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 'Fast Electro-Optic Fluorescence Lifetime Microscopy (EOFLIM) for super-resolution microscopy and brain surgery.' under Horizon Europe.

assistant: **Concept**

Fluorescence Lifetime Imaging Microscopy (FLIM) is a powerful method for monitoring physicochemical parameters of cells and tissues, as well as biomolecular interactions, with applications in science, medicine, and industry. However, its use is currently limited due to technological constraints regarding frame rate and sensitivity.We have developed a FLIM detector that enables highly sensitive, high-speed FLIM. It is based on the use of electro-optical elements as temporal gating units. Electro-optical FLIM (EOFLIM) enables frame rates beyond 100 Hz for megapixel images, single-molecule sensitivity, and high-resolution imaging (numerical aperture > 1.3).We will demonstrate the innovation potential of our detector in two key applications: Super-resolution FLIM and Surgical FLIM.  Super-resolution FLIM will be done in collaboration with Prof. Huser (Univ. of Bielefeld). We will apply our EOFLIM detector to super-resolution microscopy at high frame rates in live cells and tissues. Surgical FLIM will be done in collaboration with Prof Unterhuber (Medical Univ. of Vienna) and will aim at diagnosing cancerous tissue in brain biopsies. Super-resolution FLIM and Surgical FLIM will demonstrate the wide applicability of EOFLIM in research and medicine.
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 'High Speed Fire Stopping Sectional Door'.

assistant: **Innovation**

The present proposal fills the gap existing in the European market concerning fire stopping garage doors capable of providing high speed closure, together with sensors and components for fire sttoping capabilities at an affordable price. These types of doors and sensors (light barriers and contact bands) have not been completely developed yet, fact that contributes to the creation of new business opportunities in the field of security, especially considering the important benefits for a wide range of applications (transport, construction…) offering higher security and reducing the risk under fire accidents. The project starting point is based on two clear objectives: on the one side, achieve the capability to safe human lives in case of fire accidents, its most important benefit, and therefore, a priceless aspect that constitutes the main goal of the project; On the other side, the market opportunity can bring important economic benefits apart from the stronger position (R&D, patents,  innovation) that can be reached by the European companies in the field of industrial security. All over the project, the key issues will be the reduction of the maintenance costs (increasing the cost-efficiency), improving thermal and sound insulation (enhancing the product competitiveness) and providing solutions complying with the most strict safety and environment preventing standards (all materials will be carefully selected in order to ensure environmental friendliness even at high temperatures). The development of such complex products can only be done if the key components are capable of providing a faster and more reliable performance under extreme conditions that cannot be found in the current market. For that reason, the project is planned at the European level forming a consort
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 'PROcessing Diluted Aqueous Systems' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The use of renewable resources in the process industries is socially desirable and a market pull for products has started to develop in recent years, but renewable products have to compete with identical or similar-in-application products based on fossil raw materials in terms of quality and production cost. One of the main reasons for currently higher production costs of products based on renewable resources is that the production routes involve processing complex dilute aqueous solutions from which the desired products have to be separated during downstream processing. Consequently, a major challenge the process industry is facing, is the development of cost- and energy-efficient water removal and product-recovery techniques. Today downstream processes for products based on renewable resources are often developed using methods from the petrochemical area being insufficiently adapted to the new applications. A re-thinking of downstream process development and the development of suitable methodologies for a fast-track development of tailored downstream processes as well as the optimisation of separation technologies are urgently needed in order to unlock the potential of the renewable-based product market for the European process industry.   PRODIAS addresses this challenge by developing and implementing: - a toolbox of highly innovative, cost-effective and renewable-tailored separation technologies; single technologies and/or hybrid systems- novel, optimized apparatus and machinery to enable for and host the developed technologies- in combination with an integrated design approach for the fast-track selection of appropriate technologies.The main advantages of the PRODIAS toolbox and integrated design approach for processes based on renewable resources are- significantl
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 Sixth Framework proposal on 'Enhancing dialogue on nanotechnologies and nanosciences in society at the European level'.

assistant: **Concept**

The NANO DIALOGUE project will establish an integrated process of communication and social debate about nanotechnologies and nanosciences (NN) at European level. The proponent consortium is composed of organisations of excellence in different fields, int egrating different competences (scientific research, social participation, science communication) and representing a wide European dimension. These elements will allow a high quality of communication tools and methodologies as well as widespread diffusio n of the results. Even though NN are key-issues for the next future (for biomedical applications, telecommunication, new materials,...), they are still not well known and understood at large. The project aims firstly at providing information and raising awareness among the general public on the last developments of research in this field. Secondly, at implementing social dialogue between the research community, citizens and other social actors in order to identify main issues and expectations from these groups. Among the expected results is to provide the EC and experts with recommendations, illustrating the main social concerns about NN. Research in NN is yet at an early stage; so the need for information is the starting point for public debate and for social participation on their future developments. This will be achieved through the definition of scientific guidelines in a European meeting and the establishment of a Scientific Advisory Board the organisation of a participatory workshop with the inv olvement of scientists, decision makers and stakeholders who'll work together to elaborate a common synopsis for communication tools; the production of 8 exhibition modules and a web site including specific tools for collecting data on citizens expectatio ns; the organisa
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 'Discovery of new Frontal Temporal Dementia multimodal spectral markers in biofluids.'.

