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 the novelty, innovation potential and advance beyond the state of the art for 'Euroscience Open Forum 2010' (ESOF2010).

assistant: **Innovation**

Created by Euroscience, ESOF – Euroscience Open Forum – is the biennial pan-European meeting dedicated to scientific research and innovation. At ESOF meetings leading scientists, researchers, young researchers, business people, entrepreneurs and innovators, policy makers, science and technology communicators and the general public from all over the world discuss new discoveries and debate the direction that research is taking in the sciences, humanities and social sciences. ESOF is unique in that it is both international and multidisciplinary. ESOF therefore presents and discusses the frontiers of scientific and technological research in Europe, contributes to the development of a European Scientific Identity together with bridging the gap between science and society and stimulates policies to support scientific research. ESOF aims to: (i) Present cutting-edge scientific and technological developments in all scientific areas from natural sciences to the social sciences and the humanities; (ii) Stimulate the European public’s engagement with science and technology; (iii) Foster a European dialogue on science and technology, society and policy by offering a platform for cross-disciplinary interaction and communication between the public, politicians, policy makers, industry, the media and scientists; (iv) Provide a valuable resource, including careers advice, for young scientists. Unlike other scientific conferences, ESOF’s Scientific Programme is multidisciplinary and is complemented by three other programmes. These are the Career Programme which is geared specifically towards young European researchers, the Science to Business Programme which addresses in particular business people and potential entrepreneurs and the Science in the City Programme which hosts events with
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 'IRB DoctoRal fEllowship ProgrAMme: attracting international talent (IRB_DREAM)' to be submitted under Horizon 2020.

assistant: **Abstract**

IRB Barcelona is a world-class research centre conducting multidisciplinary research of excellence at the unique interface between biology, chemistry and medicine and devoted to understanding fundamental questions about human health and disease. One of the main missions of the Institute is to provide young life scientists with the opportunity to train and conduct research in a unique and multidisciplinary scientific environment. IRB_DREAM is an innovative initiative that will offer 10 four-year fellowships in two separate calls to young and talented researchers to undertake their PhD theses in one of the 27 laboratories at IRB Barcelona. IRB_DREAM seeks to revamp IRB Barcelonas current PhD Programme by adding an innovative dimension, namely the customization of both the training offer and career development, to its already recognised excellence in research. To implement this enhanced training approach, IRB_DREAM not only counts on a unique training offer carefully designed to promote the 3i aspect but it particularly fosters much valued secondments and other initiatives aimed at enhancing the impact of the results and the career prospects of candidates beyond academia. In this regard, the objectives of IRB_DREAM are fully aligned with IRB Barcelonas mid-term strategic objectives: to enhance the international visibility of the Institute, to boost translational research by devoting resources to new collaborations with hospitals, and to continue promoting knowledge and new technology transfer to the industrial sector. Fellows will be selected through an independent committee of experts, thereby ensuring transparency and equal treatment of all applications. All of IRB Barcelonas research programmes will be open to applications from IRB_DREAM fellows. The IRB_DREAM programme
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 'An in-memory dataflow accelerator for deep learning' (MEMFLUX) under Horizon 2020.

assistant: **Objectives**

Deep neural networks (DNNs), loosely inspired by biological neural networks, consist of parallel processing units called neurons interconnected by plastic synapses. By tuning the weights of these interconnections, these networks are able to perform certain cognitive tasks remarkably well. DNNs are being deployed all the way from cloud data centers to edge servers and even end devices and is projected to be a tens of billion Euro-market just for semiconductor companies in the next few years. There is a significant effort towards the design of custom ASICs based on reduced precision arithmetic and highly optimized dataflow. However, one of the primary reasons for the inefficiency, namely the need to shuttle millions of synaptic weight values between the memory and processing units, remains unaddressed. In-memory computing is an emerging computing paradigm that addresses this challenge of processor-memory dichotomy. For example, a computational memory unit with resistive memory (memristive) devices organized in a crossbar configuration is capable of performing matrix-vector multiply operations in place by exploiting the Kirchhoff’s circuits laws. Moreover, the computational time complexity reduces to O(1). The goal of this project is to prototype such an in-memory computing accelerator for ultra-low latency, ultra-low power DNN inference.


**Keywords:** Deep learning, AI, In-memory computing, Phase-change memory
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 'Neural basis of morphological processing in visual word recognition' (2002-2006) targeting Sixth Framework.

