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 clear, measurable objectives and define the scope for the project 'Development of full lignin based organic redox flow battery suitable to work in warm environments and heavy multicycle uses.' (BALIHT) under Horizon 2020.

assistant: **Objectives**

Redox flow batteries (RFBs) are designed to work up temperature of 40ºC, however, discharging the battery generates heat. A cooling system is required to avoid electrolyte degradation or battery malfunction. Cooling requires energy and reduces the battery global efficiency. Moreover, higher temperatures have advantages: low electrolyte viscosity (less pump energy), better electrolyte diffusion in electrode & increase battery power due to increase electron mobility.BALIHT project aims to develop a new organic redox flow battery suitable to work up to temperatures of 80ºC, with a self-life similar than current organic ones, but with an energy efficiency 20% higher than current RFB since cooling system is not required, less pump energy & high power. Redox-active organic molecules with promising prospect in the application of RFBs, benefited from their low cost, vast abundance, and high tunability of both potential and solubility. These organic molecules are more soluble in water, which allows more concentrated electrolyte and increased battery capacity.CMBlu has developed an organic redox flow battery technology that use electrolytes from lignin, thin non-fluorinated membrane, carbon-based electrodes and plastic frames. Lignin is a renewable resource and the largest natural source of aromatic compounds from which efficient electrolytes can be produced.BALITH concept of organic RFB makes this technology suitable for many applications where the requirements for batteries are more challenging like:-Smoothing of non-dispatchable renewable power plants (like solar or wind)-Support for Ancillary services-High performance electric car recharge points-Improvement of grid flexibility and stability (at both transmission and distribution level).-Avoid cooling needs in RFB placed in w
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Seventh Framework proposal on 'On-chip memristive artificial nano-synapses and neural networks'.

assistant: **Innovation**

These last fifty years have seen Von Neumann computing architectures boom. Nevertheless, even the most powerful digital computers cannot rapidly solve apparently simple problems such as image interpretation. However, because its structure ismassively parallel and analog, the human brain is able to perform such tasks in a fraction of second. Neuromorphic circuits allow to go beyond conventional digital architectures. An on-chip implementation of these circuits requires to be able to fabricate nanometer sized, analog, reconfigurable, fast components. While the spiking neurons can easily be fabricated with classical CMOS technology, the synapse plasticity is challenging to achieve. In 1971 L. Chua has introduced a new circuit element, called memristor , a non-linear resistance which by definition includes a memory effect. Only last year, a team in Hewlett-Packard has for the first time proposed a device for synaptic applications showing memristive properties based on electromigration of oxygen vacancies in Titanium Oxide. The project NanoBrain aims first at developing alternative memristors based on different physical principles (spintronics and ferroelectricity), avoiding in particular the potential over-heating and fragility of the electromigration-based devices. The final goal of the project is to prove the efficiency of these new nano-synapses by integrating them into functional neural networks.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'EDCTP Association Second Africa Office Project'.

assistant: **Concept**

This proposal is submitted in response to the Global Health European and Developing Countries Clinical Trials Partnerhsip-3 (GH EDCTP3) Joint Undertaking (JU) call: “HORIZON-JU-EDCTP3-2025-05-AFRICA-01-IBA: Support for the Africa Office of the EDCTP Association”. It builds on the previous GH EDCTP3 grant awarded to the Africa Office (AO) under the call: “GH-EDCTP3-2022-02-02: Grant to identify beneficiary - Support for an Africa office”. The aim of this proposal is to provide support for the operation of the EDCTP Africa office (AO) to facilitate implementation of the Global Health EDCTP3 programme in sub-Saharan Africa (SSA).


**Keywords:** EDCTP Association
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 'Enhancing Protections through the Collective Auditing of Algorithmic Personalization' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

The structure of the current data ecosystem carries grave threats to individuals' privacy and autonomy, facilitates discrimination, promotes social fragmentation, and threatens our ability to govern ourselves. Many of these concerns stem specifically from algorithmic personalization---the practice of providing individuals with personalized opportunities, information, or experiences, on the basis of their personal data and on patterns learned from others' data. Despite the urgency of the algorithmic personalization problem, the mathematical toolkit for studying and auditing for problematic algorithmic personalization remains extremely limited---particularly if we wish to do so in a manner that provides formal privacy guarantees.The goal of this proposal is to tackle this important problem head-on by establishing the mathematical foundations needed to study algorithmic personalization and to collectively audit personalization systems while guaranteeing privacy to participants. Such tools could transform our collective ability to make the best possible use of our data while ensuring autonomy, privacy, and overall positive social impact.My vision focuses on three core objectives: (1) building new mathematical concepts and definitions allowing us to articulate, prioritize, and study personalization-based problems, (2) addressing the key algorithmic challenges of privacy-preserving auditing of personalization systems, and (3) integrating deep understanding of the broader legal and ethical context into our approach. For each of these components, the proposal maps out a concrete research strategy, including preliminary steps that indicate the feasibility of this groundbreaking project.


