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 a project proposal abstract for 'Friendly and Affordable Sustainable Urban Districts Retrofitting' to be submitted under Seventh Framework.

assistant: **Abstract**

About 40% of overall energy consumption in Europe is related to the building sector and over 50% of all materials extracted from earth are transformed into construction materials and products. With more than 70% of the building stock built before the first energy crisis (1970’s), energy retrofitting of buildings is envisaged as the most promising strategy to reach EU’s “20-20-20” targets. However, the traditional approach to the building energy efficient retrofitting brings poor results in relation to the urban sustainability, resource efficiency and economic return. Although the district retrofitting approach is frequently the most sustainable and cost-effective, the complexity of decision making grows exponentially when the intervention targets larger scale, even more when considering the fragmentation of the construction sector (many stakeholders, most of them SMEs). Furthermore, to support the necessary building-retrofitting market mobilization in Europe to fulfill EU-targets in 2020 and 2050, new business models and financial supporting tools need to be developed. FASUDIR will provide an Integrated Decision Support Tool (IDST) based on a new methodology supported by a software tool that will help decision makers to select the best energy retrofitting strategy to increase the sustainability of the whole district. FASUDIR’s IDST will incorporate key actors and relevant networks at the district scale and the entire value chain, and will ensure that new technologies for energy and resource efficient retrofitting are incorporated, especially those emerging from SMEs. FASUDIR takes advantage of the economies of scales and the variety of stakeholders when scaling up to the district, giving more opportunities for the development of new business and financial models with hi
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 'Exploring Populism in Texts: Leveraging AI for Substantive and Methodological Advancements' (PopText) under Horizon Europe.

assistant: **Objectives**

This interdisciplinary project embarks on an extensive exploration of the methodologies that underlie the study of populism through textual analysis, with the primary goal of enhancing our comprehension of this intricate phenomenon. The surge of populism on the global stage underscores an urgent need for scholarly investigation. However, the nuanced and adaptable nature of populism presents challenges, complicating efforts to establish a single, universally accepted definition. This conceptual ambiguity not only fuels ongoing debates about the core essence of populism but also permeates empirical analyses, including those centered on textual investigations. Despite the growing body of theoretical and empirical work, a noticeable gap persists in our grasp of the methodological subtleties inherent in the analysis of populism through texts. These methodological intricacies encompass a spectrum of dimensions, ranging from the application of conceptual frameworks to textual analyses, to the adaptation of text-as-data techniques capable of capturing the dynamic evolution of populism over time. This groundbreaking project marks an unprecedented endeavor in conducting cross-national and longitudinal evaluations of political parties' populist discourse. It employs a robust methodology integrating manual coding and machine learning techniques. By engaging with theoretical concepts and deploying cutting-edge AI tools to generate unique datasets capturing populism in texts, this project stands poised to enrich our nuanced understanding of how populism is conveyed across diverse temporal and contextual dimensions, pushing the boundaries of current knowledge in the field.


**Keywords:** Populism, Party Behaviour, Text-as-data, Computational Text Analysis, Comparative Politics
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 'Nanoanalysis using finely focused ion and electron beams' (NANOBEAMS), addressing dissemination and exploitation.

assistant: **Impact**

In order to match the resolution required for the development of nanomaterials and provide analytical information, this NoE concentrates on analytical techniques using focused ion and electron beams: SIMS /AES /TEMEuropean industries have a leadership in this field: - the world leader for D-SIMS is a French SME (Cameca)- amongst the two producers of S-SIMS one is a German SME (ION-TOF)- one of the 3 producers of AES is in England (TE),- analytical TEM equipment is produced by 1 German, 1 Dutch and 1 Japanese company. The European academic labs played a major role in the development of these techniques. This NoE will bring together the manufacturers mentioned above in brackets as well as the leading scientists and users in the academic labs.The partners will perform 9 INTEGRATING ACTIVITIES during the project. The 4 main activities will consist in the coordination of instrumental development, of fundamental research, the application to nanomaterials and the coordination of manufacturers. In addition to these topics, 5 further such integrating activities will be installed to cover aspects as research tools and infrastructures, personnel, management of knowledge and intellectual property and communication network. 5 further integrating activities will cover aspects as research tools and infrastructures, personnel, management of knowledge and intellectual property and communication network. This NoE will integrate 7 RESEARCH ACTIVITIES:- new ion sources for SIMS- development of new techniques - investigation of biological specimens for UHV experiments and analysis- analysis of layered, and- of 2 and 3D nanomaterials- formation process of atomic and molecular ions under ion bombardment- analytical chemistry in S- and D-SIMS. The NoE will create a European workshop about thes
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 'Synthetic generation of hematological data over federated computing frameworks' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Haematological diseases (HDs) are a large group of disorders resulting from quantitative or qualitative abnormalities of blood cells, lymphoid organs and coagulation factors. Despite most of them (~74%) are rare, the overall number of HD affected patients worldwide is important, placing a considerable economic burden on healthcare systems and societies. Despite the existence of several collaborative research groups at national and EU level, current clinical approaches are often ineffective, particularly for rarest conditions, due to the relatively low number of patients per disease and the high number of unconnected clinical entities. SYNTHEMA aims to establish a cross-border data hub where to develop and validate innovative AI-based techniques for clinical data anonymisation and synthetic data generation (SDG), to tackle the scarcity and fragmentation of data and widen the basis for GDPR-compliant research in RHDs. The project will focus on two representative RHD use cases: sickle-cell disease (SCD) and acute myeloid leukaemia (AML).SYNTHEMA will develop a federated learning (FL) infrastructure, equipped with secure multiparty computation (SMPC) and differential privacy (DF) protocols, connecting clinical centres bringing standardised, interoperable multimodal datasets and computing centres from academia and SME. This framework will be utilised to train the developed algorithms and perform SMPC-based global model aggregation in a privacy-preserving fashion. The resulting data will be validated for their clinical value, statistical utility and residual privacy risks. The project will develop legal and ethical frameworks to guarantee privacy by-design in the collection and processing of health-related personal data and attain an ethics-wise algorithm co-creation. 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: Describe the novelty, innovation potential and advance beyond the state of the art for 'Development of novel single cell multi-omics methods to uncover regulators of cell type specific epigenetic states.' (2021-2027).