assistant: **Abstract**

The ability to speak and understand language is one of humans¿ most complex faculties. It is made possible by the coordinated operation of multiple brain regions with diverse cognitive functions. Central to language processing is the mental lexicon: a store of the spoken and written forms of words and their meanings. Understanding the function and organisation of the mental lexicon has been an important focus for research in linguistics, psychology and cognitive neuroscience, but despite considerable effort s and the recent developments in brain imaging, fundamental questions concerning how words are stored in the brain remain unanswered.Part of our ignorance is due to existing research using functional magnetic resonance imaging (fMRI) having focused on the 15% of words that are composed of a single unit. We propose two combined behavioural and fMRI experiments, which will assess the neural underpinnings of the single- and dual-route theories that are current in the cognitive literature on the recognition of complex words. We will identify specific neural processes associated with an additional processing load placed on systems involved in word recognition by manipulations of lexicality (words vs. non-words), morphological complexity (mono- vs. polymorphemic items), and root ambiguity (single-meaning vs. ambiguous roots).These studies will provide a critical test of whether decomposed processing of complex words is functionally- and anatomically-separate from processes that interpret complex words as whole form s, as predicted by dual-route accounts of morphologically processing. This project requires a combination of the applicant's expertise in linguistics and cognitive psychology with the expertise of the host institution in fMRI research. The collaboration will pro
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 'Collaborative cApacity Programme on Its Training-educAtion and Liaison' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The aim of the project is to build a collaborative capacity community and deployment programme to support public and private stakeholders in the implementation of ITS (C-ITS) with training and educational resources which enable knowledge transfer about the benefits and deployment of ITS. The project will assist public and private stakeholders in developing their knowledge, skills, and abilities to build technical, business and policy making proficiency of ITS deployment while furthering their career paths.


**Keywords:** ITS deployment, communities, business models, education and trainings
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 'INTEGRATION OF THERMIC SHIELD AND PHOTOVOLTAIC SYSTEMS FOR SUPERSTORE BUILDINGS' under Fourth Framework.

assistant: **Concept**

Demonstrate the integration of thermic shield and PV solar systems. Optimization study useful to develop multifunctional facade elements which provide good comfort conditions for public open spaces. Demonstrate the integration of panels providing both active and passive solar technologies. The innovative elements are the integration of the PV, passive and active solar technologies in one element. Also transparent insulation will be integrated.The sport centre, including a swimming pool, will be built in San José in the island of Ibiza.The thermical system is characterized because the walls that wraps the building are receivers or transmitters depending on the season and the building necessities. The solar used receivers permit the simultaneous circulation of the air (which will heat or cool those zones which need it) and a fluid which will allow to pass through the visible radiation but not the infrared radiation, in such a way that it will carry out the mission as a thermical shield. The calorific excess will be used to produce the necessary D.H.W. (Domestic hot water).On the other hand, the Photovoltaic supply system will consist of : - photovoltaic generation system made up of 560 panels creating a total peak power of 27,720 W.- Storage system consisting of 220 lead/acid element of 2 volts and 800 Ah with a capacity for hours.- Regulation and control system (for connecting/disconnecting the battery change).- System for adapting energy to consumption (inverter-converter of 25 kW at 380 V; 50 Hz, with a yield of over 90%)- System for energy distribution.Because of the photoclimatic conditions in Ibiza, 2024 hours peak/year can be expected which will enable 42920 kWh/y to be generated, that is, 40,5 TOE will be produced over a period of fifteen years.The main innovative
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 'Pericyte-derived tumor stroma – a target for cancer therapy' in the context of a Horizon 2020 call.

assistant: **Objectives**

Cancer is a devastating diagnosis since treatments to prevent a lethal outcome are limited. Tumor constitutes a complex tissue consisting of malignant cells and stromal cells. Emerging studies have shown the importance of stroma in tumor growth, invasion, and metastasis highlighting its potential as an attractive target for cancer therapy. However, the source of tumor stroma generating cells remains elusive. Generation of connective tissue is a general feature of scarring and fibrosis. While scarring is part of the wound healing response, fibrosis represents a failure to terminate tissue repair. In this context, tumors can be considered as “wounds that do not heal”. While studying spinal cord injury-induced scarring, a subpopulation of perivascular cells, type A pericytes, has been shown to be a major source of the stromal scar. Type A pericytes are embedded in the vascular wall but proliferate and leave blood vessels upon injury, differentiating into fibroblast-like cells that deposit extracellular matrix and form the stromal scar. Here, I propose to determine whether type A pericytes are a source of tumor stroma and whether blocking type A pericyte-derived stroma formation can impede cancer progression. Single cell studies to determine pericyte heterogeneity within malignant and non-malignant tissue will be performed. This characterization of heterogeneity is important to distinguish stroma-forming pericytes from the non-forming ones and from tumor cell-derived pericytes as described in Glioblastoma multiforme (GBM). Furthermore, by using combinations of pericyte reporter mice with genetic tools to manipulate pathways regulating cell proliferation and recruitment within specific pericyte subpopulations, I aim to investigate underlying mechanisms mediating pericyte-der
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 'EEN Armenia H2020: EEN Armenia assists SMEs involved in Horizon 2020' (2014-2020) under Horizon 2020.