**Keywords:** algorithmic fairness, differential privacy, algorithms and policy
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 the 'Objectives and Scope' section of a Horizon Europe proposal for the project 'LIfestyle-Genotype Holistic inTeractions on mortality'.

assistant: **Objectives**

The LIGHT project (“LIfestyle-Genotype Holistic inTeractions on mortality”) investigates the interactions between polygenic risk scores (PRSs) and key lifestyle factors—physical activity, smoking, alcohol use, and diet quality—on all-cause mortality in a Southern European population, aiming to improve personalized health recommendations. The project will leverage data from the CORDELIA meta-cohort, encompassing 196,632 participants with up to 30 years of follow-up, to calculate PRSs based on the latest genome-wide association studies (GWAS) and harmonize lifestyle variables across cohorts. The main objectives are: 1) Calculate all PRSs available for diseases and risk factors using the most updated GWAS studies and CORDELIA genotype data; and 2) Identify and validate interactions between PRSs and lifestyle factors on mortality risk in both a Discovery phase and a Replication phase. The project employs an interdisciplinary approach, integrating genetic epidemiology, public health, personalized medicine, and advanced statistical methods, with a focus on the gender dimension. The LIGHT project will allow a Career Development Plan that focuses on advancing my skills in project management, leadership, and funding acquisition through formal training, mentorship, and hands-on experience, positioning me for a tenure-track position and leadership within the CORDELIA network. By the project's end, LIGHT will establish new protocols for gene-lifestyle interaction studies, contribute to public health strategies, and generate open-access educational materials, while also addressing European health priorities and contributing to the UN Sustainable Development Goals. The results are expected to enhance personalized health interventions, reduce healthcare costs, and improve population h
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 'Feasibility of SELKO AI' (SELKOAI) under Horizon 2020.

assistant: **Objectives**

SelkoAI is the world’s first AI for engineering making your engineering team’s unique expertise scalable across massive engineering projects.All technology, especially complex projects, is based on written technical specification documents. Processing these documents requires months of high-level expert team work in companies per project, and costs up to hundreds of thousands of euros. SelkoAI is the first productized deep learning solution allowing engineers to train their own expert AI for technical text analysis, delivering 10X efficiency increase in simplifying project specifications in large-scale engineering projects. SelkoAI helps companies save tens of thousands in project costs, and speed up the documentation phase, providing major competitive advantage by accelerating project delivery.
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 'Upscaling the natural sponge functions of freshwater ecosystems to deliver multi-benefit green deal solutions' (SpongeBoost), addressing dissemination and exploitation.

assistant: **Impact**

The project “SpongeBoost - upscaling the natural sponge functions of freshwater ecosystems to deliver multi-benefit Green Deal solutions” gathered a consortium of 10 partners from 7 European countries with interdisciplinary backgrounds in research, policy and management, to collect and recommend the best solutions for effectively increasing or restoring the natural water retention function of the landscape. By compiling available knowledge and best practice tools, combined with adapting and testing new innovative approaches, a roadmap will be developed to engage regions and communities in active implementing of transformative measures to improve resilience to extreme events. By synthesising knowledge for policy-making, hands-on restoration, and adaptive land-use planning, as well as showcasing successful examples of sponge restoration and the multifunctional benefits, stakeholders from the local to the European scale will be engaged and supported in implementing cost-effective and innovative solutions for restoring the sponge function of soils in wetlands and groundwater surface water systems. The active participation in development and testing ensures that innovative solutions are moved closer to the market. Thus, SpongeBoost will contribute to achieving the ambitious targets of the EU Climate Change Adaptation Mission and its Implementation Plan to maximize climate adaptation, disaster risk reduction, biodiversity and other societal benefits from nature-based solution. SpongeBoost consortium members are involved in various restoration projects and work closely with relevant actors promoting networking and knowledge exchange and creating synergies at regional level and across all regions of Europe. They contribute to SpongeBoost's overarching goal of making a lasting p
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'Embodied Emotion Regulation' (EMBER), addressing dissemination and exploitation.

assistant: **Impact**

In everyday life, people frequently engage in bodily activities to regulate their emotions, such as physical exercise to reduce stress, eating tasty foods to improve one's mood, or practice meditation to achieve deep states of relaxation. In spite of such widespread practices, the wisdom of using the body in emotion regulation is highly contested within psychological science. Some studies have shown that people may successfully control their emotions through bodily exercies such as muscle relaxation or controlled breathing. However, other studies have shown that controlling bodily expressions in emotion regulation is ineffective, cognitively draining, and potentially damaging to one's psychological health. As such, it remains unclear if, when, or why using the body in emotion regulation may be helpful or hurtful. In the proposed research, I propose a new and integrative theoretical approach to the role of the body in emotion regulation. Drawing from modern theories of embodied cognition, I advance a model of EMBodied Emotion Regulation (EMBER). This model assumes that embodied (sensori-motor) processes are likely to exert a pervasive influence on all forms of emotion regulation, even those that are targeted at cognitive systems such as attention or appraisals. From this perspective, recruiting appropriate embodiments may considerably enhance the effectiveness and efficiency of emotion regulation, while neglecting or interfering with embodiments may set people up for emotion-regulatory failure. Key hypotheses of the EMBER model will be tested in four projects, which address potential synergetic effects between embodiments and emotion regulation strategies (Project 1), how embodiments may enhance the efficiency of implementing and learning emotion-regulatory skills (Proje
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'Click to Lock: Mechanically Interlocked Architectures as Hydrogen Evolving Catalysts'.