assistant: **Objectives**

The central aim of the project is to apply multimodal spectroscopy combined with machine learning to identify a fingerprint for Frontal Temporal Dementia (FTD) and Alzheimer’s disease (AD) in saliva and plasma. FTD is the second most common dementia and usually affects individuals younger than 60 years old. FTD is difficult to diagnose, since there is no single exam that determines the disease, but instead many costly or painful exams that together link the disease. Some of the symptoms of the disease may be confounding with others such as AD. While the usual search for biomarkers focuses on individual patterns, the present proposal is to use a holistic approach. Vibrational spectroscopy provides a snapshot of the entire chemical finger print in a label-free way. In this project, samples from FTD, AD, and healthy subjects of >45 years old, will be analysed using Raman, mid and near infrared spectroscopy @Monash University in Australia, and complemented with Mass Spectrometry on the same samples @ICGEB in Italy. Advanced machine learning tools provide a powerful approach for data analysis unravelling hidden trends, correlations and also identify the main contributions that characterize the type of sample. The spectra recorded using the extended wavelength range encompassing the mid-infrared and near-infrared spectral regions will be processed with state-of-the-art machine learning tools to identify the molecular phenotype and establish markers in patients with TDP and AD. These findings will pave the way to the development of a new screening tool that would decrease the costs associated with the current diagnosis of FTD and in general for neurodegenerative disorders.


**Keywords:** FTIR, NIR, Raman, Frontal Temporal Dementia, biomarkers
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 'Analytic and computational relativistic stellar magneto hydro Dynamics' under Sixth Framework.

assistant: **Concept**

Relativistic stars are endowed with intense electromagnetic fields. Newly formed relativistic stars before settle into a stationary equilibrium are fast and differentially rotating bodies with a magnetic field which might be amplified either by the differential rotation or the oscillations and possibly the r-mode instability. We will study; using relativistic magnetohydrodynamics (MHD), the linear and non-linear dynamics of strongly magnetized relativistic stars. The outcome of this study will have important implications for the ongoing worldwide efforts to detect, for the first time, gravitational waves while it will provide better understanding for the structure of magnetars and the evolution of their magnetic fields.Our plan is to develop analytic and numerical tools to study the equilibrium configuration and the evolution of nascent magnetized stars. The analytical methods and the numerical codes will simulate in the linear but also in the full non-linear theory the dynamics of the fluid and the coupled magnetic field. The effort will be among the first, worldwide to fully implement MHD for the investigation of rotating relativistic stars, and we will carry out the first detailed study of different pulsations modes as well as of the timescale of magnetic b raking in differentially rotating proto-neutron stars.The project will serve to train a young researcher (from Japan) in analytic and approximate work of MHD problems but also to educate him in designing new computational algorithms for studying the dynamics of magnetic fields using modern techniques such shock capturing, parallelization and mesh refinement. The fellow will be educated in theoretical and numerical tools, which are modern and could guarantee a scientific career either in academia or in industry.
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 'Novel three-dimensional metal siloxide materials from silanol, silanediol and silanetriol building blocks' under Fourth Framework.

assistant: **Concept**

My main aim is to make new compounds and materials in a topically important area of chemistry - metallasiloxanes and molecular surface mimics. I shall investigate the synthesis and use of both new silanols, and bulky silanols already prepared by Dr Lickiss' group, to make large metallasiloxane molecular frameworks, and smaller metallasiloxanes that are similar to surface active species on silica. There will, therefore, be two closely related strands to the work which will require two years work The new species prepared will be fully characterised and their potential as catalysts investigated. This will allow comparisons to be made with bulk surface species and more efficient syntheses of more reactive and structurally useful materials. (2) Training: I wish to broaden my research experience by working in a new and potentially useful field, and to learn new techniques and methods in a major department abroad.
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 'Interface-mediated fast ionic conductivity in nanocomposite solid-state electrolytes' (2021-2027) under Horizon Europe.

assistant: **Objectives**

Ion conduction in solid-state electrolytes (SSEs) is the bedrock of several electrochemical devices like batteries and fuel cells which are vital to our modern society. High conductivity is crucial for such applications, and increasing the intrinsically low conductivity of SSEs has been of enormous technological interest. The discovery that the conductivity of SSEs can increase or decrease by orders of magnitude at their interface with a non-conductor (e.g., oxides) has led to much interest in the use of interface engineering to rationally design SSEs with improved conductivity and overall performance in electrochemical devices. This has so far not been successful because the underlying mechanisms that lead to the profound changes in conductivity at interfaces are not yet well understood due to the complex composition of such interfaces, and the fact that several properties of the two components concomitantly influence this effect. Building on my preliminary results, I aim to unravel the fundamental mechanisms of interface ion conductivity by preparing model nanocomposite SSEs (SSE + oxides) that will allow me to disentangle the different parameters that contribute to this effect. The interface physics/chemistry responsible for interface ion transport will be precisely tuned via surface and compositional modification of the oxides. I will combine advanced surface-sensitive probe techniques, including XPS, X-ray Raman Scattering, HR-TEM/EDX, and NMR to study the interface compositions. This will enable me to establish for the first time how the properties of SSE-oxide mixtures influence their interface reactions, conductivity, and performance in applications. Such fundamental insights will enable the design of novel SSEs with tailor-made properties for a variety of elect
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 'A computational framework to interpret the chemical language of the microbiome' (DECIPHER).

