this archive, including data departures and bias estimates, will be generated during several new pilot reanalyses, as well as from existing reanalysis datasets. The pilot reanalyses and the Observation Feedback Archive will be made available to users world-wide as a unique resource for climate research and observational studies of the Earth system.
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 'Context- and Task-Oriented Communication'.

assistant: **Innovation**

Emergence of a large number of distributed decision and control systems (e.g., in health care, transportation, and energy management), combined with increasing demands of traditional communications (e.g., due to multiview videos), create an imminent need for highly improved communication systems. We advocate that—combined with improvements in battery, antenna, and chip technologies—context- and/or task-oriented communication techniques will bring the desired breakthrough. Specifically, context- oriented techniques will greatly improve performance, because future networks have complex infrastructures (with cache-memories, cloud-RANs, etc.) allowing the terminals to collect side-informations about other terminals’ data or signals, and because many distributed decision systems rely on numerous devices with correlated measurements. Task-oriented techniques promise even larger gains, especially in distributed decision systems where decisions take value on a small range, and thus the traditional approach of communicating sequences of observed signals results in a huge overhead.Information theory, and in particular distributed joint source-channel coding, provides a general framework for designing context-oriented communication techniques. Such a general framework  is missing for task-oriented communication. Previous results indicate that creative usages of information theory on its frontier to statistics and decision theory are well-suited for designing task-oriented communication techniques for applications as diverse as coordination of smart devices, distributed hypothesis testing, and clustering of data.Our goal is to design context- and/or task-oriented communication techniques for these three applications and for cache-aided communication. Besides the high gains that our
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 'Advanced resource management in service integrated and multi-layered hfc access networks' (AROMA) targeting Fourth Framework.

assistant: **Abstract**

Main ObjectiveThe overall objective of AROMA is to contribute to the integration between ATM and the Internet. It will design, implement and demonstrate flexible generic solutions, which advance the integration of services with end-to-end QoS (Quality of Service) in multi-layered Hybrid Fibre Coax (HFC) systems. This integration will be pursued on two fronts: 1.adding QoS sensitive support to Internet protocols for enhancing legacy TCP/IP applications 2.defining native ATM architectural solutions to provide QoS support for new applications. This strategy accommodates the existing applications and provides an open environment for embedding new ones into HFC networks. Technical ApproachThe project will demonstrate how intelligent resource management can provide end-to-end QoS in a heterogeneous network environment. This environment consists of an HFC access network as a shared medium, an SDH/ATM core network with ATM signalling (ITU-T: Q.2931) and Internet including RSVP (Resource Reservation Protocol). The main issue is the smooth end-to-end operation of IP and native ATM applications using different types of protocols (RSVP, ATM traffic contract ) to offer guaranteed QoS. In particular the HFC network segment requires novel methods of resource management by means of signalling between the user terminals and a legacy ATM switch via an HFC-specific management unit. A novel approach is required to embed HFC (shared medium) access networks in an SDH/ATM network and Internet environment. It involves switched connections in order to use the network resources efficiently and dynamically and to provide QoS simultaneously. (In existing ATM based HFC systems permanent connections are established). AROMA will develop and demonstrate this approach. Summary of TrialComponents of the
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 'Advanced Genetic Analysis in the Post-Genomic Era', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

Biological and biomedical science has undergone a radical change over the last decade due to an explosion in the availability of genome sequence data. This has created the need to train a new generation in the latest genetic approaches for the post-genomic era. However, technical skills are increasingly being squeezed out of undergraduate training programmes. To address this, the AGAPE programme will deliver early postgraduate training that combines cutting-edge science, technology transfer, specialist taught courses and generic skills. The key element in AGAPE is the use of an integrative approach to address major questions in post-genomic biology. Training will be available ina broad range of techniques, for example, comparative and functional genomics, expression analysis,population genetics and bioinformatics. Early stage training fellows will be recruited at 3 levels: M Res training (1 year) and PhD training (3 years), which provide the opportunity for fellows to gain an internationally recognised qualification, and short visits (4 months), ideally suited for technology transfer.The benefit to Europe lies in generation of personnel with the necessary skills and motivation to exploit opportunities within biomedicine, biotechnology and pharmaceutical science. This will in turn have scientific and economic ramifications for improved human health and welfare in Europe. The programme will be delivered by an interactive group of 21 scientists with complementary expertise inadvanced genetic analyses. The training site will be the Faculty of Biological Sciences at Leeds, which is rated excellent in both teaching and research.
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 'Novel strategies for mammalian cardiac repair', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Recent ground-breaking studies by my team and others demonstrated that latent heart regeneration machinery can be awakened even in adult mammals. My lab’s main contribution is the identification of two, apparently different, molecular mechanisms for augmenting cardiac regeneration in adult mice. The first requires transient activation of ErbB2 signalling in cardiomyocytes and the second involves extra cellular matrix-driven signalling by the proteoglycan agrin. Impressively, both mechanisms promote a major regenerative response that, in turn, enhances cardiac repair. In CardHeal we will use the two powerful regenerative models to obtain a holistic view of cardiac regeneration and repair mechanisms in mammals (mice and pigs). In Aim 1, we will explore the molecular mechanisms underlying our discovery that transient activation of ErbB2 in adult cardiomyocytes results in massive cardiomyocyte dedifferentiation and proliferation followed by new vessels formation, scar resolution and functional cardiac repair. Specific objectives focus on ErbB2-Yap/Hippo signalling during cardiac regeneration; ErbB2 activation in a chronic heart failure model; ErbB2-induced regenerative EMT-like process; and cardiomyocyte re-differentiation.In Aim 2, we will investigate the therapeutic effects of agrin, whose administration into injured hearts of mice and pigs elicits a significant regenerative response. Specific objectives are matrix-related cardiac regenerative cues, modulation of the immune response, angiogenesis, matrix remodeling, and developing a preclinical, large animal model to study agrin efficacy for cardiac repair.Interrogating the differences and similarities between our two regenerative models should give us a detailed roadmap for cardiac regenerative medicine by providing deep
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 'Realizing Leibniz’s Dream: Child Languages as a Mirror of the Mind' under Horizon 2020.

