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: Explain the overall concept, methodology and approach for the project 'Machine Learning for Computational Dynamics' (MALCOD).

assistant: **Concept**

The proposed research aims to establish groundbreaking new methods for the numerical analysis of dynamical systems by using tools from the field of machine learning. The intersection of the fields of machine learning and computational dynamics is largely unexplored, and this proposal aims at the first systematic development of a unified theory, with a view to applying the ideas to problems in the commercial and energy sectors. Recent results by the applicant in set approximation for control systems demonstrate the power of this approach, the results of which significantly improve on the current state-of-the-art methods for set approximation. This approach is based on a functional analytic framework frequently exploited in modern machine learning methods: the reproducing kernel Hilbert space (RKHS). Algorithms are designed to seek functions in the RKHS that characterise important dynamical properties of the system. This highly interdisciplinary research programme will develop a powerful and unified approach to create new algorithms that can either use input data generated from the evolution equations (if they are available) or measured data obtained directly from applications.The host institution PIK is a transdisciplinary host institution focused on climate modeling and sustainability. The tools developed during the course of the fellowship will be applied to the problem of basin stability and synchronisation of power grid networks. This proposal also includes two secondment phases to be spent at the non-academic partner organisation Ambrosys GmbH (AMB). There, the applicant will apply the research results to problems in image rendering in movies and turbulent flow across aerofoils, which are commercial applications already studied at AMB. The applicant will benefit fro
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 'Innovation services for enhancement innovation SMEs capacities in Madrid region' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

“Innovation services for SMEs innovation capacities enhancement in Madrid Region- INNMADRIMASD 2” is a proposal addressing the topic ‘Enhancing SME innovation capacity by providing better innovation support “under Horizon 2020. INNMADRIMASD 2 will provide innovation services to SMEs in Madrid through the Enterprise Europe Network as a suitable structure to provide in depth support services to SMEs in the area of innovation management. Furthermore, beneficiaries of the SME Instrument under Horizon 2020 will be entitled to receive specific targeted support from the Enterprise Europe Network to support coaching assignments addressing specific innovation weaknesses for Madrid based SMEs.


**Keywords:** innovation services, SME instrument, coaching, innovation support, Enterprise Europe Network
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'Cultural heritage and immersive technologies for innovation forge'.

assistant: **Concept**

The main goal of HERIFORGE is to develop a network of three interconnected place-based ecosystems in Poland, Cyprus and Turkey providing an excellent R&I environment for innovation in the cultural heritage and creative industries with the responsible use of extended reality (XR) technologies and digital cultural heritage assets for the benefit of social resilience.The HERIFORGE project harnesses the expertise of three excellence hubs on XR technologies, advanced IT and digital humanities infrastructures as well as cultural heritage resources to provide an interregional ecosystem of innovation. These hubs epitomise the quadruple helix model, integrating academic institutions, businesses, public authorities, and societal actors within their ecosystems, in a bid to foster a real place-based innovation culture based on a strategic agenda and in line with regional or national smart specialisation strategies. Within the project, these individual ecosystems will be transformed into the HERIFORGE Hubs Network.The project results in five key results including critical for the establishment of the innovation ecosystem, including strategic impact package, the fully operational HERIFORGE Hubs Network, XR-driven prototypes and services, guidelines for building human-centric and trustworthy innovation ecosystemsas well as Data Orchestration Platform.


**Keywords:** cultural heritage, extended reality, virtual worlds, social resilience, hubs network
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 'Beyond Precision Cosmology:  dealing with Systematic Errors' (BePreSysE).

assistant: **Concept**

Over the past 20 years cosmology has made the transition to a precision science: the standard cosmological model has been established and its parameters are now measured with unprecedented precision. But precision is not enough: accuracy is also crucial. Accuracy accounts for systematic errors which can be both on the observational and on the theory/modelling side (and everywhere in between). While there is a well-defined and developed framework for treating statistical errors, there is no established approach for systematic errors. The next decade will see the era of large surveys; a large coordinated effort of the scientific community in the field is on-going to map the cosmos producing an exponentially growing amount of data. This will shrink the statistical errors, making mitigation and control of systematics of the utmost importance. While there are isolated and targeted efforts to quantify systematic errors and propagate them through all the way to the final results, there is no well-established, self-consistent methodology. To go beyond precision cosmology and reap the benefits of the forthcoming observational program, a systematic approach to systematics is needed. Systematics should be interpreted in the most general sense as shifts between the recovered measured values and true values of physical quantities. I propose to develop a comprehensive approach to tackle systematic errors with the goal to uncover and quantify otherwise unknown differences between the interpretation of a measurement and reality. This will require  to  fully develop, combine and systematize all approaches proposed so far (many pioneered by the PI), develop new ones to fill the gaps, study and explore their interplay and finally test and validate the procedure. Beyond Precision Cosmology
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 'New Generation Solid Oxide Fuel Cells' (NewGenSOFC) targeting Seventh Framework.