assistant: **Innovation**

Although all cells of an organism share the same genetic information, they selectively access this information in a cell type- and context-dependent manner. Epigenetic mechanisms, such as post-translational histone modifications (PTHMs) have been identified as central regulators of Transcription Factor-DNA interactions. During cell differentiation, the distribution of PTHMs is modulated to enable the new cell state. Most of the protein complexes that position (writer) and remove (eraser) PTHMs have been identified, but we still do not understand how these proteins are recruited to the genome and thereby dictate the specific genomic distribution of PTHMs. Previous studies were unable to identify these targeting factors as they only interact with a fraction of writer complexes at a time and likely form transient interactions. Thus, new experimental approaches are needed to identify these proteins that are directing localised epigenetic changes.In scEpiTarget I will develop novel single-cell methods to identify the key factors that determine cell-type specific PTHM deposition. I will use the identified regulators to re-target PTHMs and evaluate their impact on cell fate decisions in state-of-the-art cell differentiation systems.Recently, I made a technological breakthrough by developing a method that allows the simultaneous measurement of histone modifications and total RNA in single cells. Together with my background in genetic screening and chromatin biology, this will enable me to reach scEpiTargets objectives. The proposed techniques are transferable to study any protein:DNA interaction, making them highly valuable for the research community.Epigenetic pathways are essential for multi-cellular life from the beginning of embryonic development, until their mis-regulation
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 'Minimally invasive neurostimulation device' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

In response to the increasing societal need for better and more efficient healthcare, Philips, Europe's largest electronics company, is strategically positioning itself into healthcare technology. We are leading already in diagnostic equipment and we aim to extend our business activities into all domains of the healthcare cycle: diagnosis, cure, rehabilitation, and prevention. As part of this effort, Philips wants to offer innovative therapeutic technology to people suffering from brain diseases. The MIND Transfer of Knowledge project is centred on deep brain stimulation (DBS), a technique in which the delivery of mild electrical pulses from an implanted pacemaker to a probe with electrodes in the brain tissue is used to treat symptoms of a variety of brain diseases like Parkinson's, epilepsy, and depression. The MIND Transfer of Knowledge project will support the development of a highly miniaturised DBS device providing personalisable treatment.Although the competences in the field of electronics and device technology needed to develop this technology are present in Philips Research, to fully reach our goals, we need to develop also new capabilities and knowledge in fields that traditionally are not covered by us like biomedical engineering, and medicine. We have already established a pan-European collaborative network of leading clinicians to deal with the medical aspects, but the biomedical engineering capabilities are still lacking in our efforts. The objective of MIND is to quickly establish at Philips Research this know-how that we miss for the research of innovative DBS technology. Three key research areas for knowledge transfer have been identified: neuro-electronic interface, targeted stimulation models, and DBS probe fabrication.
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 'Fluctuations in continuum and conservative stochastic partial differential equations' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Fluctuations are ubiquitous in real world contexts and in key technological challenges, ranging from thermal fluctuations in physical systems, to algorithmic stochasticity in machine learning, to fluctuations caused by small-scale weather patterns in climate dynamics. At the same time, such complex systems are subject to an abundance of influences, and depend on a large variety of parameters and interactions. A systematic understanding of the interplay of stochasticity and complex dynamical behavior aims at unveiling universal properties, irrespectively of the many details of the concrete systems at hand. Its development relies on the derivation and analysis of universal concepts for their scaling limits, capturing not only their average behavior, but also their fluctuations.We propose to analyze the class of conservative stochastic partial differential equations (SPDE) as such a universal fluctuating continuum model, and unveil its mathematical analysis as a fruitful field for the discovery of new mathematical structures and methods. The key challenges targeted in this proposal are: (1) Well-posedness of singular conservative SPDEs (2) Singular limits for supercritical conservative SPDEs (3) Stochastic dynamics for conservative SPDEs.We aim to approach these challenges by a novel combination of recent scientific breakthroughs in the fields of strongly nonlinear, conservative SPDEs and singular SPDEs. We thereby intend to advance the highly active and productive field of (singular) SPDEs, which has inspired striking mathematical progress in the last decade.The analysis of conservative SPDEs conjoins several contemporary fields of analysis and probability: Singular SPDEs, nonlinear PDEs, kinetic theory, supercriticality, and stochastic dynamical systems. We are, therefor
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 'MAPPING THE SKIN-IMMUNE INTERACTIONS OF NOVEL 2D MATERIALS: MXENES' in the context of a Horizon 2020 call.

