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 the specific objectives and expected outcomes for 'Foundation Model-Based Biomarker Platform  for Radiology and Clinical Trials' in the context of a Horizon Europe call.

assistant: **Objectives**

The FoundRa project is based on 2 challenges: (1) Due to aging and population growth, there is an increase in pathologies that require radiology, from diagnosis to follow-up. (2) The ambition to make personalized medicine the standard of the future requires all kinds of biomarkers.Raidium is an agile, young and ambitious French company, born from the mission of the co-founders to accelerate the application of precision medicine and relieve radiologists from their enormous workload.Raidium delivers the first scalable interactive AI platform for radiology, supporting radiologists in their work, enabling a broader group of clinicians to benefit from radiology insights, and making clinical trials faster and more cost-effective. The innovation is a multimodal foundation model (FM) that uses self-supervised learning based on unlabeled data, creating scalable biomarkers; unlike current offerings where biomarker-generating AI can only target one segment, due to the time- and cost-consuming effort of supervised learning based on manually labeled data. The human-centric platform offers an intelligent interactive and intuitive human-machine interface that can be trained by the radiologist, leveraging their experience while performing automatic segmentation, annotation and analytical tasks, providing reports and decision support.Radium's beachhead market is to be an AI-enabled contract research organization for pharmaceutical companies, providing strategic AI-generated biomarkers. Radium's ultimate market is to provide an AI radiology platform as a Software as a Service (SaaS) to radiologists and clinical researchers in hospitals and pharma.With the support from EIC, we will train our FM, integrate it into our platform, and accelerate the creation of AI-based biomarkers. This initi
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 'Laboratoire pour l'utilisation du rayonnement electromagnétique (LURE)' (LURE).

assistant: **Innovation**

Description:LURE is one of the biggest European facilities dedicated to the use of Synchrotron Radiation (SR). It has two storage rings using positrons. A linear accelerator feeds both the DCI and SUPER ACO storage rings. The former produces X rays in the energy range of 2 to 50 KeV, with hard X rays provided by a super conducting wiggler. The latter produces radiation in the range from far infrared to soft Xrays (5 KeV). Some 40 experimental stations, 20 on each ring, can be operated simultaneously. Most SR applications are possible, but there is special emphasis on molecular and atomic physics, surface, sciences, absorption spectroscopy, diffraction and biology. A special feature of LURE is the important use of the time-structure (SUPER-ACO operates 50% of the beam time in the 2 bunches mode). The storage rings operate 5 days per week on SUPER ACO and DCI, totalling 171 runs on SUPER ACO and 175 runs on DCI per year.Application:Call for Proposals are published in Synchrotron radiation news" and in the "European Physical Journal B". Scientific experiment proposals are selected once per year by peer review panels (named Programm Committees by LURE). Deadline for submission of proposals is usually end of November of each year. More information can be obtained from : LURE Scientific Secretary - email : projets@lure.u-psud.frProject Manager:Robert Comes, LURE Centre Universitaire Paris-Sud, Bat. 209 D, Orsay 91898, B.P. 34FranceTel: +33-1-64468001Fax: +33-1-64464102E-Mail: Comes@lure.u-psud.fr"
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 'innovative MachIne leaRning to constrain Aerosol-cloud CLimate Impacts (iMIRACLI)' (2014-2020) under Horizon 2020.

assistant: **Objectives**

Climate change is one of the most urgent problems facing mankind. Implementation of the Paris climate agreement relies on robust scientific evidence. Yet, the uncertainty of non-greenhouse gas forcing associated with aerosol-cloud interactions limits our constraints on climate sensitivity. Radically new ideas are required.  While the majority of forcing estimates are model based, model uncertainties remain too large to achieve the required uncertainty reductions. The quantification of aerosol cloud climate interactions in Earth Observations is thus one of the major challenges of climate science. Progress has been hampered by the difficulty to disentangle aerosol effects on clouds and climate from their covariability with confounding factors, limitations in remote sensing, very low signal-to-noise ratios as well as computationally, due to the scale of the big (>100Tb) datasets and their heterogeneity. Such big data challenges are not unique to climate science but occur across a wide range of data science applications. Innovative techniques developed by the AI and machine learning community show huge potential but have not yet found their way into climate sciences – and climate scientists are currently not trained to capitalise on these advances.  The central hypothesis of IMIRACLI is that merging machine learning and climate science will provide a breakthrough in the exploration of existing datasets, and hence advance our understanding of aerosol-cloud forcing and climate sensitivity. Its innovative training plan will match each ESR with supervisors from climate and data sciences as well as a non-academic advisor and secondment and provide them with state-of-the-art data and climate science training. Partners from the non-academic sector will be closely involved in each
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 'Focused Ultrasound Therapy Using Robotic Approaches' to be submitted under Seventh Framework.

