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 'Sensing and Sensibility - Transcending Disciplines for a Responsible Future' (STAR) under Horizon 2020.

assistant: **Objectives**

The goal of the proposed Fellowship Programme: Sensing and Sensibility – Transcending Disciplines for a Responsible Future (STAR) is to provide a fruitful environment for attracting, developing and globally interconnecting experienced researchers who are able to address the complex questions associated with the grand challenges of the present. “Sensing” addresses the increasingly interweaved sensoric interfaces between humans, the environment and digital technologies, “sensibility” summarises the indispensable attitude towards actively guiding these transformation along a humanistic approach and responsibly for our environment. STAR contributes to attracting and educating the human talent required to enable Europe to expand its leading role in this context. The proposed Fellowship Programme is designed for a duration of 60 months offering funding opportunities for 20 experienced researchers and their projects. Following a selection process based on openness, transparency, merit, impartiality and equality, and striving to respect the principles set out in the European Charter for Researchers and the Code of Conduct for the Recruitment of Researchers in the very best manner, the programme ensures absolute neutrality by giving all selection power to external experts. Recruited fellows will be supervised by highly experienced researchers, safeguarding high-quality research outputs. STAR is a bottom-up Fellowship Programme which is structured in seven thematic challenges offering a wide range of highly flexible research opportunities and world-leading intersectorally connected partners. In addition, high-level research and training opportunities will increase researchers employability and career opportunities by expanding necessary skill sets. To increase positive effects on
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 'Enhancing the European Participation in Living with Climate Variability and Change: Understanding the Uncertainties and Managing the Risks' (ENHANCE) targeting Sixth Framework.

assistant: **Abstract**

Climate change is becoming a sensitive factor in human socio-economical activities as anthropogenic activities alter the Earth system. This can entail rising losses and damage associated with climatic hazards, thus requiring urgent and purposeful adaptation to climate conditions and managing climate-related risks.The conference WMO Conference on Living with Climate Variability and Change: Understanding the uncertainties and managing the risks" (LWCVC) to be held in Espoo, Finland, 17- 21 July 2006, co-sponsored by the World Meteorological Organization, the Finnish Meteorological Institute, and the International Research Institute for Climate Prediction will review possibilities and constraints in integrating climate risks and uncertainties into the main decision-making areas that are critically sensitive to climate variability and change.The conference will draw on the experiences of public and private organizations worldwide that have been engaged in creating and using climate information and predictions to assess and manage related risks. Particular efforts will be devoted to the dissemination of the conference recommendations to key stake holders. The focus of the conference is on decision-processes in a real-world context with critical climate relationships. Europe has a responsibility in global impacts but certainly much to offer worldwide in terms of political will, technological expertise and management practices.It is thus timely that Europe takes a leading role in this endeavour to harness management, technological and institutional issues at stake. The goal of the conference is to make substantial progress in the establishment"
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 'Proof Of Concept Use of MTH1 Inhibitors as New Treatments for cancer' in the context of a Seventh Framework call.

assistant: **Objectives**

In our ERC grant GEnetic NEtworks as a tool for anti-CAncer Drug Development we used phenotypic screening and genetic networks to identify the DNA repair protein MTH1 as a critical component for cancer cell survival and we developed selective sub nM inhibitors to MTH1, which specifically kill cancer cells and tumours, whilst being less toxic to primary cells. Our approach provides a novel concept for treating cancer. Here, we want to explore the commercial potential of the MTH1 inhibitors identified in the ERC grant.""
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 'Development and clinical evaluation of bioreplaceable small joint prosthesis for the correction of destructed small joints in rheumatoid arthritis and osteoarthritis (JOINT SCAFFOLD)' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

Bio replaceable MCP-joint prosthesis is a new concept in joint surgery. Using the modern biomaterials technology, a new prosthesis has been developed by partners of the consortium to prevent the harmful effects of silicone and to provide a method, which reliably corrects the deformities, and gives a potential permanent functional result in arthroplasty. This prosthesis can only be a temporary supporting the joint until the fibrous-like tissue cushion replaces the spacer. The long-term foreign-body reactions caused by the wear debris of implant can be avoided. Some preliminary first limited clinical studies with promising results now need to be confirmed in a large-scale study in Europe. In the framework of demonstration project, performance and efficiency of the new joint scaffold will be evaluated, for finger and toe joints of elderly people suffering from rheumatoid arthritis and osteoarthritis.
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 'A Theory for Understanding, Designing, and Training Deep Learning Systems' (THUNDEEP), addressing dissemination and exploitation.

