RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'High density scalable optically interconnected Tb/s Board' (Teraboard), addressing dissemination and exploitation.

assistant: **Impact**

Optical communications are becoming always more relevant because of the continuous growth of the requiested bandwidth. In the last decade we assisted a continuous growing of transport and metro netwotks, presently the bottleneck is in the processing of the huge amount of data constituted by the growing number of users, the capacity of the content that is exchanged and the convergence of Telecom and Datacom. This accumulation of data are elaborated and redirected within data centers with a continuous growing of traffic congestion. The continuous growth of traffic require therefore a roadmap of bandwidth density growth that necessarily has to be scalable on the timeframe of several years. To this point photonics plays a crucial role that is always more pervasive. However a major limiting factor is also arising from the energy cost and latency accumulated by the need of aggregation to route signals. To limitate this effect is necessary to make possible data exchange and processing without or with limited aggregation. Teraboard project consists in developing a full intra data center photonic platform for intraboard, intrarack and intra data center optical communications. The Teraboard interconnection platform will be based on ultra-high density and scalable bandwidth optical interconnectivity with low insertion loss and a target of lowest energy cost per channel of 2.5pJ/bit and a manufacturing cost of 0.1$/Gb/s in volumes. These target values are 10x reduction respect to commercial state of the art. Teraboard demonstrates: 1) passive, scalable, 3D inter processor interconnection layer, 2) novel WDM optical connector to plug the fiber ribbons directly onto the transceiver chip, 3) intraboard transceiver bank with high density bandwidth of 7Tb/s/cm2.  Single wavelength laser
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 'TexTOM - X-ray texture tomography as a tool to enable, multi-scale, in-situ imaging of the enthesis, a biological hinge between bone and tendon' to be submitted under Horizon Europe.

assistant: **Abstract**

Hierarchical structures are signature elements of many biological and technical materials. The orientational distribution of their crystalline constituents (the crystallographic texture) is important for their mechanical properties. Resolving the local structure and orientation spatially while keeping a large field of view is an unsolved problem. I will solve this by introducing texture tomography, a new 3D x-ray diffraction imaging method, the core of the TexTOM project. It will enable to study the enthesis, the biological connection between tendon and bone, and by in-situ deformation and micromechanical modelling, couple its hierarchical structure with the mechanical behaviour. I will use the brilliance gain of 4th generation synchrotrons to develop texture tomography as a tool to image complex crystallographic textures in 3D and overcome the spatial resolution barriers of current approaches. I will develop the reconstruction approach for the crystallographic texture and use it to image the whole enthesis structure with 100nm spatial resolution and, with high energy x-rays, image the enthesis structure during in-situ tensile deformation with µm resolution at several load steps. The unique combination of 3D texture information and loading will allow to build a micromechanical enthesis model. The novelty lies in the structural 3D characterization of the enthesis under deformation. This is enabled by the development of texture tomography to reconstruct the 3D textures, which will be useful for many other scientific problems. I will build an accurate micromechanical enthesis model and this will shed light on the unknown load transfer mechanism in the enthesis on the nano- and crystal level.The flexible, open-source approach of TexTOM will ensure adaptation for new users a
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 'Innovative solution for FMS computed trajectories validation by means of pilot actions emulation, comparison with PANS-OPS criteria and data mining techniques.' (FIVER), addressing dissemination and exploitation.

assistant: **Impact**

This proposal combines the skills of CGX AERO in procedure design, cartography and aeronautical software development with the expertise of SCALIAN EUROGICIEL in big data and data mining techniques to set up an innovative platform for a new philosophy of FMS trajectories validation.The consortium proposes to address first a larger scale of trajectories testing by gathering reference trajectories, directly issued from procedure designers and validated by the customers as well as providing scripts emulating pilot actions (virtual crew module), resulting in the generation of a large number of computed trajectories. CGX AERO's expertise in procedure design will allow finding out the right moments during the flight and the right places along the flight procedures where to insert the perfect and unexpected/imperfect actions from the crew, to obtain the most relevant panel of trajectories.To address the comparison between a FMS computed trajectory and a theoretical trajectory, a set of algorithms based on procedure Ground Validation (data integrity, business rules verification, ARINC 424 coding rules, 4D simulation, obstacle assessment) and on-the-fly computation of PANS-OPS Protection Areas will be defined. This will ensure finding the correct threshold beyond which an outlier comes from a procedure design issue instead of a FMS computation issue.SCALIAN EUROGICIEL's expertise in big data and data mining techniques will allow setting up a data warehouse, with data analytics tools in order to run and store the results of the millions of trajectory comparisons that will be performed.
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 'Genomic approach to study the regulation and manipulation of energy-converting processes in model photosynthetic organisms'.

