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: Draft an impact statement for 'Promoting the Implementation of Safe by Design', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

The CSA links different initiatives and facilitates the integration of results from these initiatives, so that a maximum use of these results can benefit the regulatory process. The CSA is designed to facilitate this process and show European leadership on chemical safety, including nano’s. The aim of this activity is to coordinate and support for risk assessment, management and governance by streamlining data acquisition, collection and management on regulatory orientated toxicology testing of nanomaterials, exposure monitoring, LCA, and disposal and treatment of waste nanomaterials. A number of topics were not included in NANoREG, as they fell outside the scope of that call. The principles enshrined in NANoREG will through PROSAFE be transferred to as many other member states and non-EU states as possible. Nano-safety can be considered to improve significantly when Safe by Design is internationally accepted to guarantee safety. But it lacks agreed definitions, guarantees, and therefore confidence for acceptance. PROSAFE will facilitate and promote the acceptance of Safe by Design within the EU-COM, its Member and Associated states. Consideration is given to regulatory developments including challenges raised by the convergence between nano and biotechnologies. To prepare for the future, after decades of playing EHS catch-up on innovations that became major environmental hazards like lead, asbestos, PCB’s, a shift is needed towards a proactive approach of demonstrating safety and sustainability in pre-commercial innovation. Priorities are:•Move from generalized discussions to case specific differences•Improve characterization of nanomaterials and require reporting on their use•Increase funding for research on ecotoxicology and environmental fate and behaviour •Use valu
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 'Distant-talking Interfaces for Control of Interactive TV' in the context of a Sixth Framework call.

assistant: **Objectives**

The main objective of DICIT is the integration of distant-talking voice interaction as a complementary modality to the use of remote control in interactive TV systems. Augmenting remote control devices with speech may provide a suitable means to greatly ease information navigation and search. In the given scenario the system will recognize commands spoken by multiple users, even in the presence of background noise and TV surround audio propagated in the environment. The final prototype, for accessing a set top box system and related services, will be able to handle English, German, and Italian languages.The most challenging and innovative technical issues addressed in DICIT are multi-channel acoustic echo cancellation, blind source separation, acoustic event classification, multiple speaker localization, distant-talking automatic speech recognition, mixed-initiative dialogue, and multi-modal integration. In particular, the main research efforts will focus on multi-channel front end processing for acoustic scene interpretation in noisy and reverberant environment, without any constraint in the distance between acoustic sources (e.g. the speakers) and microphones. Activities of crucial importance will also regard the design of robust dialogue strategies able to: exploit the above mentioned technologies in an effective way; integrate both spoken commands and remote control operations; manage knowledge and user requirements in an efficient way. Both the architecture and the technical components will be realized with the aim to make easier the portability of DICIT technologies to other domains: in particular multi-microphone front-end may be fruitfully re-used in other applicative areas as smart-home, surveillance, security, video-conferencing, surgery room, games, etc. To t
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 'Aiding Social Protection: the political economy of externally financing social policy in developing countries' (2014-2020) under Horizon 2020.

assistant: **Objectives**

This research proposal explores the political economy of international development assistance (aid) directed towards social expenditures, examined through the lens of a particular financial quandary that has been ignored in the literature despite having important economic and political repercussions. The quandary is that aid cannot be directly spent on expenditures denominated in domestic currency. Instead, aid needs to be first converted into domestic currency whereas the foreign exchange provided is used for other purposes, resulting in a process prone to complex politics regarding domestic monetary policy and spending commitments.The implications require a serious rethink of many of the accepted premises in the political economy of aid and related literatures. It is urgent to engage in this rethinking given tensions between two dynamics in the current global political economy: a tightening financial cycle facing developing countries versus an increasing emphasis in international development agendas of directing aid towards social expenditures. The financial quandary might exacerbate these tensions, restricting recipient government policy space despite donor commitments of respecting national ownership.The proposed research examines these implications through the emerging social protection agenda among donors, which serves as an ideal policy case given that social protection expenditures are almost entirely based on domestic currency. This will be researched through a mixed-method comparative case study of six developing countries, combining quantitative analysis of balance of payments and financing constraints with qualitative process tracing based on elite interviews and documentary research. The objective is to re-orient our thinking on these issues for a deeper ap
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 'Applying Machine Learning to Cyber Risk Analysis and Mitigation' in the context of a Horizon 2020 call.

