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 the concept and methodology overview for 'Neural Gradient Evaluation through Nanodevice Dynamics' under Horizon 2020.

assistant: **Concept**

The Grenadyn project will demonstrate that assemblies of imperfect, dynamical nanodevices can self-learn through physical principles, like biological neurons and synapses do, with performance comparable to the best artificial intelligence (AI) algorithms. For this, Grenadyns networks will minimize their effective energy together with the recognition error when learning. The starting point of Grenadyn is an algorithm called Equilibrium Propagation, developed by AI pioneer Yoshua Bengio, that takes its roots in physics. We will assemble memristive as well as spintronic nanocomponents in neural networks that perform pattern recognition through Equilibrium Propagation. We will show that these dynamical networks learn by nudging their outputs towards the desired solution through a spring-like force, and letting nano-synapses and neurons reorganize themselves towards equilibrium. We will show that they can also learn directly from the data, without supervision. We will induce a high resilience to imperfections in these networks through self-adaptation and digitization. We will demonstrate by experiments and simulations that our physical neural networks made of variable elements compute with an accuracy similar to software neural networks trained with backpropagation. We will produce a chip integrating nanosynaptic devices on CMOS and achieve state-of-the-art recognition rates on AI image benchmarks. We will enhance the network functionalities by leveraging their dynamical properties through synchronization and time-delayed feedback. Finally, we extend Grenadyns in-materio self-learning to any assembly of coupled dynamical nanodevices, providing novel horizons for multifunctional materials and devices. Grenadyns scientific advances in condensed-matter physics, non-linear dynam
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 'Multilingualism or Relative Engagement (MoRE): Neurocognitive Outcomes Beyond Bilingualism' in the context of a Horizon Europe call.

assistant: **Objectives**

This project aims to elucidate whether and how true multilingualism would induce different neurocognitive adaptations from bilingualism. While it may be intuitive to think that managing more than two languages would result in further and/or distinct adaptations, limited available research on multilingualism suggests that any deviation from the bilingual adaptation trajectory may be due to differences in processing and control demands. It is unclear if multilingualism inherently leads to distinct neurocognitive adaptations, or whether differences between bilingual and multilingual engagement only emerge when the control demands on the relevant cognitive mechanisms required in specific cases of multilingualism surpass those of bilingualism. Furthermore, existing research on the neurocognitive effects of multilingualism is scarce and often conflates bilingual and multilingual participants and/or overlooks the effects of engagement. MoRE addresses this gap by comparing three groups of bilingual and multilingual individuals with varying degrees of language engagement, serving as proxies for different control demands. Employing a multifaceted approach, MoRE will incorporate a comprehensive language background questionnaire and combine cognitive behavioural tasks with electroencephalography (EEG) recording. The use of EEG methods to explore multilingualism-induced neurocognitive adaptations remains relatively understudied, positioning MoRE among trending work in the field in demonstrating how cognitive mechanisms calibrate to meet the demands involved in managing more than two languages. MoRE thus seeks to underscore the importance of considering variability in multilingual engagement in brain and cognition studies, and guide stakeholders in facilitating greater diversity and
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 'Social learning in Multimedia' (1994-1998).

assistant: **Innovation**

The project will examine the social shaping processes, and in particular social learning, in the development and uptake of new multimedia products and services. (Social learning covers the related learning processes of the suppliers' representations of the users and the users' efforts to incorporate the products into their particular context). It aims at a better conceptual and empirical understanding of these processes, as well as policy implications. It will examine these processes in four applications or sectors: education, cultural products/industries, commerce/shopping, and public services. Integrating cross-cutting studies covering the organization and the home will also be undertaken. National and international aspects will also be considered. Social experiments and commercial trials will be studied in the countries covered.Policy implications to be addressed are (i) the innovation process and social learning in multimedia, (ii) policy in the individual research themes (e.g. education, cultural industries, needs of small countries and language groups), (iii) the implications of social shaping research in general. Interim reports will be produced at Month 6, 12, 18, 24, 30 followed by the final report at Month 36
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 Europe proposal on 'Holistic Efficient Arrhythmic Risk Twinning for Post-MI Stratification'.

assistant: **Innovation**

Myocardial infarction (MI) leads to permanent myocardial scarring, significantly increasing the risk of sudden cardiac death (SCD) due to ventricular arrhythmias (VAs). Current risk stratification methods using ejection fraction (EF) are inadequate, as many SCDs occur in patients with preserved EF, and many implanted defibrillators remain unused. Physics-based mechanistic cardiac digital twins (CDTs) can predict VA risk stratification (VARS). CDTs are computational models that integrate multimodal clinical data, such as MRI and CT, to predict VA risk by simulating cardiac properties like myocardial conduction speeds and activation sites, which cannot be easily measured with standard diagnostics.The HEART-TWIN (Holistic Efficient Arrhythmic Risk Twinning for Post-MI Stratification) project aims to develop, validate, and apply efficient CDT strategies for post-MI arrhythmic risk prediction using non-invasive clinical data. The project is structured around three main research objectives (ROs). RO1 will focus on characterising the largest multimodal dataset (~500 post-MI patients) using ECG and MRI data, enabling the creation of robust clinical phenotypes and providing data for CDT development. RO2 will develop an open-source CDT framework validated through verification and validation with uncertainty quantification (VVUQ). Efficient electrophysiology models, such as the pseudo-diffusion reaction-Eikonal model, will be used to simulate ECGs and enhance the accuracy of VA risk predictions. RO3 aims to link CDT simulations with clinical outcomes to achieve deep phenotyping of post-MI patients. By leveraging these data, the project will enable AI-driven discovery of phenotypic subgroups and improve VARS through personalised, mechanistic insights.HEART-TWIN will produce the mos
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 '6G Terahertz Communications for Future Heterogeneous Wireless Network' to be submitted under Horizon Europe.