assistant: **Objectives**

Life on earth depends on energy-converting processes between different biological sources. The primary and most important of these mechanisms is the conversion of solar into chemical energy that occurs in the vegetal kingdom. The aim of this project is to study basic regulatory signals in the energy-converting mechanisms of photosynthetic organisms employing state-of-the-art genomic and proteomictechniques having in mind its possible applicability. My plan of research is to study the regulation of proteins involved in photosynthetic and respiratory redo mechanisms that ultimately convert solar energy into high-energy phosphate bonds. A preliminary survey of the model plant species Arabidopsisthaliana has shown the presence of several is forms of pyrophosphates, glyceraldehydes-3-phosphatedehydrogenases, polyphosphates and other pip-dependent enzymes such as UDP-glucosepyrophosphorylase. Our plan is to study the expression of this genes at the RNA level, identifying expression patterns, and possible regulation by light, stress or circadian rhythms. At the same time, survey on T-DNA mutant collections will provide mutants in some of the genes that codify these enzymes and they will be tested for any phenotype associated to the above-referred patterns. Application of new high throughput genomic cloning techniques will allow the over expression of the proteins, fusion to cellular markers (GFP, LUC, GUS) and other tags to investigate their expression and regulation. Promoter analysis and yeast-one-hybrid experiments will also help to identify key-regulators of the processes which can then be manipulated to obtain better resource specimens. Our familiarity with another economically important model species, rice, will allow the application of these results to this regionally i
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 'Virtual Reality and AI for Real-Time Clinical Decision Support  and Intracranial Aneurysm Risk Prediction' (VRAI-CURE).

assistant: **Concept**

Intracranial aneurysms (IAs) pose a severe neurovascular threat, with rupture leading toIntracranial aneurysms (IAs) pose a severe neurovascular threat, with rupture leading to life-threatening complications. Current treatment planning relies on static imaging and computational fluid dynamics, which are computationally expensive and lack real-time clinical integration. Clinicians face uncertainty in selecting optimal intervention strategies, increasing procedural risks and costs. VRAI-CURE proposes an AI-driven clinical decision support system that combines Physics-Constrained Graph Neural Networks for real-time hemodynamic simulation and immersive Virtual Reality (VR) visualization. This system enables instantaneous, patient-specific blood flow predictions, transforming clinical workflows by providing neurovascular specialists with actionable insights for treatment planning. Unlike conventional simulation or imaging methods, the proposed AI-based approach is computationally efficient, self-improving with each new patient case, and seamlessly integrates into standard imaging workflows (MRI, CT, angiography). By delivering an interactive VR-based visualization of blood flow dynamics, VRAI-CURE enhances clinical understanding of aneurysm behavior and treatment effects, facilitating personalized decision-making. Our preliminary validation demonstrates superior accuracy and efficiency compared to existing techniques, addressing a significant gap in neurovascular intervention. With the VR healthcare market projected to reach $40 billion by 2032, the transformative potential extends beyond neurovascular medicine, offering a cutting-edge solution in a rapidly expanding sector. This project aims to advance to TRL 6, developing a certified clinical prototype ready for industrial
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 'Diode lasers in material processing' (DILAMP), addressing dissemination and exploitation.

assistant: **Impact**

The improving characteristics of power, efficiency, wavelength, intensity and quality of CO2 and Nd:YAG sources have continuously widened the range of the cost/effective utilisation of the technology to manufacturing. The number of applications of laser to welding and surface treatments albeit growing remains rather restricted for the time being. To enable the widespread use of efficient automated laser material processing systems in manufacturing it is necessary for the cost and size of laser systems to go down and for the efficiency and reliability to go up. High power diode lasers (HPDL) offer the potential for this to happen in a major way. Compared to traditional sources HPDL are advantageous in terms of efficiency, maintenance and output power modularity. A further advantage which concern the previous processes lies in the higher absorption at metallic surfaces compared to CO2 and even Nd:YAG lasers. Their compact size and the rapidly decreasing costs (possibly aiming towards $10/watt) are likely to make HPDL achieve a major breakthrough in industrial applications. For this to happen one has to overcome their critical limit, which is the low beam quality. With the currently available HPDL sources it is difficult to obtain a small spot sizes and with such spot sizes only a few of the considered processes can be carried out, all are slowed down. The goal of the project therefore is to develop a new laser source of suitable output power (3 kW), brightness and efficiency such as to provide enough power intensity to support the above processes in a cost effective way. The new device will then be applied to these processes with the purpose of qualifying both the source and the processes. It is hoped by this approach to accelerate the diffusion of the technology. Prelimi
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 'The impact of DEmographic Changes on Infectious DisEases transmission and control in middle/low income countries' (DECIDE).