assistant: **Objectives**

Increasing connectivity and automation presents many opportunities and challenges for society. Emerging technology can benefit all citizens with better communication, increased environmental sustainability, autonomous transport, safer roads,, the list is almost inexhaustible. These emerging technologies will disrupt existing business models including underwriting and risk transfer. This disruption can stifle venture capital, innovation and risk taking in key emerging technologies and can inhibit regulatory development and societal acceptance.My research will examine Connected and Autonomous Vehicles (CAV) cybersecurity risks and mitigation using Machine Learning (ML) techniques to predict future risks, price insurance policies and and thereby foster innovation and entrepreneurial activity in Europe. My research will go beyond the SoA and implement models in ML like ensemble models and deep learning to forecast the risks of CAV technology. A network model of interactions will be trained and evaluated to study cascading of risks and threats in the CAV environment.My host team at the University of Limerick have members with machine learning skills, actuarial skills, ethical skills and underwriting experience. I will have access to staff development programmes, training courses, workshops, online courses and internal meetings. My host team are directly connected  to a large variety of colleagues in other EU locations in both academic and industry positions. I will work with my host and partners to develop my research and increase my skillsets.My research directly contributes to several UN sustainable development goals. On a personal level, the impact of my fellowship and collaborations will expand my set of skills, both research-related and transferable ones, leading to gre
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 Horizon 2020 proposal on 'Innovative Financing for Servitisation and Capitalization of Energy Efficiency Solutions for SMEs Efficient Equipment as a Service'.

assistant: **Innovation**

The Efficient Equipment as a Service (eEaaS) program aims to develop and deploy new business models and a financial structure to enable the transition and facilitate the market adoption of energy efficient equiment-as-a-service in SMEs.  The consortium participants (BASE, AGORIA, ANESE, Innoenergy) have been exploring and implementing eEaaS, focusing on financial, fiscal and legal challenges and solutions. They build on present frontrunner experience, attempt to solve barriers, ranging from asset value to shareholder and financial 3rd party management. Their unique expertise on financing, ESCOs, business needs when transitioning from selling products to selling services will enable investments roundtables and building pipeline of projects.   eEaaS has two main components: a) mainstream the EE servitisation financial model to facilitate the access of SME to smart, high-energy efficient technologies and b) standardise a financing structure (for example ""sale-leaseback"" model). Past experience has indeed shown that a potential bottleneck for this type of models is the lack of liquidity, financial capacity or capacity to access competitive financing for the providers under conditions that do not hurdle the potential pipeline of servitisation projects. eEaaS model aims to overcome the barriers that have inhibited SMEs from investing in EE solutions as they compete with investment opportunities related to their core business, which are better understood by SMEs in terms of risks and rewards. Servitisation supports SME competitivity by using smart technologies for energy use measuring, supporting the digital economy. In addition it supports a circular economy approach by incentivising technology providers to make their equipment modular, with parts being reusable/recyclable
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 Seventh Framework proposal for the project 'Brain & BehaviouR InterDisciplinary rEsearch'.

assistant: **Objectives**

This programme aims at enabling a new generation of researchers to tackle frontiers issues about the brain and mind in a multi-disciplinary and multi-methodological fashion. Neuroscience has made many recent advances to connect mental and social phenomena with brain processes. But social sciences and humanities have also made a major progress in understanding human behaviours, and it is urgent to train fellows to better integrate knowledge and technical skills from various traditional disciplines.A rare opportunity to educate young scientists to make novel bridges between brain and behavioural sciences is offered by the creation of the Brain & Behaviour Laboratory (BBL) at UNIGE. The BBL does not only have cutting-edge research facilities (from MRI, EEG, and TMS to virtual reality and multimodal social observation labs) – but it constitutes a unique structure since it is jointly coordinated by two multi-disciplinary institutions: the Interfaculty Neuroscience Centre (CIN) regrouping neurologists, biologists, cognitive psychologists, and computational scientists; and the Interfaculty Centre for Affective Sciences (CISA) gathering psychologists, philosophers, economists, sociologists, lawyers, and art experts – who all study emotional and motivational behaviours in individual and societal contexts. These two centres have launched an innovative and dynamic collaboration in the BBL that now allows many catalytic interactions and bridges between different approaches and levels of analysis among scientists from various disciplines.BRIDGE will train incoming fellows to master the scientific approaches and techniques developed in the BBL, while it will also support outgoing fellows to acquire knowledge, skills, or data that are not currently present in the BBL, and encourage th
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft an executive summary for the EU project 'Cell type-specific effects of HDAC1 on stress vulnerability, hippocampal gene regulation and genome-wide acetylation landscape' (AcScapeStress) targeting Seventh Framework.

