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: Describe how 'Development of a high power laser based machine for the production of moulds from laminations' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

The use of Rapid Prototyping and Tooling techniques has created a rapidly emerging industry which now has an estimated annual turnover of over 150mECU. Current techniques have not been able so far to produce functional metallic components and tooling directly from Computer Aided Design (CAD) models. There are an estimated 200,000 SMEs in the EU who produce industrial components across all sectors of industry, and the market for prototype injection moulded or cast components and tooling for these companies alone is estimated at over 400mECU. It has also been shown that 40% of the time and cost of a new product can be incurred at this prototype stage. The primary industrial objective of this programme is therefore to reduce these times and costs significantly by producing prototype moulds more rapidly. The secondary objective is to establish a pilot cell, by the modification of current laser facilities for demonstration purposes. A feasibility study has shown that reductions in lead times of up to 200% may be possible for the direct production of certain types of metal mould tools from electronic data by the proposed technique. The main principles have also been demonstrated using a low level of automation. Using modified low cost PC based CAD packages plus developments in cutting techniques, accurate laminations will be produced at high speed direct from CAD models. Novel high strength bonding techniques will be used to join the laminations into accurate, high strength tools.
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 Sixth Framework proposal for the project 'Gender awareness participation process: Differences in the choices of science careers'.

assistant: **Objectives**

On the basis of recent studies, it clear that gender differences still exist in science in the EU; it is well known, for example, that girls are statistically less interested than boys in certain branches of science and technology. On a broader level, young people are losing contact with science and the number of science students in universities has decreased. The GAPP project will act on both levels by establishing an integrated process of qualitative research and developing new practices in science communication and education to reach three well-defined objectives:  1. to understand the loss of interest from young people, particularly girls, in science and technology studies and careers by exploring differences in their perception of S&T professionals, while raising awareness among experts and stakeholders on this issue;  2. to implement social dialogue between the research community, teachers, students, parents and other social actors in order to identify main issues and expectations from these groups ;  3. to develop and test a range of practical activities (didactic activities, labs, stage, etc.) that go in the direction of overcoming gender differences and creating a connection between high school students and the professional worlds of science and technology.  These aims will be achieved through a range of research instruments, participative procedures to deepen discussion and provide the opportunity to develop creative solutions and pilot activities" to test the proposed practical solutions. Each phase will provide results that will be useful for themselves and also as a basis for the next step in activities.  The overall process and outcomes will be assessed and published for the diffusion of findings and recommendations to take into account the gender dimensio
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 'A Digital R&D team member, automating scientific knowledge handling, allowing European R&D to increase their speed of innovation' (2021-2027) targeting Horizon Europe.

assistant: **Abstract**

The European Union is a global leader when it comes to producing brilliant science, but struggles to commercialize it. We offer one part of a solution, to increase corporate innovation efficiency by 5-10%. To remove the current 30% of industry researchers' time wasted on searching for, aggregating and cleaning data, European corporates need a Digital R&D team member who can read data, analyze content and develop insights autonomously in a secure, protected and scalable way. This has not been possible until now, but after almost 6 years of research and development and early commercialization on the forefront of Machine Learning and Natural Language Processing, we are in the right position to complete and scale a unique European innovation. Our solid traction with corporate Proof of Concept clients proves a serious market need. The Iris.ai team has a strong female CEO, a powerful co-founder team, and 20 team members across Europe, dedicated to their for-profit for-impact mission.


**Keywords:** Artificial intelligence,Applied science,Corporate innovation,R&D,Search and detection
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 impact statement for 'Circular REDesign for a Resource-efficient, Innovative, and Transformative Built Environment', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The Circular REDesign for a Resource-efficient, Innovative, and Transformative Built Environment (CRedIBlE) project aims to enable the design, adaptability, reuse, and deconstruction of buildings through a fully interoperable digital ecosystem. By integrating AI-driven decision-support tools, Digital Product Passports (DPPs), modular building components, and pre-dictive analytics, CRedIBlE provides a systematic framework for circular construction, material traceability, and lifecycle optimization. At its core, the CRedIBlE digital ecosystem will connect Building Information Modeling (BIM), Life Cycle Assessment (LCA), Digital Twin technologies, and AI-powered analytics, allowing stakeholders to make data-driven decisions on material reuse and circular renovation strategies. CRedIBlE will deliver:▪ AI-powered Decision Support System (DSS) for material reuse prediction, modular construction, and renovation planning.▪ Digital Product Passport (DPP) framework, ensuring traceability, embodied carbon tracking, and compliance with circular economy regulations.▪ BIM-LCA integration tools, allowing real-time sustainability assessment of building components.▪ A Digital Twin-based monitoring system, optimizing predictive analytics for adaptability and deconstruction.▪ Modular and disassemblable building components, promoting low-carbon and circular construction methodologies.▪ A Marketplace for secondary materials and components (HVAC, PV, solar collectors), facilitating material exchanges, refurbishment, upcycling and industry-wide circularity adoption.Additionally, CRedIBlE will introduce:▪A policy framework for integrating Digital Product Passports into EU regulations.▪AI-driven material flow simulations, optimizing deconstruction and material reuse scenarios.▪Training programs
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 'Semantically correct automatic differentiation'.

