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: Compose the 'State of the Art and Innovation' section for a Horizon Europe proposal on 'New physics from a precision concordance model of the radio sky'.

assistant: **Innovation**

My proposal is to build an unprecedentedly accurate and complete model of the radio sky, and then use it to solve several important problems in astrophysics and cosmology. The model will incorporate improved analyses of existing data, plus new, precisely-calibrated observations from a novel horn antenna telescope that I will build. Using advanced statistical techniques capable of handling millions of parameters – implemented in my world-leading Hydra code – I will disentangle the many physical components of the sky, along with troublesome instrumental effects that have clouded our view until now. This will transform radio cosmology by removing some of the most important limitations of experiments like the Hydrogen Epoch of Reionization Array (HERA) and Square Kilometre Array (SKAO), which seek to observe signals from neutral hydrogen (the 21cm line) around the first stars and galaxies. It will also directly address two major observational anomalies – the ARCADE-2 excess and EDGES absorption feature – that may be the first signs of new physics. The result will be a unique “concordance” model of the radio sky that connects our understanding of radio emission all the way from the early Universe to the present day.This groundbreaking model will include new data from HERA and the MeerKAT Large Area Synoptic Survey, which are the most sensitive surveys of their kind. It will also include detailed corrective modelling of instrumental effects in widely-used datasets such as the Haslam 408 MHz map. My novel horn antenna will provide a new and much-needed “absolute” calibration reference, as well as directly observing the sky-averaged 21cm signal, a crucial ingredient in understanding early galaxy formation. The major outcomes will be best-ever measurements of Galactic synchrotro
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 'Deep Probabilistic Logics' (DeepLog), addressing dissemination and exploitation.

assistant: **Impact**

Neurosymbolic AI (NeSy) is the 3rd wave in AI. It wants to answer the key open question in AI as how to combine learning (2nd wave) and reasoning (1st wave) by integrating logic based AI with deep learning. However, there is only little understanding of the underlying principles and there exist no widely used machine learning tools that support NeSy. This makes the development of learning and reasoning systems extremely hard. What is urgently needed is a paradigm shift in NeSy that focuses on foundations rather than on which system from the alphabet-soup scores best on the latest benchmarks.I propose to develop these foundations by identifying key building blocks and demonstrate that they support the integration of knowledge and reasoning into any neural network learning task. My methodology is based on the slogan that I have coined:NeuroSymbolic AI = Neural + Probabilistic + Logical AIThis advocates that we need to integrate the two main paradigms for reasoning (logic and probability), with that for learning (neural networks). I will exploit many similarities I have identified between statistical relational AI, which focuses on probabilistic logics, and NeSy. More specifically, I shall develop the foundations of NeSy. At the conceptual level, I shall identify the building blocks of NeSy by designing primitives that integrate logical, probabilistic and neural networks representations; at the semantic level, I shall introduce the notion of NeSy networks (that encompass logic circuits, algebraic operators and neural networks) as a semantic framework for NeSy; at the computational level, I will show how to exploit NeSy networks for inference and learning. DEEPLOG is not 'yet another NeSy system', but rather a fundamental and operational framework in which a wide variety of
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 'A multistakeholder dialogue providing inputs to implement the European Code of Conduct for Nanosciences & Nanotechnologies (N&N) research' (NANOCODE), addressing dissemination and exploitation.

assistant: **Impact**

The project objective is the definition and development of a framework enabling the successful integration and implementation at European level and beyond, of the Code of Conduct (CoC) for responsible N&N research defined by the EC. This will be done by: • identifying and consulting stakeholders (scientific, institutional, industrial and Civil society organisations) to explore knowledge, attitudes, reactions and proposals in relation to the CoC • assessing the most relevant codes of conducts, voluntary measures and practices for a responsible technology development, regarding in first place N&N R&D, already defined or under study ; • proposing criteria and indicators of “good practices” to implement the CoC; • basing on identified criteria and indicators, defining and testing a practical tool for the assessment of performances for the application of the CoC (“CodeMeter”) • selecting a set of incentives and disincentives to stimulate the adoption of the CoC; • identifying future regulatory, policy and research needs in order to integrate foresight oriented aspects in further developments of the CoC. • designing of a CoC MasterPlan enabling the implementation and integration of the CoC, including future changes, best practices, incentives/disincentives and performance criteria for the adoption of the CoC. The project outcomes will support the EC, EU policy makers and stakeholders in the implementation of the European CoC and it will also help the EC to prepare the second CoC review (beginning 2012). The engagement of stakeholders in the debate will help to increase awareness on the CoC and in shaping its content to the stakeholders’ needs and expectations, making it a more accepted, concrete and practical instrument for decision-making in N&N R&D.
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 'One Valve For Life: The First Durable Non-Thrombotic Heart Valve Prosthesis' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Novostia is a medical device company with the mission to provide young patients suffering from heart disease with a solution for life: the TRIFLO valve. Valvular heart disease affects more than 100 million people worldwide. Every year >500.000 patients undergo a heart valve replacement. For patients younger than 65 years, currently available valves have serious constraints: either blood clot formation requiring lifelong dangerous anticoagulation therapy (with mechanical valves), or deterioration leading to replacement on average every 10 years (with animal tissue-based valves). Therefore, cardiovascular surgeons are urgently seeking a durable and non-thrombogenic valve prosthesis.Thanks to a unique patented tri-leaflet design, which allows for optimal blood flow patterns, and the use of a novel high-performance biocompatible material, the TRIFLO valve does not induce blood clot formation, while at the same time is durable for life. The TRIFLO valve could thereby substantially improve the quality of life of millions of patients worldwide, whilst reducing overall healthcare costs. Novostia’s technology results from a unique collaboration between a cardiovascular surgeon and an aerospace engineer. The team includes seasoned experts in medical devices, quality and regulatory affairs, cardiovascular surgery and engineering.The EIC Accelerator grant, combined with €6.5M raised in 2018 from private investors, will enable the company to finalize activities necessary to complete first clinical trials, a major step towards CE Marking and commercialization. Novostia will then target a licensing agreement with a global medical device company to ensure an effective marketing and clinical implementation of the device. Alternatively, sales via regional distributors will be considered.
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 'Making Progress and Economic Enhancement a Reality for SMEs' (2007-2013), addressing dissemination and exploitation.