assistant: **Concept**

Children around the globe acquire language and with it the human ability to communicate complex thoughts. This project develops a new linguistic theory to explain language and its acquisition. Our central hypothesis is that language radically compresses thought structures to sound or sign. While current theories assume a parallel between thought and language or meaning-preserving transformations, we assume that thought is mapped to language by only realizing some pieces of conceptual representations.  Adult language is hyper-efficient at compressing information. For this reason, Leibniz and many others over the last 300 years have been unable to agree on the primitives of human thought.  We predict that child languages are a better mirror of the human mind. Our initial evidence suggests that children are not able to compress conceptual representations as efficiently as adults.  Sometimes children produce more material than adults, leading to so-called commission errors, which have never been systematically investigated. Furthermore, comprehension is easier for children when there is a one-to-one match between language and thought.  To test our central hypothesis and specify how conceptual structure is compressed into language, we carry out a series of at least twelve targeted language acquisition studies on a global scale. We have recruited collaborators for more than 50 languages from 21 different language families, two sign languages and two creoles to carry out our studies.  With this data, we can formulate a complete formal model of the semantic primitives, their combination into conceptual structures, the morphological compression mechanism, and the acquisition process within our model. To accomplish these goals, we rely on insights from formal semantics, generativ
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 'Demand Response - Residential Innovation for a Sustainable Energy system' (DR-RISE), addressing dissemination and exploitation.

assistant: **Impact**

Due to the current energy crisis, the EU is reaching a critical point in the energy transition with the Clean Energy Package. Residential demand response (DR) is a promising framework whose potential is completely untapped nowadays. DR-RISE's main objective is to demonstrate the benefits of DR in the residential sector, not only for the end-consumers but for the overall energy system and the actors involved. We will offer a holistic set of tools and services with a twofold objective: increase energy efficiency via optimal management and demonstrate the benefits (not only economic) of DR. The platform will be demonstrated in three different EU countries, focusing on gathering the most diverse environments (e.g., pre-existing energy communities, smart villages, urban blocks of flats, low-income households, etc.). Our approach is completely aligned with the EU's vision to place the citizens at the heart of the solution and empower them so that they can make self-aware decisions. Furthermore, we have developed a methodology around a strong social component that includes a significant co-design process of the tools with the end-consumers, considering vulnerable groups to provide a completely inclusive solution. A first iteration in the pilots will be deployed to assess the DR benefits, including the minimum required devices to do so. Then, building on the previous results, we will iterate a second time by including new hardware and DR approaches to compare the outcomes with the previous baseline. This two-phased methodology will allow us to take corrective measures if needed and assess the potential benefits of multiple sensors and control devices. The platform will therefore reach TRL7/8 by project completion. Furthermore, our plan for dissemination and exploitation, includ
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 'Confronting Thompson’s Conjecture: A Hypercontractive Approach' (GroupHype), addressing dissemination and exploitation.

assistant: **Impact**

This proposal concerns enhancing our understanding of linear algebraic group via methods from Boolean function analysis. In particular, it is focused on addressing Thompson's conjecture about conjugacy classes, a longstanding problem in group theory that has captivated researchers for over four decades. We bring together insights from diverse disciplines, weaving together concrete conjectures concerning character value bounds, the independence number of normal Cayley graphs, and most critically, the novel concept of hypercontractivity in groups to provide a framework for a solution to the conjecture.


**Keywords:** Discrete Analysis Over Simple Groups