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: Draft an executive summary for the EU project 'Boosting CBRNE Innovation in Southern CEE: Building a Resilient Ecosystem through Fostering Academy-Industry Collaboration' (GROUNDUP) targeting Horizon Europe.

assistant: **Abstract**

CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control. In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security. Despite strong research capacities, the region struggles with fragmented networks and slow market adoption. In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs. Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development. GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks. This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE. First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing. Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields. Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program. Lastly, the project
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 'Multidisciplinary tools for improving the efficacy of public prevention measures against smoking' to be submitted under Horizon 2020.

assistant: **Abstract**

Smoking is the largest avoidable cause of preventable morbidity worldwide. It causes most of the cases of lung cancer and chronic obstructive pulmonary disease (COPD) and contributes to the development of other lung diseases. The control of smoking is considered as a highly important intervention for the prevention of lung diseases. Tobacco consumption is highly influenced by socioeconomic factors. SmokeFreeBrain aims to address the effectiveness of a multi-level variety of interventions aiming at smoking cessation in high risk target groups within High Middle Income Countries (HMIC) such as unemployed young adults, COPD and asthma patients, as well as within the general population in Low Middle Income Countries (LMIC). The project addresses existing approaches aiming to prevent lung diseases caused by tobacco while at the same time it develops new treatments and analyzes their contextual adaptability to the local and global health care system. SmokeFreeBrain follows an interdisciplinary approach exploiting consortium’s expertise in various relevant fields in order to generate new knowledge. State of the art techniques in toxicology, pulmonary medicine, neuroscience and behavior will be utilized to evaluate the effectiveness of: (i) Public Service Announcement (PSA) against smoking, (ii) the use of electronic cigarettes with and without nicotine as a harm reduction approach and/or cessation aid, (iii) a specifically developed neurofeedback intervention protocol against smoking addiction, (iv) a specifically developed intervention protocol based on behavioral therapy, social media/mobile apps and short text messages (sms) and (v) pharmacologic interventions. The main objective of the project is to evaluate the interventions in terms of health economics, by studying their
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 'PALimpsests: Artificial Intelligence applied to advanced imaging of recycled manuscripts from Northern Italy in the Early Middle Ages, to study their production and use within a sustainable ecology' (PALAI), addressing dissemination and exploitation.

assistant: **Impact**

PALAI will study palimpsests using advanced imaging and artificial intelligence. Palimpsests, or recycled manuscripts, especially those from Northern Italy in the early Middle Ages, are known as a treasure trove of lost texts. The reuse of ancient manuscripts shaped the scene upon which the Carolingian renaissance emerged, and is thus a missing link between classical Antiquity and the first period of major cultural renewal in the Middle Ages throughout the West.  PALAI proposes to investigate where the recycled manuscripts came from, how they were selected and prepared for reuse, and what their reuse tells us about scribal communities’ worldviews. Doing so requires multispectral and XRF imaging, to recover the erased features of the original manuscripts. A major issue with such imaging is the post-capture data processing, which is both excessively time-consuming and often fails to extract the relevant data for scholars to examine: crucially, PALAI proposes the first large-scale exploration of machine learning models in order to solve this image processing bottleneck issue, which will have numerous applications to erased or damaged documents from other areas and periods. Using these technologies, PALAI will track the production of palimpsests in Northern Italy from the late 6th to the early 9th century, by investigating, on the level of individual manuscripts, the cultural entities that fostered it; it will analyze scribes’ and readers’ intellectual practices, their relation to past cultures, to their present environment, and to innovation and creation for the future; and it will put forward in narrative form a multicausal theory of manuscript reuse bringing to light an ecology of writing in which long-term sustainability of texts was paramount. PALAI’s methodology is de
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 'Modelling and Inference on brain Networks for Diagnosis' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Graphs are used in modern neuroscience to represent structural and functional connectivity of the brain acquired using magnetic resonance imaging. A number of pathologies affect these networks: their study holds vast promise for understanding and diagnosing brain diseases. But brain connectivity data is not trivial to process, and the predominant graph-theoretical analysis approach is used mostly at the group level. This project aims at developing imaging markers of neurodegenerative diseases based on recognition of functional and structural connectivity patterns of the brain at rest, for use predictively at the single patient level. The methods will be complementary to existing imaging modalities and clinical practice. The project will address two important tied questions: 1) How can we extract connectivity graphs from neuroimaging data, and perform inference on such graphs? 2) What are the confounds in the subjects or data processing that may impede clinical application of the methods?These questions will be addressed by new theoretical work and experiments with data from early multiple sclerosis and Alzheimer's disease patients. Data preprocessing and estimation of functional connectivity will be evaluated and improved, new algorithms to compare functional and structural connectivity graphs will be developed, and novel multimodal machine learning techniques will be developed to leverage the structural/functional connectivity interaction. Differences in connectivity due to physiological noise, pathological changes, and scanning site will be modelled in depth, and methods for compensating for such confounding factors will be evaluated.The project will advance novel imaging markers with high clinical relevance for two very prevalent neurological diseases in the EU. 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: Describe how 'Terrace Archaeology and Culture in Europe' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Large areas of agricultural terracing have been abandoned and are being destroyed in Europe. TerrACE will develop a transferrable methodology of archaeological protocols for understanding the creation, maintenance and use of terraces over the longue durée, thereby informing strategies for the sustainable management of these environmental-fragility hotspots. Terraces and lynchets are hallmarks of complex Prehistoric to Post-Medieval societies and were critical for the sustainability of many European societies (including the Greeks & Romans). However, we typically know less about them than any other archaeological site type, although they were one of the first transformations of natural into cultural landscapes, which in many cases persisted to the 20th century. Key archaeological questions are: how old are terrace systems, how were they used, did they reduce soil erosion and are they carbon sinks? The answers to these questions have high relevance in Europe today as terraces can combine high yields with decreased erosion and fire risk, whilst increasing social resilience and food security in the face of environmental change.TerrACE will be a step-change in our archaeological approach by integrating a raft of new and innovative scientific techniques through an exemplary study of the creation, operation and abandonment of terraced landscapes on a N-S climatic transect of well-known/excavated terraces across Europe. TerrACE has 5 objectives; 1) improving terrace-landscape mapping, 2) multiple dating typical terrace systems, 3) determining history of use and management, 4) understanding the role of terraces in carbon storage, and 5) outreach to promote terraces as part of Globally Important Agricultural Heritage Landscapes (UNESCO GIAHS). TerrACE is only now feasible due 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: Explain how 'Physics and technology of nanotubes@nanotubes (nanotubes in nanotubes)' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