assistant: **Abstract**

With the fast development of electronic devices and computing technologies, various emerging applications (e.g., big data analysis, artificial intelligence and 3-dimensional (3D) media, Internet of things, etc.) have been entering our society with significant amounts of data traffic. While mobile networks are already indispensable to our society for “anywhere anytime connection,” one main characteristic of future mobile networks (i.e., B5G: Beyond 5G) is the very huge amount of data, which requires very high throughput per devices (multiple Gbps, up to Tera bps: Tbps) and multiple Tbps per area efficiency (Tbps/km2). Though some disrupting 5G technologies may provide a few Gbps service, it is still not able to achieve hundreds of Gbps or Tbps rates. In the near future, the peak rate of mobile communication networks is expected to reach hundreds of Gbps or even Tbps rates, which requires either very high spectrum efficiency (e.g., much higher than 10 bits/s/Hz) in millimetre wave bands or very large bandwidth (e.g., more than 20GHz) . While the former is very challenging, the latter can be achieved in THz bands (roughly, 100GHz to 10THz). The design of ubiquitous access with very high rates in mobile and heterogeneous network (HetNet) environments is the key to the development of future mobile networks, and so the objective of this collaborative 6G-TERAFIT is to create a knowledge transfer between the researchers and the engineers who will contribute to the design and implementation of future B5G ultra-fast networks and create the pedestal for them to become potential leaders in the resulting scientific, technological, and industrial fields.This project is committed to creating an “excellent” educational training platform that is multi-disciplinary and inter-sectoral in
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 'PERCEPTION AND ACTION IN SPACE' to be submitted under Sixth Framework.

assistant: **Abstract**

Perception and Action in Space (PERACT) The proposed Research Training Project focuses on the production of adaptive spatial behaviour based on the interplay of perception, central information processing, memory, learning, and motor action. The processing stream from perception to action will be studied on various levels. By quantitative measurements of behaviour of freely moving humans and animals, as well as by synthesizing navigation and grasping with bio mimetic robots, we will address the overall performance. On a finer level, sensory contributions are investigated using psychophysical techniques, e.g. by varying the available sensory information, as well as by tracking movements of the eyes. Neural mechanisms are studied by quantifying the behavioural deficits resulting from brain damage in patients (occipital and parietal lobes) or from experimental cooling of parts of the parietal lobe in monkeys. Single cell electro physiology and functional brain imaging will be used to investigate neural mechanisms in the normal brain. Finally, statistical learning theory will be employed to study learning of sensor motor coordination and recovery after brain damage. Understanding of behaviour in an action-perception context has strong consequences for neuropsychological diagnosis, neuron-prosthetics, man-machine interfaces, and bio mimetic robotics. Early stage researchers will receive training in up-to-date methods in cognitive and computational neurosciences provided by the participating labs. In addition, the Tubing Graduate School for Neural and Behavioural Sciences, which offers a comprehensive Master and PhD program in English language, will be open to the fellows. Additional training includes a two-weekly seminar series, a retreat (summer school), and a series of one
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 'HERAIA – mapping the dynamics of inclusion and exclusion of people with non-normative gender identities, expressions, and sex characteristics in sports and physical exercise' (HERAIA) under Horizon Europe.

assistant: **Objectives**

The evolution of female participation in sports has been marked by significant milestones and challenges. In 2024, Paris hosted the first “gender equal” Olympic Games. This milestone indicates progress towards gender equality in sports at the highest levels, however, it occurs within cis-binary conceptions of gender, with trans and intersex women still facing considerable obstacles. Through an intersectional and interdisciplinary lens, HERAIA maps and analyses the decreasing rights of individuals with diverse gender identities, expressions and sex characteristics (GIESC), with special attention to trans and intersex athletes. HERAIA pursues four objectives: 1) exploring the evolution of gender policies in sports through policy analysis and archival research; 2) examining how GIESC-diverse individuals experience access to competitive and recreational sports through surveys and in-depth biographical interviews; 3) identifying the needs of sports club personnel for including GIESC-diverse athletes through semi-structured interviews; 4) developing a Handbook of Best Practices to enhance inclusivity in sports by applying Olympic values and principles such as fairness, respect, and equality. Through collaboration with international LGBTQI+ networks and direct dissemination to trans and intersex athletes, HERAIA ensures that findings inform both policy and lived realities. By achieving these goals, the project will contribute to understanding the challenges faced by GIESC-diverse people and promote solutions for their inclusion, ensuring that sports remain a platform accessible for all.