assistant: **Impact**

The MaPEeR SME proposed CSA covering EU-27 Member States and Bosnia & Herzegovina, with a clear cross-sectoral approach, aims to acquire comprehensive insight into the design, implementation and impact of existing SME research and innovation support programmes and initiatives and convey it in the most appropriate way to SME stakeholders and policy-makers. The methodology adopted by MaPEeR SME brings SME needs and requirements in the centre of the development and evolution processes of programmes and initiatives, in a “user-centric” framework. End-users will be integral part of the process. MaPEeR SME is to identify, map and analyse all those programmes and initiatives that assist the collaboration between science and SMEs. Including purely technology-oriented and R&D programmes, but also life-long learning or applications of industrial science results. MaPEeR SME will also identify and evaluate the economic, social and environmental impact of identified support measures on SMEs to pro-actively feed in the web platform and to improve and develop recommendations for new support measures better addressing SMEs through the “European SME Council”. On this basis the MaPEeR SME work plan foresees the definition and refining of a (regionally-differentiated, and cross-sectoral) Strategy for the future design of new RTD and innovation policies, measures, and support services to assist research actions in favour of SMEs and fully exploit synergies between research, innovation and education activities. The approach guiding the MaPEeR SME project is to come up with a comprehensive set of practical recommendations, comparative analysis and consistently effective strategies and policies to improve performance of SMEs advance research and innovation initiatives and programmes by learni
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 'SHADES of Bullying: Studying Heterogeneity and Adjustment in Different Environments' in the context of a Horizon Europe call.

assistant: **Objectives**

SHADES holds great potential for scientific breakthroughs in unravelling the complexities of school bullying by advancing the understanding of heterogeneous youth who bully their peers and persistent bullying, genetic underpinnings behind them, and life-course of different types of bullies. This will help develop targeted interventions to tackle bullying more efficiently and thus prevent long-lasting suffering of victimized youth and mitigate consequences for bullies.In order to move the field forward, there is an urgent need to shift from studying average effects of bullying or bullies as a homogenous group towards inspecting subtypes among youth tormenting their peers. SHADES addresses gaps in the literature through four objectives. First, it will build a comprehensive understanding of characteristics, motives, and social cognitions of heterogeneous bullies (WP1). Second, by systematically assessing persistent bullying it will draw a nuanced picture of factors influencing continuance and discontinuance of bullying (WP2). Third, it will reveal the underlying polygenic factors contributing to heterogeneity among perpetrators and persistent bullying (WP3). Fourth, it will construct a holistic view of how different types of bullies adapt to various areas of life (e.g., work, relationships) as they transition into adulthood and how genetic factors influence the adjustment (WP4). SHADES will 1) develop two novel instruments: a mobile test of implicit attitudes and motives and an eye-tracking experiment of social cognitions, 2) collect new data (self- and peer-reports + experimental data), and 3) combine existing data into a globally unique longitudinal dataset (survey in childhood, adolescence, and adulthood + genetic data + register data from the same individuals). This en
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 'Connected, Cooperative and Automated MoBility Assessment & Stakeholder Dedicated and Operational awareness Raising' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

CCAMbassador complements the coordination and alignment efforts of the CCAM Partnership by expanding stakeholder engagement beyond research, innovation and experts’ communities. CCAMbassador aims at supporting stakeholders to move into operations by identifying key building blocks for deploying services, strengthening cooperation between all CCAM stakeholders, specifically between the EU Member States/Associated countries, ensure the wide use of the EU-CEM, as well as to expand the existing EU-wide Knowledge Base on CCAM and further adapt it to the needs of targeted stakeholder groups, namely implementers and citizens.