assistant: **Objectives**

Many recent advances in machine learning and computational statistics rely on algorithms that calculate derivatives. This use of derivatives has motivated the creation of domain specific modelling languages in which each program can be differentiated automatically, by the compiler. This technique is known as automatic differentiation (AD). AD is typically implemented through source-code-transformations, either directly or indirectly via operator overloading. These transformations become intricate in languages with expressive language features like algebraic data types and higher-order functions. Meanwhile, traditional calculus and differential geometry do not suffice to prove their correctness or even give them meaning, as ordinary differential geometry cannot support higher-order functions. Indeed, such formal correctness proofs have never been published.This project will use the mathematical foundations of diffeological spaces, a conservative extension of traditional differential geometry to higher-order types, to give precisely such correctness proofs. In particular, it will give appropriate source-code transformations for both the forward mode and reverse mode techniques of AD on a language with specified semantics in diffeological spaces. Next, it will prove that these source-code transformations correctly implement the canonical semantic notion of differentiation, as given by the diffeological spaces semantics. It will perform this analysis for a higher-order language with tuples and variant types. These formal descriptions and correctness proofs of AD for expressive languages will be accompanied by closely matching implementations, built on top of the Accelerate framework for purely functional GPU programming.


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

user: Write a project proposal abstract for 'Reception and Integration of Muslims in France, Quebec and English Canada' to be submitted under Seventh Framework.

assistant: **Abstract**

This project compares the experiences of Muslim minorities in three contexts: France, Quebec, and English Canada.  The objective is to assess the extent of integration of Muslim minorities in each setting, to identify key similarities and differences, to find the most important reasons for any differences, and to relate findings to previous research and public discourse in each setting.  The three-way comparison helps illuminate a number of issues of significance to current debates on immigration and multiculturalism, including the role of public attitudes, national integration ‘models’ and advantages of traditional ‘nations of immigration’ over recent European experience, and language and culture.  The theoretical framework takes account of four sets of factors: minority characteristics, mainstream attitudes and debates, institutional structures, and public policies, and draws upon inter-disciplinary perspectives.  Both quantitative and qualitative data are used.  On the quantitative side, for France the new government-mandated “Trajectories and Origins” (TeO) survey conducted in 2009 (over 21000 interviews) overcomes many limitations in existing statistics for identification of ethnic minorities.  The comparable Canadian source is the monumental “Ethnic Diversity Survey” conducted in 2002 by Statistics Canada (over 42000 interviews).  Excellent collaboration is available in use of the French data; I have already published a major book on the Canadian data.  The project also will conduct a series of specially designed focus-group sessions involving structured encounters between Muslims and non-Muslims conducted in Paris, Montreal and Toronto.  The project will be facilitated by CADIS in Paris where I build on a strong institutional foundation.  It will produce a major
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 'Perovskite triple and quadruple junction solar cells' (PERSTACK), addressing dissemination and exploitation.

assistant: **Impact**

Metal halide perovskite solar cells have advanced from an intriguing scientific discovery into a viable option for future renewable energy. Record single and tandem junction perovskite solar cells already provide power efficiencies close to 26% and 30%, respectively. The aim of this project is to achieve the next target in photovoltaic energy conversion by developing perovskite triple and quadruple junction solar cells towards efficiencies of 35% to 40% using cheap solution-processable materials and affordable technologies. This is a tremendous challenge that has not been attempted. It involves designing and making new materials and device architectures that push every single step in the conversion process close to its intrinsic limits, and eliminate any electrical and optical losses close to perfection. The project will focus on solving important hurdles to reach this ambitious goal. New perovskites will be designed by compositional engineering to create thin-film materials with optical bandgaps in the range of 1.2 to 2.3 eV. Unique spectroscopic techniques will identify the nature and location of the defects, either in the bulk or at interfaces with the charge-selective contacts, that give rise to nonradiative recombination of electrons and holes and that thereby contribute a loss of open-circuit voltage, limiting the performance. By adapting deposition conditions, using passivation strategies, and synthesizing new materials for the selective collection of electrons and holes these losses are minimized to provide optimized sub-cells in the required bandgap regions. Guided by optical modeling, monolithic triple and quadruple junction solar cells will be fabricated by stacking three or four different bandgap perovskite sub-cells in series using recombination junctions d
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 impact statement for 'Design, verification and synthesis tools for cardiac pacemaker software""', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Typical treatment for declining heart function or arrhythmias involves expensive surgical implantation of cardiac pacemakers, medical devices which stimulate the heart to beat appropriately.Currently, pacemakers do not operate at optimal conditions, resulting in limited battery life and generic functional settings for patients. Pacemaker batteries have an average life of 5-6 years, leading to frequent necessary replacements and increased mortality from the risks of surgery. Further, the ‘one size fits all’ approach to current pacemaker settings leads to inefficient pacing that can result in inadequate symptom relief and, in some cases, can damage heart muscle by over-pacing the ventricles. We propose to optimize pacemakers through developing novel software tools that generate patient-specific pacemaker device settings, resulting in (1) enhanced battery life, (2) decreased/eliminated replacement surgeries, (3) increased symptom relief, and (4) optimal pacing rates. We estimate this has the potential to save £32m for the NHS in the UK.The project arises from the results obtained in the first phase of the ERC Advanced Grant AdG-246967 VERIWARE (http://www.veriware.org/), which is concerned with sensor-enabled  software-controlled devices (so called ‘everyware’), aiming to develop quantitative modelling, verification and synthesis techniques and tools to support the design and validation of their embedded software. The key innovation is the idea of automated synthesis of optimal rates adapted to patient data. While model-based design and validation are employed in the development of pacemakers, parameter settings are largely pre-defined and not changed upon implantation. Our proposal has the potential to revolutionise the design and manufacture of pacemakers.""
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write a project proposal abstract for 'Production and characterization of biocompatible coatings' to be submitted under Sixth Framework.