assistant: **Abstract**

This project combines sector-leading partners from clean energy projects to achieve allied goals. The project fosters cooperation between SOFC technologists, ceramic manufacturers and fuel cell academicians, to establish new ceramic fuel cell manufacturing capability in Europe for sustainable home energy solutions. It will validate the technical, social and commercial prospects of specific fuel cell products. The strategic long-term vision for the partners is to innovate and commercialise low-cost SOFCs for household energy generation, based on patented designs, integrated systems and prototypes developed in other EC, UK and TR projects. We envisage CHP systems will replace household boilers in a transition towards a hydrogen economy, and very early prototypes are already being ordered at very high cost (e.g. Eon and CFCL; http://www.cfcl.com.au/Assets/Files/20111128-JTI_and_E.ON_order.pdf). This NewGenSOFC proposal builds on a previous IAPP project (RAPITSOFCs; 2006-8 in Turkey), and runs in parallel with several large collaborative FCH JU projects begun in Europe in 2011 to build prototypes based on microtubular solid oxide fuel cell (mSOFC) technology.The overall aim of this project is to achieve low-cost engineering solutions for SOFC technology with collaboration between a ceramic fuel cell producer SME (Adelan), a giant ceramics manufacturer OEM (Kale), and academic researchers (Gebze Higher Institute of Technology and the University of Birmingham). We believe this project creates unique scientific, engineering and commercial synergies between European Partners with complementary skill-sets. It is critical to securing the European supply chain of ceramic SOFC, diversifying supply from expensive and inferior suppliers. To support a growth industry, we will support
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 'Data acquisition techniques and multiscale geophysical variability' (1994-1998).

assistant: **Innovation**

Geophysical fields can be characterized by an extreme variability over a wide range of scales. One way of studying this variability is the multifractal /multiscaling approach which describes it on all scales and all intensities. In this theoretical framework we propose to study the important question of measurements, which are obtained averaging the field at a given scale. Several problems, which are not completely solved yet, arise when we want to understand the relationship between scales and instruments: the resolution dependence of instrumental data; the relations between time average at a given location and space average at a given time; and also the influence of a network of measurements on the data. These questions will be studied in a statistical framework, and the theoretical hypothesis and derivations will be validated and tested on the numerous geophysical data series which are already available concerning temperature, rain, wind velocity and pressure fields.
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 'High-Dimensional Phenomena and Convexity' (DIMENSION).

assistant: **Innovation**

High-dimensional problems with a geometric flavor appear in quite a few branches of mathematics, mathematical physics and theoretical computer science.  A priori, one would think that the diversity and the rapid increase of the number of configurations would make it impossible to formulate general, interesting theorems that apply to large classes of high-dimensional geometric objects. The underlying theme of the proposed project is that the contrary is often true. Mathematical developments of the last decades indicate that high dimensionality, when viewed correctly, may create remarkable order and simplicity, rather than complication. For example, Dvoretzky's theorem demonstrates that any high-dimensional convex body has nearly-Euclidean sections of a high dimension. Another example is the central limit theorem for convex bodies due to the PI, according to which any high-dimensional convex body has approximately Gaussian marginals. There are a number of strong motifs in high-dimensional geometry, such as the concentration of measure, which seem to compensate for the vast amount of different possibilities. Convexity is one of the ways in which to harness these motifs and thereby formulate clean, non-trivial theorems. The scientific goals of the project are to develop new methods for the study of convexity in high dimensions beyond the concentration of measure, to explore emerging connections with other fields of mathematics, and to solve the outstanding problems related to the distribution of volume in high-dimensional convex sets.
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 'Development of sophisticated dendrimeric nanostructural materials with potential applications in drug allergy diagnosis: Towards immunoassays and cellular tests (basophil activation tests)'.

assistant: **Innovation**

Nowadays drug allergy is considered a major public health problem in developed countries. Its correct diagnosis is very important for the adequate prescription of drugs to avoid risks for the patient. However, the adequate diagnosis is in certain cases difficult to address. This research aims at the development of sophisticated nanostructural materials with potential applications in drug allergy diagnosis. To this, the study will first focus on the identification of drug antigenic determinants still unknown by using different drug models as those derived from diclofenac and clavulanic acid, by a synthetic strategy to the hypothesized molecules and subsequent clinical evaluation. Secondly we propose the design of dendritic molecules displaying multiple presentations of relevant drug antigenic determinants. The determinants identified in the objective above and others already known as amoxicillin, will be coupled to the periphery of dendrimers and/or dendrons with the adequate methodology. The molecular recognition of these structures by specific IgE antibodies will be evaluated by radioimmunoassays, and performances in the structures will be carried out up to reach an optimal recognition. The final well-recognized structures will be anchored onto a solid phase with the aim of developing drug allergy diagnostic kits, to use in a routine clinical practice. Other approaches towards the study of the optimal distance in crosslink-IgE to produce the basophil activation will also be addressed in order to increase the sensitivity of this test. Biocompatible dendrimer as scaffolds, click chemistry methodologies, solid phases, organic chemical design will be used for the development of this project, with an important support of clinical evaluation and a biobank with patients sera.
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 'Accelerator Research and Innovation for European Science and Society' under Horizon 2020.

