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 'Innovation in Hydrogen Production Energy Efficiency: A Three-Phase Electrolyser' under Horizon Europe.

assistant: **Concept**

The 3P-EL project focuses on developing a three-phase electrolyser which represents a groundbreaking innovation in hydrogen production technology. By overcoming the fundamental limitations of traditional methods, it provides a more sustainable, cost-effective, and energy-efficient solution. The invention’s scalability and compatibility with renewable energy sources position it as a transformative tool in advancing the global transition to a hydrogen-based green energy economy, enhancing its competitiveness with other energy sources.We aim to develop a novel reactor concept with the potential to achieve significantly higher energy efficiency compared to existing designs. At its core, the three-phase electrolyser features a new electrode configuration. Furthermore, by stabilizing the electrochemical environment and minimizing overpotential stress, the catalyst’s lifespan is significantly extended, reducing maintenance costs. The improved efficiency and durability of the system make it highly suitable for large-scale applications, promoting hydrogen as a future green chemical resource and energy carrier.Preliminary lab-scale tests have revealed highly promising prospects, demonstrating the system’s ability to achieve approximately 20% lower energy consumption in hydrogen production. These early results indicate strong potential for scaling up the technology, reinforcing its viability for industrial applications. If successfully developed, this advancement could significantly propel green hydrogen production, reduce energy consumption and operational costs, and accelerate the adoption of clean energy technologies.
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 'Algorithmic Societies: Ethical Life in the Machine Learning Age' (ALGOSOC) targeting Horizon 2020.

assistant: **Abstract**

ALGOSOC develops a new approach to understanding and responding to the consequences of machine learning algorithms for contemporary societies. Rapid advancements in machine learning technologies are transforming social and political life in ways that uniquely challenge how we live in relation to others. The life chances of a person are now intimately connected to the attributes that an algorithm has learned from the data patterns of unknown others. From judgements in the criminal justice system to decisions on treatment pathways in health, the outputs of algorithms have become pivotal to the decisions and adjudications on the probable futures of individuals. While there is substantial academic and public emphasis on defining ethical codes of conduct for algorithmic decisions, there is a lack of attention to how machine learning algorithms remake the ethical relations that define a society. In short, existing research is focused on limiting the harms of the actions of algorithms, whereas ALGOSOC focuses on how algorithms are redefining the thresholds of what harmful, good, bad, or risky behaviour means in a society. The ALGOSOC project will examine how 21st century machine learning algorithms are learning to recognize, to attribute, and to infer the characteristics of entities (people, groups, and objects). In order to do this, the project will conduct a series of path-defining studies of societal domains of machine learning that, though they share algorithms in common, have not previously been researched in combination: behavioural biometrics and biomedical object recognition; consumer recommendation and criminal justice scoring; oncology treatment pathways and anomaly detection for security. The ALGOSOC project will provide new social science knowledge of what is takin
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 'Minimally-Invasive Soft-Robot-Assisted Deep-Brain Localized Therapeutics Delivery for Neurological Disorders' under Horizon Europe.

assistant: **Concept**

Robotics and imaging can revolutionize healthcare by overcoming limitations of existing practice and enabling the clinical translation of emerging treatments. Along this direction, SoftReach focuses on improving the treatment of neurological disorders (NDs), a major unmet healthcare challenge. Despite the devastating impact of NDs to millions, existing treatments have poor efficacy. SoftReach aims to radically improve treatments by providing localized delivery of therapeutics in deep-brain regions involved in ND pathophysiology. The proposed platform can enhance the efficacy of pharmaceutical treatments by bypassing limitations of systemic delivery, and provide means to implement promising cell therapies.Our paradigm-shifting ambition will be realised through two major innovations: 1) a submillimeter soft-growing steerable robotic platform, the first of its kind, which will utilize real-time MRI feedback to navigate through the spine subarachnoid space and the Ventricular System (VS), where it will attach μl-sized payloads (carriers of therapeutics) at specific locations. 2) Novel μl-sized tissue construct payloads (TCPs), built around precisely microfabricated deployable porous scaffolds so that they can attach stably on VS walls and deliver therapeutic factors to adjacent brain regions.The platform will be demonstrated via two parallel efforts. 1) The ability of the soft-growing robot to extend via the VS and safely deliver TCPs under real-time MRI feedback will be demonstrated in high-fidelity phantoms of the human VS. 2) TCP-mediated localised delivery of treatments (compounds, cells) via the VS will be demonstrated stereotactically in mice.By providing minimally-invasive access to deep-brain regions of major clinical importance that lie beyond the reach of existing
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 'A EUROPEAN COLLABORATION to CARRY OUT, ANALYZE AND FOLLOW-UP THE INFRARED SPACE OBSERVATORY DEEP SURVEY in OPEN TIME' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