assistant: **Abstract**

Program of present research activity is aimed at the production and characterization of thin films - biocompatible coatings used for biomedical applications (surgery implants). Among the methods of film deposition, Electron Beam Sputtering and Pulsed Laser Deposition are applied. Titanium is used as a substrate. Increased use of Titanium and Titanium-base alloys in medicine is occurring due to their relatively low elasticity modulus and enhanced corrosion resistance. To improve bone response and reliability of implanted device, the surface of implant is modified by coating it with various substances. Titanium Carbide films were discovered by us to be a suitable protection against oxidation giving enhanced hardness and excellent corrosion resistance of the implant.The present program is aimed at the study of other carbides (Zirconium, Hafnium, Tantalum) to be applied as coatings. Another coating material proposed by this project is calcium phosphate based bioceramics, which has close resemblance to the chemical and mineral components of teeth and bone and is used in many medical, orthopedic and dental applications. Therefore, two different classes of coatings will be studied. Complete characterization of the aforementioned films: hardness measurements, thickness measurements, SEM- EDS analysis of the film surface, X-ray Diffraction analysis of the film composition is planned to be performed.Another problem to be solved in the following: since heat treatments are used either to prepare bioceramics (synthetic apatites) or to coat metallic implant by plasma spray, the thermal stability of bioceramics is the problem of major importance. Therefore, the present work is aimed at the investigation of the high temperature properties of the synthetic apatites. For this purpose, th
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 'High intensity magnetostrictive ultrasonic transducer system for homogenization of liquid and fuel like substances' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

- - Modern Merchant Marine Ships using Heavy Fuel Oils are equipped with a very complicated and continuos (= on-line) treatment process before the final consumption of the fuel in the propulsion and power generating diesel engines. The present treatment process is based on centrifugal separators, which however are over aged both of their technical solution and performance and safety. The target of this process is to create a solution, which together with a new Magnetostrictive Ultrasonic Transducer enables the development of a new kind of a homogenising and fine filtration system. The new Transducer will be created based on a recently developed composite material TERFENOL-D, which will make possible the use of high power intensity up to 100 W/cm2 and higher with frequency range between 18-35 kHz in a continuous process within 24 hours a day. The technology which is considered in this development project will enable finer filtration for deteriorating Heavy Fuel qualities, more complete combustion in the marine diesel engines, less wearing in the engines, less sludge's (i.e. waste of water and fuel oil emulsion) and by means of a small quantity water well emulsified in the fuel, the Nox exhaust emissions will be reduced and the high thermal corrosion will be avoided in the engines.
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 'Detection of over pressure zones from seismic and well data' (1994-1998).

assistant: **Concept**

The detection and prediction of abnormal formation pressure while drilling is critical for the prevention of dangerous blowouts. Moreover, formation pressure data can be used to predict whether accumulations are commercial or non-commercial and also the type of hydrocarbon present. Experience has shown that with good seismic data, a rough estimation of formation pressure can be obtained. This project proposes an integrated approach that combines the standard prediction technique from velocity analysis with a priori geological information, basin modelling and inversion while drilling, waveform (seismic) analysis relating amplitude information to fluid pressure, and well log calibration. The area under investigation is located in the northern Viking Graben on the Norwegian continental shelf where overpressure is encountered, and where a comprehensive database of quality data will be made available for the project. In order to properly synthesise the data geological cellular models will be created, on a sub-basin scale, incorporating a variety of attributes including lithologies, porosity-permeability and seismic velocities. Models will include sedimentological and fault data, derived from well log and seismic interpretation. The solution of the problem requires a fundamental understanding of the basic rock physics of overpressured sediments. For instance, shale and sand show a completely different behaviour under pressure. Significant improvements in seismic acquisition and processing enable energy loss to be measured, leading to the correlation of low velocity and high loss zones with over-pressuring. This phase of the project will define the precise relationships between seismic velocity, anisotropy, attenuation and effective pressure for a wide range of lithologies fro