assistant: **Abstract**

Focused Ultrasound Therapy Using Robotic Approaches (FUTURA) aims at creating an innovative multi-robotic platform for non-invasive interventions. The project addresses all specific issues necessary for a concrete and effective transfer of robotic technologies into operating rooms. The robotic platform is expected to operate in an unstructured and extremely critical environment; perception capabilities and understanding will be augmented by merging external sensors and internal control strategies. FUTURA will address explicitly the topics of the call, including robot co-operation and collaboration, and robot interaction both with medical doctors and patients.\nFocused Ultrasound Surgery (FUS) is the ideal benchmark for FUTURA. While its medical effectiveness has been already demonstrated, limitations in accuracy, precision, repeatability and a strong reliance on medical skills hamper its spread diffusion into routine clinical applications.\nFUTURA will address all these issues by integrating cognitive processes in the operational workflow, all blended with state-of-the-art, flexible and safe instruments and techniques for therapy planning, delivery and monitoring.\nThe Consortium ensures that all the required capabilities are fully covered; its structure has been chosen to be a nice blend of excellent universities and solid and highly motivated SMEs, already active in the field of innovative therapy solutions or desiring to enlarge their market potential in high added-value fields.\nFUTURA efforts will contribute to maintain the EU leadership in high-impact and high-level research. Expected results aim at setting in constantly growing market niches, such as robotic surgery, ultrasound ablators and image guided therapy.
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 'Multi-resolution Fracture Models for High-strength Steels: Fully Ductile Fracture to Quasi-cleavage Failure in Hydrogen Environment' (FraMoS).

assistant: **Concept**

Recent advances in Computational Mechanics are towards the development of predictive tools that can accelerate the 'Materials Development Cycle' by unraveling the linkage between macroscopic properties and microstructure. The availability of 3D tomographic tools and the era of Exascale computing have initiated the quest to develop stronger, tougher and more durable alloys by employing 'virtual predictions' in lieu of expensive destructive testing. However, our lack of understanding of the 'structure-toughness’ relations is one of the main bottlenecks in this pursuit. Moreover, the uptake of some of these new alloys (TRIP, TWIP etc) is hampered by the concerns of hydrogen (H) induced cracking. Existing models have limitations in describing the role of microstructural heterogeneities on mechanisms of fracture in HSS. The proposed research will develop high fidelity continuum models to cover the entire spectrum of mechanisms from fully ductile fracture to quasi-cleavage failure of HSS in H-environment. Among the various mechanisms of H-assisted cracking, hydrogen embrittlement (HE) is one of the most devastating, yet least understood, mechanism of failure in HSS. In this work, realistic models of void nucleation accounting for the dislocations interactions with the second phase particles will be developed. The proposed models of void growth and coalescence will incorporate the microstructural length scales, thus, eliminating the deficiencies of the existing 'damage models'. The micromechanical models of HE developed in this work will incorporate the influence of hydrogen on the initiation and propagation of microcracks leading to complete failure. These models will be integrated with the most advanced models of H-diffusion and trapping (being developed at Oxford) to descri
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 'Investigation of Spin, Charge and Lattice Coupling Effects in Van der Waals Crystals in an electron microscope' (SCALE-ICE), addressing dissemination and exploitation.

assistant: **Impact**

Lattice structures are ubiquitous in nature, which determine diverse physical and chemical properties of materials. Exploring and controlling crystal structures is a central task of material engineering. Lattice phase transition is considered as a significant approach to manipulate and control functionalities, and thus, understanding the underlying mechanism of phase transition is a basic premise and guarantee for technological applications. A fundamental understanding of the cooperative interplay between charge, spin, orbital and lattice is required to manipulate this process. The emergence of magnetic Van der Waals (vdW) crystals opened up new horizons for engineering phase transition with magnetic orders together beyond the reach of existing materials. Traditional investigation of magnetic phase transition requires neutron diffraction, which requires nuclear reactor to generate neutrons. In this project, I propose to use three-dimensional electron diffraction (3DED) to study the 3D magnetic orderings, which will serve as a complimentary method to neutron diffraction. I will also study the dynamical behaviour of magnetic ordering in vdW crystals under different electric bias conditions. In addition, I will study the 3D magnetic field distribution at the interface of heterostructures constructed by vdW crystals. I will develop continuous fast holographic tomography (CFHT) with much lower dose and higher speed compared to traditional step-wise tomography. I will also apply a special 3D reconstruction algorithm to reveal and visualize the 3D magnetic field at the heterostructure interface. The outputs of this project will provide insight into the synergy effects of charge, spin and lattice in magnetic materials and greatly facilitate the discovery of novel magnetic mater
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 'Global Value Chains as an Emerging Challenge for National and European RTD Policies' to be submitted under Seventh Framework.

assistant: **Abstract**

Private enterprises operate increasingly through and within global value chains (GVCs). This affects not only the spatial distribution of production activities. The research strategies of firms are changing too and research linkages are also globalizing, and this change is further reinforced as more and more firms adopt strategies of “open innovation”. As a consequence, firms’ original locations and (national) research partners easily lose importance as the role of global networking partners grows. This has consequences – now, and increasingly in the future we believe – for national research and technological development (RTD) policies in Europe. The impacts of RTD measures are less easily detectable. The gains from RTD executed by or for enterprises are less transparent, more indirect. The benefits of direct (national) public financial RTD support may gravitate to other locations and markets than originally intended or desired. The key question for policy makers in Europe is whether and how RTD support policies can be designed and executed in relation to players in GVCs in order to get a sufficient and best possible return for the public money invested GLOVAL will address this question by examining good policy practice and seeking to offer RTD policymakers practical tools for appraising public RTD investments in cases with a significant GVC dimension.
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 'Feasibility Study for Coordination of National Cancer Research Activities' will create measurable scientific, societal and economic impact aligned with Sixth Framework.

