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

user: Describe how 'Synthesis and characterisation of new y-shaped, stimuli-responsive polymeric surfactants' will create measurable scientific, societal and economic impact aligned with Fifth Framework.

assistant: **Impact**

Atom Transfert Radical Polymerisation (ATRP) has been developed at Sussex to enable the efficient synthesis of controlled structure copolymers with narrow polydispersities. Polymerisations of hydrophilic methacrylates by aqueous or alcoholic ATRP are relatively rapid, even under mild conditions. ATRP will be employed for the synthesis of novel Y-shaped polymeric surfactants based on poly (alkyleneoxides) [PEG or PPO] and polymethacrylates Commercially available poly (alkyleneoxides) will be converted, by end-group modification, into bifunctional ATRP macro-initiators. The subsequent polymerisation of various hydrophilic methacrylates via ATRP using these macro-initiators will allow access to a wide range of Y-shaped surfactants.The aqueous solution properties of the new polymeric surfactants will be investigated using various analytical techniques, including NMR spectroscopy, dynamic light scattering and surface tensiometry. Because they are analogues of gemini surfactants, the Y-shaped polymers are expected to exhibit different behaviour compared to their linear diblock counterparts. Formation of non-spherical micelles (rods lamellae, possibly even vesicles) should be feasible at high surfactant concentrations. The presence of two methacrylic-based blocks should lead to enhanced adsorption of these surfactants at both the air-water and solid-water interface and also offer potential advantages for the formulation of concentrated emulsions. Compared with small-molecule gemini surfactants, these polymeric surfactants will offer much greater structural and compositional diversity. In particular, Y-shaped surfactants will be designed to respond to changes in either solution pH or temperature.
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 'Statistical physics-based computational design of protein-RNA complexes' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

This project aims to computationally design RNA molecules apt to bind to a given protein under given conditions (such as binding affinity, properties of the solution and temperature).The relevance of this research lies in the current effort to elucidate the mechanism that guide RNA-protein complexes, which are abundantly found in the cell at all levels of relevant cell mechanisms. Further, such a study is expected to be a first valuable step in the effort of rational drug design in silico.In this project, we propose to transfer concepts from statistical mechanics used in e.g. soft matter science, to this challenging problem. Such a physics-based approach will explicitly take into account entropic effects encountered in the RNA-protein complexes, which properly account for the flexibility of these biomolecules, but which are usually disregarded by current techniques. With such an approach, we aim to win physical insight into the mechanisms governing RNA-protein complexes (shown on the example of the Hfq-RNA complex). Then, simulations can help to overcome experimental bottlenecks and drive their progress.In this project, the applicant aims to maintain close contacts with both other theoreticians and with the relevant experimental groups, both at the host institution and within the European Community.
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 'Ecosystem in a box: Dissecting the dynamics of a defined microbial community in vitro' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The dynamics of microbial communities may be driven by the interactions between community members, controlled by the environment, shaped by immigration or random events, influenced by evolutionary processes or result from an interplay of all these factors. This project aims to improve our understanding of how community structure and the environment impact community dynamics. Towards this aim, a defined in vitro community of human gut bacteria will be assembled, since their genomes are available and their metabolism is comparatively well resolved.In the first step, we will quantify the intrinsic variability of community dynamics and look for alternative stable states. Next, we will systematically vary community structure as well as nutrient supply and monitor their effects on the dynamics. Finally, we will measure model parameters, evaluate to what extent different community models predict observed community dynamics and validate the models by identifying and experimentally validating keystone species. Studies of microbial community dynamics are hampered by the cost of obtaining densely sampled time series in replicates and by the difficulty of community manipulation. We will address these challenges by setting up an in vitro system for parallel and automated cultivation in well-controlled conditions and by working with defined communities, where every community member is known.The proposed project will discern how external factors and community structure drive community dynamics and encode this knowledge in mathematical models. Moreover, the project has the potential to transform our view on alternative microbial communities and their interpretation. In addition, the project will extend our knowledge of human gut microorganisms and their interactions. These insights wil
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 Seventh Framework proposal on 'Ice Dynamic Investigations with Seismological Components'.

