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 'Engineering Studies and Demonstrations of Repository Designs (ESDRED)' (ESDRED).

assistant: **Concept**

The Integrated Project ESDRED, a joint research effort by major national radioactive waste management agencies (or subsidiaries of agencies) and by research organizations, representing nine European countries, is a major step to establish a sound technical basis for demonstrating the safety of disposing spent fuel and long-lived radioactive wastes in deep geological formations and to underpin the development of a common European view on the main issues related to the management and disposal of waste. The overall objective of the Integrated Project ESDRED over 5 years is to demonstrate the technical feasibility at an industrial scale for activities carried out to construct, operate and close a deep geological repository, and at the same time comply with requirements on long-term safely, operational salty, irretrievability and monitoring. This programme provides the opportunity for RW management organisations to work together efficiently to generate solutions, systems and technologies, which can be shared. This project focuses on four activities that are addressed today neither by existing nor by easily adapted technologies of mining, civil and nuclear engineering:- buffer construction: manufacturing and construction of an engineered barrier system for horizontal disposal drifts,- waste canister transfer and emplacement into horizontal and vertical deposal cells,- heavy load emplacement in horizontal disposal drifts,- temporary sealing: reinforcing and plugging drifts with low-pH cementations materials, Monitoring and irretrievability at all steps of repository construction, operation and closure are considered in this exercise and integrated in the relevant technical modules. Each technology is developed within one technical module to provide an access to various industr
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 'Small Aircraft Future Avionics Architecture', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

SAFAR will focus on the development of a future avionics architecture for small aircraft providing easy and safe control of the aircraft. SAFAR aims at a significant reduction of pilot workload and an increase of safety during all phases of flight and ground operations incl. take-off and landing. In order to achieve this, SAFAR will provide the aircraft with easy handling characteristics and flight envelope protection at any time. The pilot flies the aircraft mainly via a stick controller and throttle lever. Switching between flight control and flight guidance modes will be performed automatically by the system - transparent for the pilot. SAFAR shall also provide the capability to take full advantage of the results of SESAR. Advanced ATC and even ATM will be supported in a way of maximum on-board automatism. In long term four dimensional flight vectoring as a result of the on-board ATM/FM shall be executed automatically. In mid term, four dimensional flight vectoring is expected to come from ATC via ADS-B. After being checked by the pilot via display, SAFAR will provide the capability for automatic execution of the flight vectoring (flight trajectories) after engagement by the pilot. The clear objective of SAFAR is to keep the handling characteristics of the A/C for all modes of control, i.e. manual control, control via flight guidance and control via flight management in combination with ATC resp. ATM, as easy as possible. Additionally, growth potential for autonomous emergency flight procedures in cases of sudden pilot medical diseases resp. incapacitation or total loss of engine power will be provided.  Base for the implementation of SAFAR functions will be an advanced safety-critical, fault-tolerant fly-by-wire platform applicable to small aircraft. The platform wi
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 'Multivariate Analysis of Big Data in Software Defined Networks' in the context of a Horizon 2020 call.

assistant: **Objectives**

One of the main problems of the Internet is the rapidly growing volume of diverse data. The Future Internet needs new efficient methods to support data management, processing and analysis. The Software Defined Networking (SDN) is a novel network architecture that overcomes the limitations of traditional networks, separating the control and data planes, and providing programmability capabilities of network functionalities. Yet, modern SDN deployments are difficult to manage and optimize. Big Data analysis techniques can be useful in SDN to identify problems, troubleshoot them and optimize network performance. One promising approach for this is the Multivariate Big Data Analysis (MBDA), which extends multivariate analysis to Big Data sets. However, MBDA has not been applied to SDN yet. During this project, MBDA will be used to detect anomalies and classify network traffic in complex SDN environment. In addition, in order to ensure privacy, MBDA will be extended with Federated Learning, a cutting-edge approach recently developed by Google with application to distributed data analysis problems. This project will be carry out by the experienced researcher (ER) who worked during her PhD thesis on network traffic analysis using advanced statistical methods on time series. The ER will cooperate with the Supervisor who is an expert in the field of multivariate analysis for anomaly detection and optimization of networks, and the principal developer of the MBDA approach.