This proposal is sharply focussed on a scientific project on which the member states who are involved in the Survey. The groups have been teams concerned are actively collaborating - the Deep Survey being carried organised into 7 effective teams, the members of which already collaborate out by the Infrared Space Observatory (ISO) in Open Time. ISO, due for launch by ESA in September 1995, is the first space mission to survey the with each other. 4 of the groups (those from Athens, the Canaries, Granada and Santander) are from less-favoured regions of the Community. The network wavelength range 3-200 microns-m since the highly successful IRAS offers an opportunity for the young researchers of the less experienced Satellite made the first survey of the sky at these wavelengths in 1984. ISO groups to receive training within the more experienced groups. It will represents a unique opportunity to study the sky at far infrared wavelengths directly enhance collaboration between groups from different countries in this decade. The groups involved in this proposal collaborated together to propose a Deep Survey in ISO Open Time. They were awarded 215 hours of the data reduction and ground-based follow-up of the Survey. The network observing time to carry out a survey of 20 sq. deg. of sky at wavelengths will make a major contribution to the future of infrared astronomy in Europe and will help to train a new generation of young researchers in this 15 and 90 microns-m, reaching sensitivities 50 times deeper than achieved by rapidly developing field. IRAS. This was easily the largest successful proposal for ISO Open Time. In awarding the time, the Time Assignment Committee stated that they saw this proposal as 'a major initiative for European astronomy'. The scientific goals of the 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: Explain how 'Computer-guided self-help for phobias' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

A Randomised Controlled Trial would test the efficacy of a PC-based computer aid to self-exposure therapy for phobic disorders. If successful, the system could be used by a wider range of phobics, and the demand in therapist's time would be much reduced.
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 'Future evolution of the Greenland ice sheet and associated impacts: Studies with an advanced Earth System model' (FutGreenlandice) under Seventh Framework.

assistant: **Objectives**

The contribution of the Greenland ice sheet to 21st century sea level rise is highly uncertain. Most estimates in the most recent IPCC report (AR4) were obtained using relatively crude ice sheet models forced with General Circulation Models (GCMs) output, without including important climate feedbacks associated with the changing ice sheets.  Within the proposed project, the response of the Greenland ice sheet to anthropogenic greenhouse forcing is explored with the new Community Earth System Model (CESM), from the US, which includes a “higher-order” dynamical ice sheet model bi-directionally coupled to the Atmosphere-Ocean GCM.  With this advanced tool, ice sheets are able to modify local and global climate via changes in surface albedo, topography, and freshwater fluxes to the ocean. The higher-order dynamics and the high resolution of the ice sheet component will permit to address some of the outstanding research questions emerging from recent observations of outlet glacier acceleration. The outcome of this project will constitute an important contribution to AR5 and AR6 estimates of future sea level rise. In addition, the proposed mobility will contribute to the ongoing process of including ice sheets as interactive components of European climate models. The applicant has contributed to the release of CESM and is an expert in the coupling of ice sheet models to Atmosphere-Ocean GCMs and the study of ice sheet-climate interactions. The following research questions will be addressed: the magnitude of changes in surface melting of the Greenland ice sheet and associated feedbacks, under a variety of forcing scenarios; the evolution of fast-flowing outlet glaciers, in similar forcing scenarios; and the potential impacts of ice sheet changes on local and global climate.  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: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Inverse Problems and Flows'.

assistant: **Objectives**

In this project, we propose to study mixing and rigidity properties of a large class offlows in geometry and dynamical systems using novel microlocal and spectral methods. Such methods, recently developed for flows with hyperbolicity, are based on the construction of  new functional spaces, adapted to the considered flow, on which the generating vector field is Fredholm withdiscrete spectrum, known as the resonance spectrum. We want to apply these tools to the following categories of long-standing problems:1) Geometric inverse problems:  boundary and lens rigidity problems, analysis of the X-ray transforms for geodesic flows and its applications to Calderon and Gelfand inverse problems.2) Rigidity for Anosov flows: determination of the minimal regularity of the stable/unstable foliations providing rigidity, rigidity questions for regular conjugacies of flows. 3) Rate of mixing for flows of hyperbolic type: decay of correlations of Axiom A flows, Anosov flows, and  their compact Lie groups extensions, frame flows of negatively curved manifolds.4) Resonances for locally symmetric spaces: relation between resonances of the flow and the spectrum of Laplacians on bundles.To address these problems, we will develop a thorough analysis for the regularity and the long time properties of solutions to transport equations. We are convinced that the proposed approach will provide solutions to these problems, which have been out of reach for a long time.