assistant: **Objectives**

The lack of knowledge, skills or ability to manage innovation processes is still an issue for Armenian SMEs. The biggest EU Research and Innovation programme, the Horizon 2020 will give an opportunity to Armenian SMEs, those capable for growth and internationalization, to enhance their capacity to manage innovation process and will facilitate their cooperation with R&D partners and other relevant partners from EU countries.The overall objective of the Project is the establishment of services within EEN Armenia to enhance the innovation capacity of SMEs with real potential for international growth.EEN Armenia H2020 Project proposes the following specific objectives, based on its Implementation Strategy:•To develop a viable network of 4 innovation experts, of which 2 Key Account Managers from the staff of NAS RA, able to deliver innovation services proposed by H2020, namely “Key account management (KAM) services under SME Instrument of Horizon 2020” and “Services to enhance the innovation management capacities of SMEs” in Armenia. •To deliver KAM services for 2 SMEs benefiting of SMEs Instrument under H2020, and support it receiving the most appropriate services which will enhance the probability of a successful exploitation of their financed innovation projects, over the first two SMEs Instrument phases, while posting them for further EEN services not covered financially by H2020, for phase 3.•To deliver services to enhance the innovation management capacities of SMEs with potential for international growth, for 8 SMEs, both identified under a thorough analysis of the EEN Armenia innovative businesses, and among the unfinanced successful SMEs under the SMEs Instrument.•To support EEN Armenia activities of educating, training, stimulating and supporting SMEs in taking inn
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 'LERU-Kids-University' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

LERU is the abbreviation for League of European Research Universities". The overall objective of LERU is to develop joint strategies for the future and communicate them to specific policy-makers or the broader public. The aim of the "LERU-Kids-University" science week is to promote public understanding of research and science.The target group is made up of children aged 10 to 12 years and (indirectly) their parents. Fascination with science begins with curiosity, generating such questions as:'What makes robots clever?", "Why do we speak of 'thin' air?" or "Why don't the stars fall out of the sky ?" At least 1000 children at each of the 10 participating universities in 8 EU countries and Switzerland will experience exciting experiments and lectures on physics (in its broadest sense) during the Science Week. These will demonstrate the impact of science/physics on everyday life.The active presence of female scientists as key members of the project is designed to show that the natural sciences are, of course, equally accessible for women. In collaboration with media partners these messages will also be communicated to a broad public audience. The European context of the LERU-Kids-University will be presented in an exhibition. Each partner will be introduced in a poster, ensuring that the background of the science week becomes comprehensible. The exhibition will be accompanied by short films about the participating universities. The registration of thousands of children for the different events will be supported by a database.A Final Event including selected experiments and lectures will take place in Brussels one week after the specific LERU-Kids-Universities have taken place.The message of the Kids-University will be: Universities are partners in lifelong learning and this
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 'AdvancementS in Social Economy through Technological Solutions' under Horizon Europe.

assistant: **Concept**

The Social Economy (SE) sector constitutes over 10% of all EU enterprises, sustaining around 13.6 million job positions. Despite its significant role, Social Economy Organizations (SEOs) face substantial policy and legal challenges, including funding shortfalls and difficulties in scaling, underscoring the need for thorough investigation. While often acknowledged as innovative contributors to social inclusion, some criticize them for allegedly advancing a neoliberal agenda. Controversies persist, primarily due to challenges in measuring the social impact of SEOs and discerning their outcomes compared to mainstream social inclusion providers. To delve into this discussion, there is a pressing need to enhance evaluation tools for measuring the impact of SE on social inclusion. Although various approaches exist, they are primarily linked to improved accountability and external evaluation guidelines, commonly overlooking local needs and specificities. Concurrently, transnational reports indicate that SE employees, on average, receive lower compensation, experience more precarious jobs, and face informal working conditions. Therefore, there is an urgent need to broaden the scope of social impact assessment beyond service beneficiaries, incorporating the impact on SE employees. In this context, technological advancements hold the potential to support SE progression, with platform cooperatives emerging as influential contributors committed to citizen involvement and improving members' working conditions through collaborative governance. Against these backdrops, ASSETS employs a four-step strategy to explore SE's impact on social inclusion, quality job provision, and sustainability: conducting research and case studies spanning regions both within and outside the European Union
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 'Advancing holistic understanding of community RESILIence and heritAGE drivers through community-based methodologies' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

RESILIAGE’s mission is to provide novel knowledge and impactful solutions for exploiting Europe´s hidden and unused resource: community resilience. RESILIAGE will enable a step-change in Disaster Risk Management and in the way research and practice deal with variation in aspects of society like culture, risk awareness, inclusion, socio-economic and geographical conditions by co-creating resilient communities through digital tools and soft solutions consolidated in a holistic and systemic approach. RESILIAGE aims to improve understanding of the behaviour and psychological reactions of diverse society groups affected by a natural and man-made disaster and enhance community resilience. Indeed, with the proactive and participatory involvement of all the relevant stakeholders and end users, RESILIAGE will co-shape and develop a set of digital tools and soft solutions to support first responders and public authorities, empower citizens, share more accurate and accessible information prior, during and after a natural and man-made disaster or crisis situation. These will be integrated in a digital platform, the Resource Ecosystem for Community Resilience, and validated through a holistic systemic Disaster Risk Management and multi-hazards approach in five Community Resilience labs and their networks. Results and lessons learned will provide guidelines and policy recommendations to enhance preparedness plans, SENDAI framework and strategies for Climate Change Adaptation.


**Keywords:** Large-scale exercises, Cultural aspects, Data-driven platform