**Keywords:** network traffic analysis, network management, big data analytics, multivariate analysis, anomaly detection, traffic classification
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 'The Network is the Business' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

The Business Network of suppliers, distributors, customers and partners that a company acquires is becoming a competitive asset. The requirement is to continuously and dynamically optimize and adapt this network to the evolving business needs.The protocol" of Business Networks is the semantic interoperability between businesses enabling the realization of business meaning from the data being communicated within the network.In principle, semantic interoperability is established by creating mappings between metadata and data elements that constitute the business documents that are exchanged among the nodes (businesses) of the network.This project will look into innovative low-cost means of establishing mappings for semantic interoperability while addressing the ever-changing structure of the business network. We claim that this goal can be achieved by employing the inherently low-cost peer-to-peer and pay-as-you-go mechanisms. Specifically, we refer to the following features of low cost business networking mechanisms as The Wisdom of the Network:* As-you-Go Build-Up of the Mappings* Know your Neighbors. A sub-network develops its own business terminology and even its own interpretation of the terminology* Quick Setup. When a node joins a sub-network, it gets the mapping it needs and it benefits from the mappings accumulated in the sub-network* Tolerating Incomplete Information* Decentralized Control"
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 'CryoEM@NOVA: a cryo electron microscopy hub enabling drug discovery' under Horizon Europe.

assistant: **Concept**

Structural biology is essential for atomic-level understanding of structure-function relationships in living systems and increasingly key to providing knowledge structure-based drug discovery. While traditionally the method of choice has been x-ray crystallography, in the past seven years, dramatic improvements of resolution using cryo electron microscopy (cryo-EM) have resulted in cryo-EM named 2015 Nature Method of the Year and the 2017 Nobel Prize in Chemistry. This in turn has had a major impact on the number of cryo-EM installations in Europe, publicly deposited structures, publications and related knowledge, teaching and dissemination.Portugal is one of the few European countries without this technology. That is now changing with the inclusion of cryo-EM in the Portuguese Roadmap of Research Infrastructures 2020, resulting in major funding (€2.5M) for the first autoloader cryo electron microscope to be installed in Portugal in 2022, coordinated by the CryoEM-PT consortium in whichNOVA is a node. This presents an excellent opportunity for establishing cryo-EM research and training in Portugal, and specifically at NOVA, which has expertise using x-ray crystallography and NMR, while expertise in cryo-EM is lacking, resulting in unmet needs.The overall objective of CryoEM@NOVA is to establish a sustainable cryo-EM hub for research and training at NOVA. Under the direction of the ERA Chair holder this objective is clearly achievable as Prof. Luecke has experience in setting up cryo-EM infrastructure leading to high-resolution structures of proteins with medically-relevant bound inhibitors, generating high-impact publications and attracting funding and collaborations.The operation of advanced electron microscopes and associated vitrification robots coupled with storage-
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 'Wander' (WANDER), addressing dissemination and exploitation.

assistant: **Impact**

Falls are an urgent problem in our society, being one of the most frequent causes of hospitalization and death amongthe elderly. More than 1 out of 3 adults over the age of 70 fall within one year. A key factor is impairedbalance.Robotic orthoses already offer astonishing capabilities to people with locomotor impairments. However, stillmany open questions need to be solved before they will let users regain (or even outperform) the capabilities of thehealthy sensorimotor system, in particular regarding balance. WaNDER addresses three major bottlenecks on thisway:1. In physiological balance control, the upper body, which accounts for more than two thirds of the body mass,plays an important role. In modeling and assistive technology for locomotion, however, these mechanisms havewidely been neglected, and a leg-focused view prevails. In WaNDER, we will explicitly investigate the role ofthe upper body for balance and locomotion, to develop novel robotic interventions.2. Humans almost instantaneously adapt to a changed environment, for example when interacting with roboticdevices. This is particularly relevant in training applications, where human learning is the fundamental goal. InWaNDER, we will investigate how robotic devices should optimally adapt to and co-adapt with the user, in aprocess of mutual adaptation, to optimize training outcome in neurorehabilitation.3. Most wearable gait-assisting devices today target other purposes besides balance control, making them lesssuitable for patients who have deficits only in this task. Going beyond the possibilities of exoskeletal designs,we will investigate frontier hardware concepts to complement balance control in daily life. The goal hereby is toprovide assistance and balance training as part of a patient’s daily life, blurri
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 and Mass-dissemination of Intervention to Mobilize Pro-social Bystander Reactions to Hostile Content on Social Media' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

While user-generated content and functionalities that enable users to engage in discussions on social media hold significant democratic potential, online hostility, such as incivility, discrimination and hate speech diminishes the quality of such deliberation. As social media providers are unable to police social media content and be present to moderate discussions effectively, we need to democratize the solution to online hostility by relying more on ordinary citizens who take part in online discussions to react and intervene as bystanders when they witness hostile behavior. However, to realize the potential of pro-social bystander reactions to online hostility, we need to overcome the tendency for diffusion of responsibility and bystander apathy in situations of online hostility. We need behavior change away from the current norm of passivity. This requires encouragement of pro-social bystander reactions through interventions providing guidance and motivation. Building on an extensive behavioral analysis of bystander behavior in response to online hostility carried out within the ERC-CoG STANDBY-project, we have developed and pilot-tested such a guidance message  the Speak up, Report, Support-intervention  which has proven effective in mobilizing pro-social bystander reactions to online hostility. The aim of the STANDBYCOMMS-project is to: 1) further improve this intervention through collaboration with world-leading experts in behavior change interventions on social media and end-user engagement (media corporations, NGOs, political parties, individual politicians etc. who are providers of comment sections on social media platforms), 2) field test the intervention at scale, and 3) build and market an online library facilitating mass-dissemination of the intervention 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: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'Efficient Confluent Edge Networks'.