assistant: **Concept**

Research towards the development of sustainable energy sources focusses on minimising our negative impact on the Earth. Towards this end investigations into the exploitation of solar power as a clean source of energy are active across multiple scientific disciplines. One approach is to utilise water splitting catalysts to generate oxygen and combustible hydrogen gas from water. This task is often split into the two halves of the problem: the oxygen evolving and hydrogen evolving sides.This project aims at the development of a new class of hydrogen evolving catalysts based on mechanically interlocked rotaxane architectures. The advantages of the proposed catalysts include mechanical protection of the catalytic centre, prevention of ligand dissociation by virtue of mechanical bonding, and assembly of the multi-component architecture in a single, rapid, high-yielding step.Initially rotaxane ligands will be synthesised using the synthetically flexible, convergent, active template (AT) methodology followed by examination of their coordination chemistry with abundant and cheap cobalt. Subsequently these structures will be assessed for their catalytic behaviour using electrochemical techniques, with structural optimisation utilised to improve their activity. We will then append photosensitising units to imbue these systems with photocatalytic activity.This MSCA would allow me to develop my skills as an independent scientist, both in terms of capitalising on the skill set during my studies in New Zealand, combined with gaining new knowledge and practical abilities, as well as enhancing my supervisory, teaching, and project management skills. Furthermore, having obtained my tertiary education (including Ph.D.) overseas, the action would facilitate my reintegration into the Europ
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 'Development and applications of novel opto-electromechanical systems micro-machined in silicon' (MOSIS) under Fourth Framework.

assistant: **Objectives**

The main objective of this project is the development of a number of the most promising smart micro-opto-electro-mechanical components using IC-compatible micro-machining technology. The project will make the technology available to industrial and university users in the EU in order to assess the different possibilities of silicon based micro-optics, early and in the long run, strengthen the position of the European optical industry in the world market.Present-day optical equipment makes heavy demands on the geometry of optical components. The surfaces of mirrors and lenses must match the design tolerances with sub-micron precision. Moreover, very high demands are put on the relative positioning of the optical components. Traditionally, to fulfil these requirements, optical systems are characterised by a very rigid design based on fixed components.Progress in informatics and electronics has created new applications for optical systems. However, such systems must be able to adapt themselves to changing environments. This ability is in conflict with the requirement that optical systems should have a solid geometry. Optical components as required by new information processing and transmission systems must be rigid and flexible at the same time!When available, tuneable and adaptive optical components and systems can be applied in many traditional and new fields:- In modern applied optics, including astronomical optics, optical information, and (robot) vision systems. Active and adaptive optics in astronomy can dramatically increase the resolution of the ground-based telescopes. Adaptive optical components are required for information and vision systems, but are not widely used yet, mainly due to the high costs of present-day adaptive optical components and control systems.-
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 'High-temperature, flame retardant, recyclable and low environmental footprint composite material for aerospace industry.' (2021-2027).

assistant: **Concept**

C-PREG 400 is an exceptional high-temperature composite developed by NanoTech, utilizing a patented inorganic resin formulation. This composite is inherently non-flammable and stable at high temperatures, making it heat-resistant. It is the first market-ready inorganic composite that can withstand working temperatures of up to 400°C in an oxidant environment and short-term exposure to 500°C. The material can be processed using the same methods as other common prepregs, including compression molding, hot plate presses, or vacuum bagging techniques. The properties of this groundbreaking material are outstanding:•Maximum service temperature of up to 400°C in its polymeric state•Superior fire resistance with lower smoke release and toxicity, certified for high Fire Smoke Toxicity performance•Excellent mechanical properties•High recyclability (approximately 85% of the material)•Low environmental impact•Lightweight, being 5.2 times lighter than steel and 44% lighter than aluminum.The intended end users of C-PREG 400 are aerospace components manufacturers, who are responsible for producing equipment and parts applied in high-temperature environments. Nano-Tech will initially focus on addressing the secondary structures segment, which includes interior panels, doors, seats, luggage racks, and air ducts. This segment is characterized by a lighter certification process. Then, Nano-Tech will expand its focus to primary structure manufacturing, involving nacelles, high-temperature ducts, fans, fuselages, and wings. The market potential for C-PREG 400 is exceptional. The Total Available Market is the aerospace composite materials sector, projected to reach a value of €8.7 billion by 2027 and experiencing a Compound Annual Growth Rate of 12%. Initially, C-PREG 400 will be introduced