assistant: **Objectives**

Two-dimensional (2D) transition metal carbides/carbonitrides (MXenes), discovered by the outgoing phase Supervisor, Yury Gogotsi (H-index = 160), at Drexel University (USA), have stepped into the limelight of 2D materials (2DMs). Within the SEE project, the Fellow, Dr. Laura Fusco, will learn to produce and characterize MXenes from the most recognized leader in the field. SEE will provide a thorough evaluation of the skin impact and possible immunomodulation of a wide variety of MXenes. No study has investigated at the same time and on a large scale these key aspects for MXene safety and effective use as bioelectronics or biomedical tools applied to the skin. The outstanding peculiar scientific expertise of the Fellow, relying on the characterization of 2DM effects at the skin level depending on their physicochemical properties, will be essential to achieve the project goals. The European Fellow Supervisors, Bengt Fadeel and Lucia G. Delogu, among the most influential scientists in the field of nano-immunology and toxicology, will contribute to the Fellow training by employing the most cutting edge high-dimensional technologies at the single-cell level (e.g., CyTOF, Rhapsody and Hyperion) and pioneering cell-cell analysis systems (e.g. LIPSTIC approach) in this context. The Fellow will also explore the commercial applicability of her results during a secondment at the revolutionist biotech company Fluidigm Corporation. Within SEE, the Fellow will introduce her own novel concept of “Nano-SkinImmunity-by-design”, where the analysis of the cutaneous effects when designing MXenes (and 2DMs) will not only be relevant for their safety, but will also turn them into active tools for cutaneous applications endowed of immune properties, tailorable adjusting their physicochemical
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 'Support Engineering in singLe-atoM cAtalysts for light-driven C-X coupling processes' to be submitted under Horizon Europe.

assistant: **Abstract**

Despite the unprecedented development in the field of single-atom catalysts, these materials still suffer from major challenges, including, among others, the difficulty of reaching high loadings of catalytically-active metals in atomically dispersed form. To solve this issue, the choice of an appropriate support is critical, as this strategy can effectively modulate the metal-support interaction.In this MSCA project, I aim to design a novel family of single-atom catalysts (SACs) based on modified carbon nitride supports to overcome challenges related to metal immobilization and stabilization in single-atom catalysts. This will be accomplished by engineering carbon nitride materials with altered C/N stoichiometry ratios. The catalytic potential of the developed SACs will be evaluated in photocatalytic C-X coupling reactions (where X = O or N) under visible-light conditions, an important reaction for the production of value-added chemicals. The exploitation of in situ/operando characterization methods will allow us to gain a more in-depth understanding of the structural properties and evolution of reaction active sites under working conditions.This MSCA will open new scientific avenues in the field of sustainable single-atom catalysis. The interdisciplinary nature of this MSCA project will also equip me with a diverse array of scientific and soft skills, including project management, leadership through mentoring, networking via collaborations with academia and industries, adaptability in research, and more. These skills will enrich my research competencies and contribute significantly to my career growth as a researcher.


**Keywords:** single-atom catalysis,  heterogeneous catalysis,  flow chemistry
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 'Development of an innovative Mini Helicon Thruster (MHT) thruster suitable for small satellites' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

This work presents a phase 1 proposal on the development of an innovative propulsion system specifically studied and developed for mini and micro platform. The mini helicon thruster proposed is the outcome of more than ten years of a research started at University of Padua and continued within Technology for propulsion and innovation. The technology has been proven on a relevant environment with thrust measurements showing performances within the target range of mini and micro platforms. After a wide overview of competitors and market perspective it has been realized that this technology may have a disruptive impact on the future space market of small satellites. In this proposal a refinement of the business plan is proposed through the following key activities:  better identification of market requirements by detailed contact with potential customer, deeper evaluation of competitors’ strength cross checking their performances with customer needs, identification of supply chain, definition of development plan, suppliers, industrialization plan, risk assessment and contingency plan, development of market plan and IP protection strategy.