**Keywords:** CCAM, coordination, cooperation, concertation, exchange, knowledge base, lessons learnt, harmonisation, methodology, implementer, citizen, research, innovation, deployment
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 'Novel high-pressure water hydraulic equipment for application in the construction and mining sector' (HYDRO-COAT) targeting Seventh Framework.

assistant: **Abstract**

Hydraulic power transmission with oil as power transmission fluid is widely applied in industrial applications. The main consumer of hydraulic fluids are heavy duty hydraulic machines such surface and underground mining equipment, drilling rigs and earth-moving machines. Petroleum-based hydraulic fluids and lubricants are persistent and toxic. They need to be disposed at the end of life in order to minimize the dispersion in the environment, and the are carcinogen and have resulted in almost 10,000 workers developing malignant tumours, resulting in more than 5,600 reported deaths/year in the EU. Additionally the use of oil-based hydraulic machines poses severe fire and safety concern in harsh industrial environment (i.e. high temperature). The inevitable trends in the construction industry and legislation show very clearly that the oil in the hydraulics should be replaced with less pollutant media. Biodegradable synthetic oils show lower performance, poor lubrication, higher costs, greater wear, seal compatibility problems, and long-term stability concerns.  Substitution of oil by water is the best solution for an environmental, safety, health and cost perspective. However in the high-pressure fluid applications, the requirements for the substrate/coating systems are extremely severe, because wear resistance,  friction and corrosion aspects must be addressed. Nowadays no application of water hydraulics in the machines for construction and mining, which represents the biggest market for hydraulic components and the largest consumers of oil, exist. HYDRO-COAT project is aimed at developing the knowledge and the technology to produce a new range of “environmental friendly” machines for construction using water as hydraulic fluid, addressing the technical barriers imposed b
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 'Border detection of illicit drugs and precursors by highly accurate electrosensors' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Combining robust sensor technologies with the inherent advantages of electrochemical strategies, nano-molecularly imprinted polymers, and multivariate and pattern data analysis, BorderSens will enable highly accurate selective detection of trace levels of illicit drugs and precursors. With borders being important gateways for the entrance of illicit drugs and their precursors, custom and border control authorities are facing pertaining challenges to detect such dangerous substances and safeguard the public. The main challenges posed by currently used on-site methods to detect illicit drugs and precursors are low accuracy, in the case of colour tests, and high cost and low portability, in the case of spectroscopic tests. In the light of a pressing need for better drug test systems at EU borders, the ultimate research aim of the BorderSens is to develop a portable, wireless single prototype device with the capability to quickly test for different types of drugs, precursors and adulterants/cutting agents, with outstanding accuracy and reduced false positives and false negatives. BorderSens will demonstrate the innovative technological solutions at seven demonstrations sites at EU borders with end-users and ensure exploitation plans guaranteeing strong impact. BorderSens brings together universities, a big manufacturer of electrochemical sensors, a specialised SME, ten end-users i.e. forensic institutes, police forces and border authorities, and a high quality external advisory board, to provide an excellent scientific-technical perspective and a straightforward exploitation route, with great impact on the safety of EU citizens.


**Keywords:** control cross border goods and materials, illicit drugs, electrochemical sensors
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 'Demonstration of a Binary-Logic Hybrid Transmission for Heavy-Duty Vehicles' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

A vehicle powertrain includes the engine and transmission. In the segment of heavy-duty vehicles (>16 tonnes) automatic transmissions include a torque converter to engage/disengage the transmission and the combustion engine in gearshifts.SAPA OPERACIONES has developed a new technology of automatic transmissions for heavy-duty vehicles called ""Binary Logic"" without torque converter, which bases its operation in clutches and planetary gears trains. This technology is characterized by high number of gears (24) and high efficiency (90-92%).Although high performance is achieved due to the high number of gears and gearshift quality, there are two gear shifting in which a power interruption is given(13, 21). To solve this problem and improve the performance, a hybrid module has been incorporated to the “Binary Logic” transmission. This hybrid transmission is called “SWH”. The following improvements have been obtained: Gearshift without interruption of power in all gears, performance over 96% and new operating modes (up to 7).Hybrid transmission prototype has been successfully validated in specific test-bench (relevant environment) in which operating conditions have been simulated for a vehicle of 40 tonnes and 500 horsepower (hp).The overall objective of this project is the demonstration of the final configuration of the hybrid transmission in a real vehicle to confirm that it meets design specifications and requirements of the application in real operating conditions. Demonstration vehicle characteristics are: 40 tonnes, 500 hp, 4 axes and 8x8 configuration.""