assistant: **Impact**

The rise of deep learning, in the form of artificial neural networks, has been the most dramatic and important development in machine learning over the past decade. Much more than a merely academic topic, deep learning is currently being widely adopted in industry, placed inside commercial products, and is expected to play a key role in anticipated technological leaps such as autonomous driving and general-purpose artificial intelligence. However, our scientific understanding of deep learning is woefully incomplete. Most methods to design and train these systems are based on rules-of-thumb and heuristics, and there is a drastic theory-practice gap in our understanding of why these systems work in practice. We believe this poses a significant risk to the long-term health of the field, as well as an obstacle to widening the applicability of deep learning beyond what has been achieved with current methods.Our goal is to tackle head-on this important problem, and develop principled tools for understanding, designing, and training deep learning systems, based on rigorous theoretical results. Our approach is to focus on three inter-related sources of performance losses in neural networks learning: Their optimization error (that is, how to train a given network in a computationally efficient manner); their estimation error (how to ensure that training a network on a finite training set will ensure good performance on future examples); and their approximation error (how architectural choices of the networks affect the type of functions they can compute). For each of these problems, we show how recent advances allow us to effectively approach them, and describe concrete preliminary results and ideas, which will serve as starting points and indicate the feasibility of this challe
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 'A new process for powder painting of wood and wood based materials' under Fourth Framework.

assistant: **Concept**

The objective is to develop an environmental adapted process for painting flat and profiled MDF-materials. The process must meet very high demands both on producing high quality surfaces and on productivity. The reason for that is, that the new process must be able to compete, for a long time, with the processes used today which can meet all these demands but the environmental demand. The process shall be based on at most two layers of powder paint and no layer of wet paint. The approach is to optimize each of the different main areas influencing quality, costs and process time. The main areas are paint, substrate, painting process (including curing) and grinding. Low curable powder paints will be focused, especially UV-curable powder paints. Even though powder painting on wood and wood based materials have been investigated a lot throughout the last years, no break-through have been achieved. The chances for success are bigger in this project because firstly a lot of the experiences achieved earlier will be able to use in this project and secondly because the efforts will be concentrated against only one type of substrate (MDF) and on UV-curable powder paints. Beside that the consortium will be able to cover all key technologies and resources will be allocated adaptively during the project to those of the four areas (paint, substrate, painting process and grinding) which will give best return per invested" man-hour."
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 'Automatic non-destructive recognition of used printing techniques on substrates' in the context of a Horizon 2020 call.

assistant: **Objectives**

Identifying the source printer and the knowledge of distinctive printer and printing details of a document are a important steps in fighting crime like forgery or threathening letters. The evidence obtained from such printed documents analysis will provide useful forensic information to law enforcement, security and intelligence agencies. In this context, the objectives of our overall innovation project are to develop technologies for a software based, automated and non-destructive analysis of printed documents in terms of the identification of the utilised printing technology (like offset-, intaglio-, ink jet-, laser-, solid Ink- und thermal print, xerographie, magnetographie, liquid toner and other), for digital printing technlogies also the print engine and the printer brand and model or even serial number/specific printer. Documents in question will be banknotes, ID cards, stamps, tickets, contracts, tickets, bills, financial documents, threathening letters. With the knowledge of printing information of a single printed document different analysis use cases can be set up comprising also examinations of a set of documents like determining if all pages are printed with the same printer. With the help of the Andrupos system it will also be possible to link questioned documents to a single printer item and therefore it is the first system that has a tool to also link organized crime (they often use counterfeit id-documents, printed on the same source) in an earlier stage.This developed analysis software shall be integrated into a web based server system. Client applications on different types of devices (desktop pcs, mobile devices) then can post scanned (magnified) images sections of the documents in question via internet to the server. The server application receives
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 'AN ELECTROFORMATION TECHNIQUE FOR BUMPING SEMI-CONDUCTOR DIES' under Fourth Framework.

assistant: **Concept**

As a part of a LINK Nanotechnology research project funded by the UK DTI, an electroforming technique has been developed capable of producing microscopic metal component structures to a high specification. This Technology Validation project will apply this expertise to the production of bumped dies for the semiconductor 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: Describe the novelty, innovation potential and advance beyond the state of the art for 'Development of an innovative bio-based resin for aeronautical applications' (2007-2013).