assistant: **Innovation**

Population structure and change and social contact patterns are major determinants of the observed epidemiology of infectious diseases, including the consequences on health. Demographic structure and the components of demographic dynamics are changing over time and substantially differ within countries and most critically between countries. However, some of the overall consequences of demographic changes remain unclear, though urbanisation and fertility decline will certainly have a profound impact on social structures, family composition and, as a consequence, on disease spread and on the identification of effective public health measures.DECIDE will explore the following questions:1. What are the major short- and medium-term impacts of demographic changes on the patterns of infectious disease (morbidity and mortality)?2. How are these demographic changes affecting contact patterns that are of fundamental importance to the spread of infectious diseases? Are there new and different modes of transmission within and between populations?3. What are the implications of demographic changes for infection control strategies? What is the interplay between demographic changes and public health policies in shaping future trajectories of infectious diseases?In order to answer these questions, DECIDE will use the following strategy: analyse harmonised demographic and health survey data (DHS), and health and demographic surveillance system data (HDSS); develop new estimates of social contact patterns and other socio-demographic variables collecting data from representative samples of both urban and rural settings in selected countries; develop a theoretical framework to predict the likely chains through which demographic change influences the burden of infectious diseases; develop a
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 Fourth Framework proposal on 'Probing the cluster/surface analogy - reactivity studies on cluster-bound arenes,styrenes and cycloalkenes'.

assistant: **Innovation**

Research objectives and content The objective of this research is to define the reactivity of cluster-coordinated arenes, styrenes and cycloalkenes toward nucleophiles and reducing agents such as hydrogen. Organometallic clusters have been used as models for the study of chemical processes on metallic surfaces. This study will provide better insight into the validity of such an analogy. The research will contribute to the understanding of hydrogenation and dehydrogenation as mediated by metallic cores. Finally, this project is relevant to industrial processes of hydrotreating and reformation. Our investigation will focus on the new family of organometallic clusters containing small cyclic unsaturated molecules, recently developed by Johnson and co-workers. Some of these complexes dehydrogenate arenes and allylic substrates, but their reactivity has not been systematically studied. This study will lead to the characterization and synthesis of new clusters, probable intermediates of the catalytic processes of hydrogenation and dehydrogenation; to a better understanding of the validity of the cluster-surface analogy through reactivity studies; and finally, if this analogy proves substantial, to new insight in the dynamics of surface-mediated hydrogenation and dehydrogenation of unsaturated molecules. Training content (objective, benefit and expected impact) Gain experience in cluster chemistry in a leader European research group. Acquire solid state and surface science related skills for wich the host is a highly qualified trainer because he is an expert in such field and possesses on of the most advanced equipment . Growth as an independent researcher in one of the best European academic institution. Links with industry / industrial relevance (22)
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 'Production of cla-enriched dairy products by natural means' (BIOCLA).

assistant: **Concept**

Conjugated linoleum acid (CLA), a natural component of milk fat exhibits several health promoting attributes, including protection against cancer, heart disease and obesity, diet-related diseases that contribute significantly to EU health-care costs. To confer the potential health benefits of CLA to humans, foods rich in CLA should be consumed. This project aims to develop dairy-based Functional Foods enriched in CLA, and evaluate their efficacy in humans. CLA enriched foods will be manufactured at pilot and commercial scales from CLA-enriched milk, to be obtained following the identification of animal feeding and management strategies suitable for bovine, ovine and caprice species, and secondly, following the envelopment of dairy-fermentation based processes using selected CLA-producing food-grade strains. This project will positively impact on health of EUconsumers, EU milk producers and the EU Functional Foods Industry.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'Quantum Ergodicity: Stability and Transitions' (QUEST), addressing dissemination and exploitation.

assistant: **Impact**

We shall develop methods and models for analyzing quantum ergodicity in many-body systems, proving its stability against small perturbations, and studying ergodicity-breaking transitions due to integrability, disorder, or localized impurities. Ergodicity is a cornerstone of statistical mechanics and a key manifestation of many-body quantum chaos, while manipulating ergodicity and engineering ergodicity-breaking transitions will have immense applications (cf.scarred states in Rydberg arrays, heating transitions in Floquet systems, time crystalline phases of matter). PI proposed groundbreaking methods for establishing quantum ergodicity by rigorous analysis of spectral statistics, correlation functions, dynamical complexity indicators and entanglement on the basis of space-time duality. Most of current understanding of many-body physics or quantum fields is based on perturbative expansions around free, integrable or localized models. Here we propose a twist of paradigm: We shall study weak perturbations of statistically exactly solvable ergodic models, such as dual-unitary chaotic quantum circuits proposed by PI. An intuitive expectation of structural stability of ergodic dynamics (in analogy to rigorous results in classical ergodic theory) implies that such expansions typically have, unlike expansions around free/integrable models, finite radii of convergence. Various order parameters of the ergodic phase shall be developed and compared in their utility to signal and characterize ergodicity-breaking transitions. A related goal is a construction of exactly solvable models in which the eigenstate thermalization hypothesis can be proven. Being of fundamental importance in mathematical and statistical physics, the results are expected to have widespread applications across f