**Keywords:** sports, diversity, inclusion, gender eligibility, gender identity, gender expression, sex characteristics, transgender,intersex, biographic narrative interpretive method.
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 Europe proposal on 'Brain clearance during sleep by cerebrovascular pulsations  - a new approach to dementia prevention'.

assistant: **Innovation**

Dementia affects 8 million people in the EU, with cases projected to reach 14 million by 2050 due to an ageing population. It is the final stage of neurodegenerative diseases—Alzheimer’s disease being the most prevalent—marked by a total loss of autonomy with severe cognitive and physical decline. With no cure available, dementia places a growing strain on society underscoring the urgent need for prevention strategies.Recent findings highlight that cerebrovascular pulsations during sleep enhance brain clearance of neurotoxic proteins—key contributors to these diseases. These pulsations are promising targets for prevention as they can be non-invasively measured and modulated through neurostimulation. However, the mechanisms driving this brain clearance process remain unclear, posing a major obstacle to the development of effective strategies.To address this challenge, BrainSomnia will develop advanced multi-scale computational models to study the mechanical aspects of brain clearance. These models will be based on a novel theory of solute transport in deformable porous media, validated through experiments in brain-mimicking hydrogels. By integrating these models with in-vivo data of cerebrovascular dynamics during sleep, BrainSomnia aims to: 1) understand how vascular pulsations drive solute transport; 2) link these pulsations to brain clearance and Alzheimer’s disease progression; 3) identify patterns that optimize brain clearance; and 4) propose a clinical pipeline for dementia risk assessment and therapy.Through its transdisciplinary approach, BrainSomnia introduces a paradigm shift in dementia prevention by including a mechanical pathway alongside standard biochemical approaches. The impacts will improve risk detection and guide revolutionary therapeutic intervention
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 'Blue light remote analgesia with K+ channels' (BREAK).

assistant: **Concept**

Chronic pain (CP) is a medical condition affecting around 20% of adults in Europe, characterised by an abnormal duration of pain (> 12 weeks) originally initiated by a trauma or illness. Despite significant progress, CP remains extremely hard to treat, with only one-third to two-thirds of patients reporting adequate some pain relief. This situation is even worse for neuropathic pain (NP), a specific class of CP affecting 8% of global population and whose origin mostly depend on peripheral or central nervous damage or disorder, which leads the brain to interpret as pain normally non painful stimuli. NP is difficult to treat due to the large number of entities involved (cells, genes and proteins working in synergy), which makes it hard to rapidly diagnose the exact cause of pain.  Drugs targeting the central nervous system (e.g. antidepressants and opioids) provide only partial pain relief and are nonspecific, also causing side effects like addiction, and nausea, thus restraining their adoption for prolonged treatments.BREAK is the first non-invasive inhibitory optogenetic tool specifically designed for NP treatment, with potential application to the whole spectrum of CP. BREAK is composed of a drug and an optical device. The protein BLINK2 is injected in the painful area using a genetically engineered virus, and respond to a specific blue light by silencing the addressed neuron. The lamp can be kept at some distance (cm) from the skin and no implant is required. Just some minutes of treatment results in hours of pain relief, making the invasiveness of BREAK far lower than actually existing solution. A first version of BREAK has already demonstrated in in-vivo experiments on rats. During this project we plan to further develop the treatment and explore its commercial pote
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Smart Phone for Disease Detection from Exhaled Breath' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Screening for early detection of a disease is required to reveal groups of individuals from the general population in whom the likelihood of the disease is increased and who could benefit from further medical evaluation. The ideal screening test is high-accuracy, low-cost, non-invasive, easily repeatable, effortlessly operated by a lay-person and has minimal impact on the person’s daily activities.. In the SNIFFPHONE project, we aim to tackle these requirements by integrating heterogeneous micro- and nano-technologies into autonomous smart system that can be attached to a mobile phone and analyze disease markers from exhaled breath. In this approach, an interaction between breath sample and a miniaturized array of highly sensitive nanomaterial-based chemical sensors is recorded, stored and pre-processed by integrated miniature on-chip microfluidics and electronics, and then the relevant electrical signals are transferred wirelessly via the mobile phone’s internet to an external server. Statistical pattern recognition methods are then applied on the received data and a clinical report including the screening results is sent back to the designated receiver (e.g., specialist, family doctor) in case of positive result is revealed. SNIFFPHONE represents a new concept addressing major societal challenges in health and well-being of the general population, while taking into account constituent ethical and security aspects. The SNIFFPHONE end-product will integrate functionalities that are relevant to the health screening applications with decreased size (x30-40), decreased costs (x150), increased predictive and cognitive functions and full autonomy with energy management as well as with operation/use management. Besides the R&D and clinical units, the SNIFFPHONE project will i