assistant: **Innovation**

The aim of this project is the replacement of traditional mineral oil based plastics with innovative bio-based resin systems for aeronautical applications. Due to the high quality requirements of this field this challenge is much larger than in other industrial segments, therefore the use of functionalized plant oils alone as bio-components of matrices in aeronautical composites is not enough. According to our concept flame retarded special hybrid thermosetting polymer system has to be prepared using bio-based components. Innovative combination of new ideas of resin synthesis including click chemistry and sol gel reactions (providing flexibility of organic component balanced with hardness and thermal stability of the inorganic component), patented environmentally friendly reactive flame retardant components and modification of natural fibre by (patented) organic chemical and/or enzymatic method will result in bio-based epoxy composites of highly enhanced performance. The knowledge of a recently patented idea will be adapted to improve the recyclability of thermosetting bio-composites. The robustness of the technology will be ensured by process controlled reactors equipped with unique spectrometric feedback. The team of proposers includes various research groups of Budapest University of Technology and Economics (BME), whose activities (preparative green chemistry, enzymatic reactions, reactive fire retardancy, hybrid bio-composites, and innovative structural and mechanical evaluation) complete each other. The experiences of the proposers acquired in realization of another current CleanSky project represent a good starting point for achieving the required scientific and technical quality.
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 'Chemical and biological characterisation of ambient air coarse, fine and ultrafine particles for human health risk assessment in europe' in the context of a Fifth Framework call.

assistant: **Objectives**

The coarse (PM_10-2.5), fine (PM_2.5-0.1), and ultra me (PM_0.1) fractions of ambient air PM_10 are sampled with a previously validated High-Volume Cascade Impact or (HVCI) technique in six European countries. The large-capacity samplings in 3+4-day periods provide relatively large PM masses for chemical and biological characterisation of the selected contrasting PM pollution situations. Routine air quality monitoring data and extensive reference PM samplings are used for further physic-chemical and source characterisation of the above PM_10 subtractions. Inorganic analyses of the total elemental content and readily bio available ions and elements are made as well as analyses of elemental and organic carbon, end toxin and PAH compounds. In-vitro tests in human and marine respiratory cells are made to identify the causative characterises and chemical constituents in catatonic, proin ammatory and geotaxis responses. The key findings from in-vitro studies are investigated by exposing healthy and compromised animals intratracheally and by reanalysing previously collected epidemiological data from a panel study among subjects with chronic cardiovascular disease.
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 'learninG, pRocessing, And oPtimising shapES' (GRAPES) targeting Horizon 2020.

assistant: **Abstract**

GRAPES aims at considerably advancing the state of the art in Mathematics, Computer-Aided Design, and Machine Learning in order to promote game changing approaches for generating, optimising, and learning 3D shapes, along with a multisectoral training for young researchers. Recent advances in the above domains have solved numerous tasks concerning multimedia and 2D data. However, automation of 3D geometry processing and analysis lags severely behind, despite their importance in science, technology and everyday life, and the well-understood underlying mathematical principles. The CAD industry, although well established for more than 20 years, urgently requires advanced methods and tools for addressing new challenges. The scientific goal of GRAPES is to bridge this gap based on a multidisciplinary consortium composed of leaders in their respective fields. Top-notch research is also instrumental in forming the new generation of European scientists and engineers. Their disciplines span the spectrum from Computational Mathematics, Numerical Analysis, and Algorithm Design, up to Geometric Modelling, Shape Optimisation, and Deep Learning. This allows the 15 PhD candidates to follow either a theoretical or an applied track and to gain knowledge from both research and innovation through a nexus of intersectoral secondments and Network-wide workshops. Horizontally, our results lead to open-source, prototype implementations, software integrated into commercial libraries as well as open benchmark datasets. These are indispensable for dissemination and training but also to promote innovation and technology transfer. Innovation relies on the active participation of SMEs, either as a beneficiary hosting an ESR or as associate partners hosting secondments. Concrete applications include
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 'Stochastic interacting systems: Limiting Behavior, Evaluation, Regularity and Applications' in the context of a Horizon Europe call.

assistant: **Objectives**

This SE aims at addressing a number of challenging mathematical problems related to stochastic interacting systems, with particular emphasis on the regularity properties of the solutions, their limiting behaviour and numerical computation. The equations we analyse arise from the modelisation of real-world phenomena in several fields of application, including spiking neural systems, hydrodynamics and financial/energy markets, and share nonlinearity as a common underlying trait. Critically, nonlinearity intertwines with other relevant features that include: low regularity of the coefficients, noise degeneracy, jump-diffusion dynamics, and high-dimensionality.The study of stochastic interacting systems is highly multidisciplinary from a two-fold perspective. On one hand, they have become a widespread modelling tool in a variety of applications. For example, they are used to model human neuron interfaces, particle systems, but also interacting agents in economics and finance, in relation to managing risk and decentralised production of renewable energy. On the other hand, the set of mathematical and computational tools needed to reach a holistic understanding of stochastic systems is very vast: ranging from stochastic (partial) differential equations, random measures, rough paths, gradient flows in metric measure spaces, numerical probability and computer simulation.We provide a team of experts that analyse stochastic systems integrating several approaches and techniques. The complementary expertise across the network, together with the consolidated experience and excellence of the key participants in their research areas, places our network in the privileged position to make relevant contributions across interconnected research fields, and to contribute to the training of