assistant: **Impact**

A key issue remains how effective coordination of Cancer Research in Europe can see the European Union (EU) benefit from the advantage of scale which its population provides. Cancer research in the EU is fragmented and frequently duplicative. Resources are wasted and implementation of closer cooperation to develop a strategy for Cancer Research by the Member States would clearly be cost-efficient and hasten the development of major advances and their delivery to the population. Barriers to collaboration in cancer research need to be identified and ways sought to encourage the development of collaborations in the Member States.The proposed SSA will be the largest consultation conducted in the EU. It will involve representatives from a wide range of scientifi c and management disciplines. Based on an overview of cancer research, objectives of the SSA will be to define existing needs, to identify fields and research topics where lack of coordination is particularly detrimental for progress of knowledge and quali ty of care, to identify potential benefits and added value of coordination initiatives and to address their feasibility. It will explore possibilities to address issues of coordination of Cancer Research in Europe, and the suitability of the various suppor t schemes available, including Article 169 of the Treaty. A Scientific Committee will coordinate the SSA. Working Parties will be established and charged with a specific Work Package. The SC will analyse the reports generated to identify common resources to optimize the best way forward, to determine priorities for inter- and intra-disciplinary cancer research in Europe, and to integrate the ideas into a common strategic document. The SSA will make recommendations for cancer research in the EU including id entify
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 'Age-dependent inflammatory responses after stroke'.

assistant: **Objectives**

Problem: Ageing is associated with alterations of gene activities modulating the inflammatory and immune response. Stroke is a common health problem in the European Community and the leading cause of severe long-term disability. Inflammatory reactions within the brain as well as a systemic immune response are assumed to influence the outcome after stroke.Hypothesis: The extent and the progression of the immune response after stroke is altered in elderly patients. The age-dependent inflammatory reaction is a major determinant of the outcome after stroke.Aims: The age-dependent inflammatory reaction in brain following stroke will be characterised by functional genomics and proteomics in the ARGES-project. Furthermore, systemic markers of the inflammator y response after stroke will be identified in circulating leukocytes, which will serve as clinical indicators for potential therapeutical interventions. In addition to the genome-wide approach, we will specifically analyse the functional impact of a pre-selected pathway, the sphingomyelin-ceramide-cycle, considered to be critically involved in stroke-induced destructive processes.Significance: The project will substantially contribute to our understanding of the age-dependence of the inflammatory react ion following stroke, which has as yet not been sufficiently investigated. We expect that ARGES will deliver indicators for therapeutical interventions whose application may considerable improve the outcome after stroke. We thus will make a significant contribution to basic scientific knowledge, therapy and diagnostics of stroke.
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 'CRIPTO: Cryptography Research Involving Practical and Theoretical Outlooks' (CRIPTO).

assistant: **Innovation**

In this project I will investigate four interrelated topics in cryptography from both a theoretical and practical perspective. Each topic is chosen such that it not only provides a testing ground for more general ideas, but it also is grounded in specific examples which can help guide the general principles. Each topic has the potential to make dramatic advances, both on the subject of cryptography itself and how it is used and deployed in the real world.We will be investigating application domains as diverse as cloud computing, electronic voting, protocols for trusted computing and privacy preserving methodologies. Each topic will be tackled however with common tools of provable security, and testing via implementation. In addition we aim to extend the tool box of techniques available to the cryptographer in terms of analysis and development methodologies, by being guided by the above application domains.This research will have a transformative affect on the subject of cryptography and how it is deployed in the real world. We aim to demonstrate that previous “blue-skies” research can have direct practical benefit in applications, by researching in a pipeline of theory-to-practice. In addition we aim to feed back the practical knowledge learned into new theoretical models which capture more realistically the scenarios faced in practice, thus making the pipeline two-way.Finally, the proposal builds on a wealth of knowledge and experience built up at Bristol over the last ten years in these explicit sub-areas. My group at Bristol is not only the best place to execute this ambitious programme of work, but, due to the unique combination of theoretical and practical perspectives we offer, possibly the only place capable of working on these interrelated fronts.
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 Fifth Framework proposal for the project 'Organization of the first workshop of the cluster impacts'.

assistant: **Objectives**

This proposal is done for the organization of the workshop IMPACTS. This workshop will provide scientific exchanges and discussions between the partners of 18projects funded by the EU (EESD) and linked in the CLUSTER IMPACTS. This workshop will be the first international meeting of this CLUSTER. It is proposed in order to develop links, exchanges and scientific cooperation between complementary projects. This workshop will be held in the city of Pau (France) from the 10th to the 12th of September 2001, and coordinated by Prof.P.Caumette who is the leader of one of the linked projects in the CLUSTER.