assistant: **Innovation**

Glacier ice mass loss presently contributes 1.8 mm per year to global sea level rise. The cause of this loss can be divided into two primary categories: negative surface mass balance and increases in ice discharge into the ocean. The latter is also known as dynamic mass loss. Predicting global sea level changes is primarily limited by gaps in our understanding of glacier sliding and iceberg calving inhibiting the inclusion of dynamic mass loss in ice sheet models. The main issue is the inaccessibility of a glacier’s base and its calving front, which significantly limits the amount of conclusive data on physical processes in these regions. To get around this problem, I propose to implement an interdisciplinary approach that investigates glacier sliding and iceberg calving using new seismological techniques. The main component focuses on the linkages between changes in glacier surface melt and basal sliding, by investigating the subglacial drainage system with a seismic noise analysis technique. In the second part of this study, I propose to analyze regional seismograms and satellite images to develop and refine quantitative monitoring tools of iceberg calving.The Institute des Sciences de la Terre (ISTerre) at the University Joseph Fourier in Grenoble will serve as a host institution, contributing their extensive experiences and resources in the field of seismic noise analysis. For the first time, such an analysis will be applied to glacier seismograms, which will extend my scientific skill set in interdisciplinary research of glacier seismology. As an integral part of ISTerre's scientific community, I will have the opportunity to extend my professional network, continue to supervise students and dovetail my previously developed outreach activities into the institute's p
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 'The nZEB Roadshow' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

The nZEB Roadshow project will organize national-scale marketing and communication campaigns in 5 European countries, focused around nZEB weeks organized in 3 to 5 selected cities in each involved country. The nZEB weeks will consist of a multitude of events: construction products and real estate fairs, practical demonstrations and real-time nZEB construction, training courses for designers and construction workers (with inclusion of BIM-enabled VR and AR solutions), information sessions and free consultations for citizens active on the real estate market, on-site training at public building renovation sites, and most importantly – career orientation centers and construction job fairs with focus on the local construction sector SMEs. As a focal point of the events, the BKHs will get on wheels – through the design and construction of prefabricated modular mobile buildings that will serve as information and demonstration centres for raising awareness of the benefits and specificities of nZEB and will create the necessary prerequisites for effective communication between stakeholders. With very careful attention to exterior and interior design, the centres will offer real-life experience of quality nZEB and will be equipped with all necessary technologies to provide full information of the processes with relevance to the building’s performance in terms of comfort, internal air quality parameters, and energy consumption. In addition, the nZEB Roadshow will add to the current efforts to promote nZEB –related two very important but unfortunately still largely missing components: professional marketing and sales services and strong media partnerships. The project concept has received strong support by a large number a stakeholders, as 50 dedicated letters of support are attach
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 'Capacity-building of the financial ecosystem and its participants for improving innovative SME´s access to alternative forms of finance in Europe with focus on SE and CEE'.

assistant: **Concept**

The objective of the project is to design, develop and implement a capacity-building strategy to increase the capacity of the financial ecosystem and its participants in South, Central and Eastern European countries for provision and absorption of alternative forms of financing (AF) for innovative SMEsSub objectives and outputs:1: To map and analyse the framework conditions and establish the capacity-building strategy and implementation plan• Capacity building strategy and implementation plan for South and Central and Eastern Europe, in particular PT, ES, IT, LT, PL, SK, HU, RO, UA (consortium presence), GR, LT, SLa, CZ, HR, BG, RS; BA, AL, MK (consortium outreach)• Validation with 120 participants• Adapted strategy and plan in line with assessment2: To provide cross-European information architecture with materials, resources and online tools for capacity building and matching of innovative SMEs to AF schemes and their providers• ALTFInator web platform with interactive library and information, matching and data exchange tool set:3: To engage and broaden the stakeholder community, complemented by equal increase of knowledge, capacity and partnerships in support of provision and absorption of AF for innovative SMEs• Awareness raising campaigns focusing on 3 600 key stakeholders• 8 national workshops with 240 participants• 2 international best practice workshops with 60 participants• 8 public roundtables with 40 participants each • Policy makers hearing at the EuroParl with 30 participants.• MOOCs for AF providers with 500 participants• 4 webinars for group coaching of SMEs with 120 participants4: To review the impact of the implementation and provide the evidence-base for adaption and sustainability of the scheme in the light of experience• KPI´s5: To provide stakeholder
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 'Engaging the Value Of Living Labs to Innovate Care And Regulatory Environments', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Charting a course for a more resilient and patient-centric healthcare future depends on continuous development and delivery of innovation to the market. EVOLVE2CARE focuses on HealthTech experimentation practice frameworks, standardizing and enhancing the symbiotic relationship between living labs and innovators in the context of the Transitional Care sector. Challenges ranging from an aging population to complexity of medical conditions and regulatory frameworks, bring a growing recognition of the importance of experimentation practices. By subjecting innovations to real-world scenarios, experimentation uncovers complexities, ethical considerations, interoperability challenges, and unforeseen barriers that controlled environments may not reveal. By harnessing the power of Living Labs – real-world environments involving users and stakeholders – EVOLVE2CARE will provide innovators with access to services for testing/validating research and products. EVOLVE2CARE focuses on three Use Cases (Hospital Discharge Management, Homecare Monitoring Solutions, Aging Population & Care Transitions), engaging stakeholders from across the value chain to examine complexities, barriers and enablers that regulatory frameworks pose to the development and commercialization of healthcare innovations. Recognizing the cross-disciplinary nature of healthcare, we will engage with EIT KICs and their beneficiaries. We will provide a scalable, collaborative experimentation space (the AccelUP marketplace), to aggregate Living Labs, innovators, researchers, regulators, investors, and other pertinent stakeholders. Trainings workshops, and reports will increase knowledge and disseminate findings to our stakeholders. The project partners encompass vast expertise and networks covering the development/com
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 'Large-Scale Learning with Deep Kernel Machines' in the context of a Horizon 2020 call.