**Keywords:** Inverse problems, geodesic flows, hyperbolic dynamic
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Brain connections, Stroke, Symptoms Predictions and Brain Repair'.

assistant: **Innovation**

Every year a brain stroke will impair approximately 2 million Europeans. Notwithstanding recent progress, many of these individuals will have persistent cognitive deficits, impacting their personality, degrading their quality of life and preventing their return to work. Early identification of anatomical predictors of brain recovery may significantly reduce the burden of these deficits on patients, their families and wider society, while also leading to the discovery of new targets for treatments.I have pioneered the development of imaging techniques that allow for the exploration of the relationship between brain disconnection and neuropsychological syndromes. With these tools, I aim to demonstrate that the structural organisation of the human brain's connections is the common denominator supporting functional specialisation and, when damaged, neuropsychological disorders.Building on my expertise, I plan to (1) establish an atlas mapping the function of white matter for the entire human brain, (2) fractionate the stroke population according to disconnection profiles, (3) predict neuropsychological symptoms based on disconnection profiles, and (4) characterise and manipulate the fine biology involved in the disconnection recovery.In so doing, this project will introduce a paradigm shift in the relationship between brain structure, function and behavioural/cognitive disorders. I will deliver a comprehensive biological model of the neurocircuitry that supports neuropsychological syndromes, which will gather the modular organisation of primary idiotypic functions with the integrative organisation of highly associative levels of functions. In the long term, this project will allow me to determine if measures of brain ‘connectivity’ can be translated into advanced standard 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: Draft an executive summary for the EU project 'Cultivating Industry 5.0 Talents: Academia-industry collaboration and empowerment through accessible DEep technoLogieS' (CITADELS) targeting Horizon Europe.

assistant: **Abstract**

The  CITADELS project aims to contribute towards transforming the 7 widening countries represented in the Project into CITADELS of human-centric Industry 5.0 development. The Project brings together a consortium of 10 partners from 9 countries, including 4 large academic institutions that are highly influential within their innovation ecosystems, 3 exemplary DeepTech companies, and 1 science and technology park, where academia meets industry to make innovations happen and grow into the business. Additionally, CITADELS is supported by the 2 EU-leading partners to bring know-how in cross-sectoral collaboration, to ensure stakeholder engagement and pan-European impact (EIT Manufacturing), and to introduce a sustainable, responsible research and innovation approach (K&I). CITADELS combines the excellence of DeepTech talents and social scientists to comply with EC’s “ERA industrial technologies roadmap on human-centric research and innovation for the manufacturing sector” to ensure sustainable DeepTech careers and the progress of DeepTech. The CITADELS project seizes the opportunity presented by recent investments in advanced public R&I infrastructure and the growing demand for DeepTech expertise across Europe to combat the brain drain in widening countries. By aligning academic research excellence with industry needs, CITADELS focuses on talent circulation (20 research talents and 20 R&I support talents will be involved as a whole), creating attractive career pathways in DeepTech and building the capacity of local ecosystems to adopt cutting-edge technologies. This project will support translating research into high-value industrial applications and position widening countries as competitive players in the global DeepTech landscape. Ultimately, CITADELS will boost regional
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 'Transition Metal Catalysis Towards Saturation in Organic Molecules through Alkyl Radical Chemistry' (CatToSat).

assistant: **Innovation**

The construction of C-C bonds represents the foundation of synthetic organic chemistry. Specifically, the installation of (sp3)-hybridized carbons is among the most important transformations in an organic chemist’s toolbox due to the prevalence of alkyl-alkyl bonds in organic molecules. Furthermore, compounds featuring a high degree of saturation grant access to greater chemical space and are more likely to yield clinical success in drug discovery and development. The overall aim of the proposed research is to devise new technologies in organic chemistry to access general, modular and applicable C(sp3)-C(sp3) bond-forming reactions, providing high degrees of saturation in organic molecules. Transition metal catalysis will be the foundation for this proposal, in which the most accessible sources for reagents will be used, such as ubiquitous alkyl carboxylic acids and feedstock olefins. In order to accomplish the overarching goal of this research program, the outgoing phase of this fellowship will take place during the first two years in the laboratory of Prof. Phil Baran at Scripps Research, La Jolla, USA. The incoming phase will take place during the final third year in the laboratory of Prof. Bill Morandi at ETH Zürich, Switzerland.


**Keywords:** cross-coupling chemistry, electrochemistry, single-electron transfer
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 'Hoverflies as a new class of managed pollinators for better quantitative and qualitative yields of vegetable, fruit and seed crops'.

assistant: **Objectives**

"Polyfly produces and commercializes alternative natural pollination solutions for Seed Production and Protected Cropping, based on a group of highly efficient pollinators: Syrphid flies (also known as Hoverflies / Flower flies). Our offering includes 2 new pollinators:1) GoldFly - GF (Eristalinus aeneus) is well adapted to hot and sunny conditions such as those encountered in the Mediterranean basin (14-40C)2) QueenFly - QF (Eristalis tenax) is better adapted to the cloudy and cooler conditions characterizing continental and oceanic climates of Northern Europe, or spring and autumn seasons (10-30C)Both are common and widespread species (E. tenax is considered cosmopolitan), and they are excellent pollinators as they exhibit a strong floral foraging behaviour similar to the one of bees. Like them, they continuously visit flowers to feed on pollen and nectar, sources of proteins and carbohydrates necessary for their development and survival.""""


**Keywords:** Natural pollination,Sustainable Agriculture, Protected Cropping,Seed Industry,Insect Husbandry,Hoverflies,New Managed Pollinators, Crop Pollination,Food Security