assistant: **Abstract**

The discovery that broad spectrum histone deacetylase inhibitors (HDACi) can improve depression-related symptoms in humans and in corresponding mouse models in conjunction with the observation that stressors affect the epigenome by changing histone acetylation opened new avenues to a better understanding of the pathophysiology of stress-related disorders. Finding the essential molecular mechanisms of how single histone deacetylases (HDACs) contribute to or ameliorate stress-related pathologies will improve the efficacy of current antidepressant drugs through increased specificity.Aim of this study is to investigate whether and in which way the specific histone deacetylase (HDAC) 1 has an impact on anxiety and depression-like behaviour in adult mice under baseline, non-stressed and stressed conditions using a neuron and forebrain-specific ""loss-of-function"" mouse model (Hdac1 knockout mice). And, the study aims to determine effects of HDAC1 on gene expression and genome-wide acetylation signatures in the hippocamus to identify how the potential protective or detrimental role of HDAC1 in stress response is mediated. Moreover, it is important to understand if the findings are cell type-specific, since HDAC1 is expressed in neurons and glia. Finally, rescue experiments will test whether the phenotype is reversible, which is important for future therapeutic implications.The fellow has acquired the necessary expertise in Dr. Akbarian´s laboratory at UMASS Medical School (now: Mount Sinai School of Medicine). This includes: working with epigenetic mouse models, performing microarrays and especially chromatin immunoprecipitation (ChIP) specific for histone acetylation in conjunction with library preparation for next generation sequencing.The fellow will transfer this knowledg
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 'ACTINET Integrated Infrastructure Initiative' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Actinides play a central role in the nuclear energy generation systems. In order to keep a leading position in the field of nuclear energy – both in terms of safety and efficient use of natural resources – Europe needs to reinforce its expertise and to prepare the next generation of scientists and engineers who will be able to contribute to develop actinide management strategies based on sound scientific bases. However, because most actinides are radioactive, their study requires specific tools and facilities that are only available in a small number of laboratories in Europe. It is therefore strategic to coordinate the major facilities available in Europe, and to strengthen the community of European scientists working on actinides. The establishment of a network of actinide scientists – ACTINET – was a first step in this direction, achieved under the 6th Framework Programme. The objective of the Integrated Infrastructure Initiative ACTINET-I3 is to reinforce the networking of the European infrastructures necessary for actinide sciences, and to facilitate their efficient use by the European scientific community. The concept of the ACTINET-I3 initiative is - to combine a consistent pool of facilities from CEA, ITU, FZK, FZD and PSI, providing the necessary tools and environments to work on systems containing actinides; - to complement these experimental tools by a virtual infrastructure providing support in theory and modelling, with a focus on the complementarities between theory and experiments; - to support and manage jointly an access programme for joint research projects making use of the proposed facilities; - to run a set of joint research activities involving the member organisations, with the objective to produce new instruments or data of common interest. The g
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 'Improving the global cold chain with cutting-edge temperature monitoring solution' (SensaSticker).

assistant: **Concept**

The aim of SensaSticker is to mature, validate and commercialise the first end-to-end cold chain monitoring platform, based on our disruptive Radio Frequency Identification Temperature Logger Sticker (SensaSticker). Our commercial focus is on the global chilled and frozen food sector, to deliver the first ultra low-cost, disposable, fully automatic and customizable temperature logger in the market.One third of the food produced for human consumption globally, 1.3bn tonnes per year, is lost or wasted. In the EU alone, estimated food losses due to poor cold chain management are of 8.8 million tonnes per year, equivalent to 14.3 billion euros (10% of total EU food wastage, 24.9 million tonnes of CO2 equivalent). SensaSticker is a disposable sticker with an integrated temperature logger. It will be 10x cheaper, 7x thinner and 3x lighter than today’s best performing loggers and will allow end-users to carry out a customized follow-up of each individual food packaging, thereby eliminating 30-40% of their economic losses, with ROI within 1 year after its implementation.SensaSticker commercial viability demands further technology and market maturation activities. The project management team overseeing the project implementation has a proven track record in managing and scaling high-tech companies. Through the Phase 2 project we will pilot our solution and achieve reference from leading, global companies able to establish SensaSticker as an industry standard. Global cold chain market has an expected CAGR of 7% towards 2022 for a total value of €249bn, with cold chain temperature monitoring systems worth €3.3bn. Through this project we will generate €367m in revenues, €150m in accumulated profits and 219 full time employments within 5 years after SensaSticker market launch. Sensa
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 'Support programme for assembly of database for spasticity measurement (SPASM)' under Fifth Framework.

assistant: **Concept**

The overall objective of the proposed Thematic Network is to establish best practice in the clinical measurement of plasticity based on current knowledge and research in Europe. The establishment of an Interdisciplinary Research Group at the European Level will achieve this. The activities will consist of a review of current practice, leading to proposals and agreements of Clinical Assessment Scales, Biomechanical and Neuropsychological measurement methodologies and protocols. A programme of research exchanges will enable achievement of common standards and protocols. Finally, an International conference will disseminate the results of the study.