Carbon annotates (CNT) represent the one-dimensional form of carbon. Related to their appealing needle-like structure, they possess a number of peculiar mechanical and electronic properties, which makes them promising candidates for devices-devices. The single walled version of Cants (SWCNT) are even more interesting due to their well defined geometry and small diameter. Doping and modifications of SWCNTs have attracted considerable interest. The C60 doped SWCNT, (C60@SWCNT) combines two fundamental forms carbon. Recently, it has been shown that a suitable high temperature treatment transforms the filled-in C60 into a SWCNT that occupies the interior of a SWCNT. The inner tubes of this double wall carbon annotate (DWCNT) structure are unique as they are formed in a catalyst free environment and such tubes have a highly perfect, defect-less structure as the host institute has demonstrated. Superior mechanical and electronic properties make Decants a promising candidate for applications such as transistor electrodes in future electronics, cantilever material for scanning probe microscopy and many more. DWCNT growth will be studied from C60@SWCNT in successive heat treatment steps using transmission electron microscopy and Raman spectroscopy. We also intend to grow hetero-inner tube Decants starting from heteromolecule@SWCNT. The charge transfer from alkali do pants to DWCNT will be studied using in-site Raman and dc transport studies. It is yet unknown how charge transfer affects the electronic properties of Decants. Individual Decants will be studied using Raman microscopy and scanning probe microscopy. Decants will be isolated on a substrate in low density. Studies of the same individual DWCNT using the these methods enables to correlate the Raman information on the tub
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 'The new flow of news : how social network sites transform news organization and citizens  political behavior' (SNSNEWS).

assistant: **Concept**

News industry is undergoing a major transition: Traditional news consumption is on the decline, while citizens increasingly turn their attention to social network sites (SNSs). To accommodate this trend, news industry has been incorporating SNSs into its platforms, changing news into a social product. The project will explore this process and reveal its implications for news production and audiences’ political behavior. I develop a new model anchored in network logic and involving three key actors in news creation and distribution: news organizations, which are adapting news production to the logic of sharing; news feeders – users who select and disseminate news stories, thereby serving as a bridge between their online followers and news organizations; and news feedees – individuals whose news consumption is limited to stories fetched for them by feeders in their SNSs. The model points to some long-term effects on individuals' political beliefs and behavior as a consequence of acting as feeders or feedees. Multiple innovative methods will be employed, some of which will be implemented in the field of media and political studies for the first time. The methods are mutually complementary, combining ‘big data’ analysis with small-N in-depth designs. To study news organizations, I will interview news editors and analyze traffic data juxtaposing it against content analysis. To study users’ behavior and identify feeders and feedees, I will conduct a laboratory observation in which surfing behavior and physiological attention indices will be measured unobtrusively. Long-term political effects will be tested using a combination of survey panel data and web-based behavioral data spanning a period of two years. The proposal is theoretically and empirically innovative and can impa
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 'A multifaceted cancer immunotherapy based on an immune checkpoint-modulating chimeric oncolytic virus vector in combination with a dendritic cell vaccine'.