assistant: **Concept**

The ECO-eNET project will perform foundational research on emerging transmission technologies, to form a new confluent edge network that brings together optical and radio transport to scale to new levels of efficiency and capacity for 6G, by integrating confluent front-/mid-/back-haul (xhaul) with cell-free and distributed multiple-input multiple-output based access networks. The combination of photonic radio fixed wireless and free space optical transmission is used for fixed wireless connections, enabling the creation of an edge mesh network. New monitoring and slice-aware control protocols will unify the radio intelligent controllers with the transport software defined networking to efficiently deliver high-capacity flex grid wavelength multiplexed signals over standard single mode fibre and the fixed wireless links. Radio signals can be flexibly processed at different split phy points throughout the network or remain in analog radio over fibre format end-to-end. The unique ECO-eNET combination of wired and wireless transport is further exploited for wireless control of the wired network segments, enhanced clock synchronization, and optical space and wavelength switching, groomed over FlexE ethernet. AI layer controls are added to orchestrate the federation of edge processing and splitting of AI models for optimum efficiency in executing user applications and smart network control functions. The ECO-eNET project brings together an interdisciplinary team of industry and academic partners to explore the full potential of these important emerging technologies to support the capacity, ultra-high energy efficiency, low latency, and robustness needed in 6G networks.


**Keywords:** front haul, mid haul, back haul, xhaul networks; terahertz fixed wireless transmission; free
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain how 'CAncer Risk and INsulin analoGues' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Several studies have linked the use of insulins to the risk of cancer, and it is certainly plausible that as a growth factor, exposure to administered insulin could stimulate neoplastic growth.  However, the meta-analyses of randomized clinical trials comparing different insulin analogues were too small to quantify the risks, especially the proportion of patients that were followed for more than 6 months. Hence, the European Medicines Agency has requested urgent research to determine the risks of cancer for users of insulin and insulin analogues, and investigate possible mechanisms of cancer promotion.CARING will obtain precise data on the incidence of cancer in diabetic patients and determine any link with use of various insulin and insulin analogues. The study will utilise high quality prescription databases and other national datasources, integrated at European level with advanced methods of harmonising data. The study will take into account potential confounders. The project aims to determine the influence of drug dose on risk, and through a risk model, identify predictors of cancer for insulin users. A review of published evidence combined with a study of tumour characteristics and gene expression in breast cancer tumour collections will aid understanding of potential mechanisms of cancer initiation and/or promotion by insulin.The project consortium involves some of the most experienced pharmacoepidemiology groups in Europe, and a leading cancer research institute. The consortium will liaise closely with the European Medicines Agency and other stakeholders throughout the study.
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 'Legal Challenges posed by AI Generated Music: A Comparative study of Copyright Laws of China, India, Norway, USA and UK, to develop suitable Global Legal Framework specifically for AI Generated Music' (MusicLaw), addressing dissemination and exploitation.

assistant: **Impact**

Generative Artificial Intelligence (GAI) with its ability to generate music popularly known as AI Music, has potential to permanently change the music landscape. It presents us with both unprecedented opportunities and challenges - opportunities such as democratising music creation, increasing accessibility by reducing music production costs and time. It also opens pandora’s box of legal challenges such as copyrightability of AI Music, legal concerns at the input stage i.e. training of AI Music Engines/Models, at the output stage i.e. generation of AI Music and others. These legal challenges are not confined to a particular country or geographical area but are of global concern, demanding concerted global effort to arrive at global solution. The Global Partnership on Artificial Intelligence (GPAI) comprising of 29 members including European Union, USA, United Kingdom and India, have highlighted need for exploring and deeper scrutiny of inter-alia various dimensions of AI including its legality and governance issues. Specifically for Europe, addressing these legal challenges will assist in ensuring secure, safe and sustainable digital transformation that puts people at the center, in line with core EU values and fundamental rights. AI music engines such as Suno and Udio are already in public domain. It becomes pivotal at this juncture, to explore, identify and address legal challenges posed by AI Music. Various countries are re-visiting, re-thinking and amending their copyright laws in light of the increasing AI capabilities. This postdoctoral project aims to conduct international, interdisciplinary and comparative study of the music copyright law using novel research methods, to fill the existing void, by developing first of its kind international legal framework specif