assistant: **Concept**

Particle accelerators are essential tools for delivering excellence in many scientific fields and are widely used in industrial, healthcare and other applications. The demand of pushing further their scientific reach and of reinforcing their impact on society results in new challenges that must be addressed in the years to come: existing infrastructures are stretched to all performance frontiers, several world-class accelerator-based facilities on the ESFRI roadmap are under construction, and strategic decisions are needed for future accelerator facilities, to be realised on a global scale. To address these challenges, ARIES brings together a consortium of 41 beneficiaries from 18 countries: accelerator laboratories, technology institutes, universities and industrial partners to jointly address common challenges for the benefit of a number of projects and infrastructures in high-energy physics, as well as in photon and neutron science. By promoting complementary expertise, cross-disciplinary cooperation and a wider sharing of knowledge and technologies throughout academia and industry, ARIES will enhance the science and technology base for European accelerators. The main goals of ARIES are linked to developing and demonstrating novel concepts and further improving existing accelerator technologies, providing European researchers and industry with access to top-class accelerator research and test infrastructures, enlarging and further integrating the accelerator community in Europe, and developing a joint strategy towards sustainable accelerator S&T. ARIES comprises a strong industrial participation with 7 industrial partners, including two SMEs and one association. Innovation will be fostered by joint co-development programmes with industry, by supporting innovative tec
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 'Regulation of the Fe-S biogenesis in the face of stress: dynamics and involvement of new sRNAs' (FESREG).

assistant: **Innovation**

Iron-Sulfur (Fe-S) cofactors containing proteins are key players in a plethora of biological pathways. Despite their essential roles, and because of the vulnerability of Fe/S cofactors, these proteins are not only highly prone to stress induced damage but also are internal “stress inducers” themselves as they can release free Fe2+ which produces toxic radicals by reacting with oxygen. Cells have thus designed multiple intricate ways to maintain Fe-S proteins integrity and to avoid Fe-S proteins to become the Achilles’ heel of the cell. A major stress defense mechanism is the fine control of Fe/S biogenesis under stress conditions. Remarkably, the model bacterium E. coli has the two most conserved Fe-S biogenesis systems, Isc and Suf that share biochemical features, yet differ under many structural and genetic aspects. E. coli thus constitutes an ideal model for the study of Fe-S biogenesis. The main focus of my project is to understand the mechanisms underlying the control of Fe-S biogenesis under stress in E. coli. To do so, this project takes advantage of technological advances to look at the dynamics of Fe-S biogenesis in the face of stress conditions. In addition, preliminary data I gathered during my post-doctoral training strongly suggest that the ensemble of Fe-S biogenesis system is regulated by small regulatory RNAs (sRNAs). In the last decade, sRNAs have emerged as major players in the control of gene expression in all kingdoms of life. Thus, an important part of this project will be devoted to identifying and characterizing the sRNAs regulating Fe-S biogenesis in response to stress. This discovery is unprecedented and could lead to a major breakthrough. The project presented herein thus constitutes an innovative and ambitious study that sits at the crossroad
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 'European Control Conference 2001' under Fifth Framework.

assistant: **Concept**

The European Control Conferences are a well-established and highly respected series of conferences on Control and are held every other year in different European countries. Like in previous conferences of this series, the main aim of the European Control Conference 2001 is to stimulate the contact between active researchers in the academic world and in industrial development in the area of advanced control strategies and to promote scientific exchange within the European Community and between Europe and the rest of the world. The conference focuses is systems and control, in particular on automatic control. Control Systems has a decisive relevance in the growth of leading technologies and is a systems discipline that transcends the traditional boundaries of mathematics, mechanical, chemical and electric engineering.In support of an enhanced industrial involvement of control and to the mutual benefit of both academia and industry the ECC2001 will promote topic of industrial relevance. The conference will include workshops, mini-courses, plenary and semi-plenary lectures, parallel sessions as well as round tables and discussion sessions. It is required that this conference will be an event of high scientific level. The selection of the work to be presented at this conference will then be strict. It is expected that highly reputed and well established scientists, whose scientific contributions have had major impact in systems and control will give plenary and semi-plenary lectures. As a forum of discussion of scientific issues the ECC2001 is a remarkable opportunities for researchers, in particular for young researchers, whose participation is highly encouraged, to get acquainted with the most recent developments in the field.ftp://ftp.cordis.lu/pub/improving/docs/HPCF-200