assistant: **Innovation**

Humans, animals and plants are covered in microbes. Such microbiomes have a major impact on the health of their hosts and have been linked to traits like growth promotion, stress resilience, and diseases. However, the mechanisms underlying microbiome-host interactions remain poorly understood. Recent studies have shown that microbiome-associated phenotypes are often mediated by specific molecules, a chemical language that enables microbes to interact with each other and with the host. The biosynthesis of these molecules is encoded in metabolic gene clusters (MGCs) that are subject to frequent horizontal transfer and are therefore highly strain-specific.Current computational methods for analysing microbiomes largely focus on comparative taxonomic analyses and generic metabolism, and overlook this complex ""chemical dialog"". Indeed, no adequate methods are available to systematically study the roles of MGCs in microbiomes. At the same time, metabolomics data from microbiomes are full of dark matter: unknown molecules that cannot be traced to their producers. Here, I propose to develop the first comprehensive computational framework to study the chemical language of the microbiome.In the past years, I have developed technologies that lay the foundation for this ERC project, including automated identification of MGCs, grouping them into families and annotating them using reference data. With DECIPHER, I will move my research to the next level, by developing new algorithms to link MGCs to their metabolic products and to predict their molecular and ecological functions in microbiomes. I will then apply this new framework in a systematic study of microbiome- associated phenotypes in plants and humans. Together, the innovations proposed here will fill a key gap in the analysis
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 “movement digitisation” sensor as a brick for disruptive IoT services' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The IoT market is young but has a huge need for application-specific sensors to gather data, process it and provide valuable decision-making data. Since 2012 Terabee has created and commercialised optical Time-of-Flight distance sensors, with world-leading performance for the given size, weight and sensor price. The technology is deployed like ‘bricks’ where one or multiple sensors are used in a simple plug and play way. Leveraging its latest generation sensors, Terabee is gearing up for IoT applications through “Application Products” that will meet the technical needs of specific markets. In addition, Terabee has created a unique business approach it calls “lean sensing”, where less data is gathered but in more reliable and redundant ways in order to reduce compute, data transfer and control system complexity.From 2 years of feasibility study based on field tests, Terabee has selected 6 mature Application Products to industrialise during the Phase 2 project. These products may include one or more single-pixel or multi-pixel sensors, processing and algorithms, power supply and communication protocols and, if needed, dust and water-resistant casings to withstand harsh environments.Demand for our type of sensors is estimated at 5 billion units in 2020, growing 25-35% p.a. The Total Addressable Market is estimated at 8 billion sensors in 2025.This project is the cornerstone of a strategy to shift from being Technology-led to Market-led,  capitalising on a growing demand for ready-to-use Application Products in the IoT and Mobile Robotics markets. During the project, Terabee will finalize 6 Application Products while running pilots with 4 Industrial companies with which field tests have already taken place. In parallel, the Go-to-Market plan will be created through detailed
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 'Thermography AI - cornerstone in future preventive healthCARE' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

It is estimated that more than 230M people worldwide suffer from Peripheral Arterial Disease (PAD) and each year more than 22M of them develop Critical Limb Ischemia - a life-threatening condition with 50% combined incidence of amputation and/or death in a 3-year period. Timely PAD diagnosis is the most important factor to avoid complications by treatment procedures (revascularization) and proper disease management (daily walks, change of dietary habits, etc.). Unfortunately, half of the PAD-suffering population is asymptomatic and therefore lately diagnosed. Recent technology advancements in Thermography (portable, high-resolution and precise hardware) and Artificial Intelligence (scalable infrastructure and highly accurate computer vision analysis) can support much needed progress towards continuous and preventive and value-based healthcare.Kelvin Health develops a clinical decision support system based on Thermography AI for non-invasive, cost-efficient population-wide screening and diagnosis, initially addressing pathology related to PAD - blockage or narrowing of limbs’ blood vessels. The system applies a portable thermal imaging camera that captures body thermodynamics and generates a series of thermograms, which are then thermally segmented, and analyzed temporarily using AI image recognition algorithms. The ML model is trained to detect anomalies related to the vascular system using state-of-the-art machine learning algorithms such as deep neural networks and, in particular convolutional neural networks.AI-CARE proposal aims at addressing the challenges we meet to structure clear regulatory pathway for market approval at initial target markets, design a clinical validation study and assess the patentability of our method. At the same time promoting women entrepr