assistant: **Innovation**

Despite many decades of intensive research, cancer remains a major worldwide health concern and imposes a heavy societal burden, both epidemiologically and financially. Cancer immunotherapy is rapidly transforming the face of medical oncology as an exciting paradigm shift in treating cancer by exploiting the immune system of the patient as the basis for the therapy. Although dramatic results have been achieved in a subset of patients, the responses in most solid tumors have been disappointing. Hepatocellular carcinoma (HCC) represents a particularly challenging malignancy to treat, due to the inherently immune-suppressive microenvironment in the liver. Oncolytic viruses (OVs) offer an elegant multimodal approach to combat HCC through their ability to cause direct tumor cell lysis, while stimulating immune responses directed against the tumor. Nevertheless, the potential of OVs as monotherapeutics is limited by the innate antiviral immune response, which rapidly restricts virus replication and spread within the tumor mass. Therefore, a successful therapeutic strategy should employ a combination scheme involving a mechanism to improve the intratumoral dissemination of the OV, while exploiting the immune-stimulatory capacity of the virus, in order to achieve far-reaching synergistic responses that can target metastatic disease. The ONCO-VAX approach aims to accomplish just that. A novel chimeric oncolytic virus backbone with an enhanced cell-cell spreading capacity, will be utilized as a platform to express an optimized gene for eradicating the local immune-suppressive microenvironment in the tumor. As an additional layer of therapy, the virus will be combined with a cutting edge dendritic cell vaccine approach to initiate a broad antitumor response for systemic and potent
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 'Flexible Li ion Batteries via Nanocrystal-Nanocarbon Scaffolded Structures' to be submitted under Horizon 2020.

assistant: **Abstract**

The aim of this proposal is to develop next generation flexible high-energy density Li ion batteries. This project seeks to advance this field by developing generalized methodologies to effectively interface flexible nano carbon scaffolds with inorganic nanocrystals, and to obtain tailor made hierarchical assemblies as building blocks. Fabrication of these hierarchical materials whose chemical and mechanical properties can be optimized at the nano, micro and millimeter scale are key to ensure both high energy and power density, and structurally flexible components. Our strategy will significantly increase the loading of electro-active particles (nanocrystals) and maximize their contact/exposure to electrolytes in optimized conditions, which will improve the electrochemical properties of nanostructures. Parallel, by applying in situ electrochemical-Li-NMR-Neutron depth profile and XRD, the proposed multi-scale approach will deepen the understanding of fundamental issues such as Li+ diffusion path ways in nanocrystal-carbon scaffolded structures (Li ion kinetics), volume expansion of nanocrystals (stress/strain issues), thermal management (heat dissipation), gas evolution (via electrolyte decomposition) and various modes of particle degradation during battery charge/discharge cycling.
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 'Holistic heat energy management on ships by implementing innovative dynamic calculation models towards maximum waste heat capture and energy efficiency' under Horizon Europe.

assistant: **Concept**

The project aims to decarbonize EU’s fleet by improving ship’s heat energy system through optimization of heat flow topology with dynamic calculation model, as well as including latest advancements in heat energized technologies. In this project all major consumers, heat producers and waste heat sources are considered. Furthermore, the calculation model is planned to be validated by real-life on-board prototype, to go further from theoretical calculations and experience. Thus creating a new innovative approach towards design method of heat energy system on the ships. The main target is to reach 14% efficiency increase by the calculation and scale it down to prototype to validate. The project is divided into three phases. First phase is concentrated on researech and development of the calculation tool based on the collected on-board data from the case study ship, with an outcome of new heat energy system topology with best efficiency based on limitations given by the ship owner. The second phase continues with development of process and system engineering for the optimized system arrangement, with an outcome of initial automation and interface principles. Third phase is a practical installation of prototype on board of the case study ship and validation of the calculation model vs real installation. The validation will impact shipowners perception on the possibilities to upgrade their ships. Additionally will provide valuable experience to participating parties to strengthen EU companies position on the market with high-end technology and heat energy efficiency optimization on ships. The efficiency increase will help to reduce ship emissions in CO2; NOx; SOx and particulate matter which is getting critical from EU enviromnental strategies.


**Keywords:** Energy saving,