assistant: **Objectives**

Machine learning has become a key part of scientific fields that produce a massive amount of data and that are in dire need of scalable tools to automatically make sense of it. Unfortunately, classical statistical modeling has often become impractical due to recent shifts in the amount of data to process, and in the high complexity and large size of models that are able to take advantage of massive data. The promise of SOLARIS is to invent a new generation of machine learning models that fulfill the current needs of large-scale data analysis: high scalability, ability to deal with huge-dimensional models, fast learning, easiness of use, and adaptivity to various data structures. To achieve the expected breakthroughs, our angle of attack consists of novel optimization techniques for solving large-scale problems and a new learning paradigm called deep kernel machine. This paradigm marries two schools of thought that have been considered so far to have little overlap: kernel methods and deep learning. The former is associated with a well-understood theory and methodology but lacks scalability, whereas the latter has obtained significant success on large-scale prediction problems, notably in computer vision. Deep kernel machines will lead to theoretical and practical breakthroughs in machine learning and related fields. For instance, convolutional neural networks were invented more than two decades ago and are today’s state of the art for image classification. Yet, theoretical foundations and principled methodology for these deep networks are nowhere to be found. The project will address such fundamental issues, and its results are expected to make deep networks simpler to design, easier to use, and faster to train. It will also leverage the ability of kernels to model inva
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 'SiliconLaser' in the context of a Horizon 2020 call.

assistant: **Objectives**

Our research aims to revolutionize the electronics industry by adding intra-chip and chip-to-chip communication at the speed of light, offering a significantly reduced energy consumption. Cubic crystal phase SiGe is known to be great for electronics. We propose to develop hexagonal crystal phase SiGe (Hex-SiGe) which features a direct bandgap and will add photonic capabilities to electronics. Direct bandgap silicon has been the holy grail of the semiconductor industry for many years, since it would allow integrating both electronic and optical functionalities on a silicon platform. Recent theoretical calculations predict that hexagonal crystal phase SixGe1-x features a tunable direct bandgap from 1380-1800 nm, exactly coinciding with the low loss window for optical fibre communications. We have recently developed a generic approach to grow defect-free hexagonal SixGe1-x with tunable composition. We propose to demonstrate efficient light emission from direct bandgap SiGe, followed by the development of a SiGe nanolaser. Work towards CMOS integration is included. The demonstration of a Hex-SiGe nanolaser will serve as a game-changer for transforming the electronics industry.


**Keywords:** Direct bandgap Silicon, Hexagonal SiGe nanowires, Nanolaser
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 'Improved Estimation Algorithms for Water Purification and Desalination Systems'.

assistant: **Concept**

Sustainable access to drinking water and providing usable water supply for adequate sanitation and also for irrigation based agriculture forms one of the major challenges for the global society in the 21st century. The major subject of the PURE-WATER project are water purification and desalination processes. As a crucial part of a functional water resource management system, the information processing and monitoring of the respective water filtration and refinement procedures are subject to high requirements for accuracy, real-time standards and reliability. From a system engineering perspective, major issues regarding the complex underlying physical principles are to gain an appropriate mathematical description of the dynamic behavior combined with an adequate parameterization and knowledge about the internal state conditions of the distributed processes via intelligent sensor data evaluation in spite of external perturbations. This is required for an efficient and safe water plant control setup. The consortium will work together on developing a robust and online implementable modulating function based estimation scheme that includes observers for nonlinear and distributed hydrodynamical systems with an additional fault detection and isolation concept to identify failing operational conditions such as membrane fouling impact. The designed methods are validated in simulation and an experimental test bench is developed for testing the designed algorithms in a realistic environment. Furthermore, a smart sensor configuration will be designed for joint measurement and data evaluation devices. This is accomplished by combining the expertise from academic partners on the fields of observer design as well as system modeling and simulation with the experience from industrial pa