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 'Improved breast cancer care by innovative diagnostic test MammaPrint' in the context of a Horizon 2020 call.

assistant: **Objectives**

Agendia NV, a Dutch SME, was founded in 2003 as spin-off from the Netherlands Cancer Institute. They pursue the commercialization of molecular diagnostics using DNA microarray technology for cancer. Agendia aims to be one of the key market players in genomic breast cancer profiling. One of the products Agendia is developing is MammaPrint, a breast cancer recurrence test. This test identifies the risk of recurrence of cancer after surgical treatment, so that the appropriate adjuvant treatment can be selected personalized on the patients tumor characteristics. Breast cancer is the most commom cancer in the world and the principle cause of death of cancer among women worldwide. Currently guidelines recommend that adjuvant therapy is to be considered for all patients with early invasive breast cancer after surgery. However this 'one size fits all approach' leads to a proportion of patients being over- or under treated as the risk of recurrence is difficult to determine. The advancements in molecular diagnostics are starting to improve the prognosis and treatment of breast- and other cancers. MammaPrint is a molecular diagnostic based on analyzing the entire human genome. Agendia’s solution therefore enables better clinical decisions, reducing over- and under-treatment and therefore leading to better health outcomes and less costs.MammaPrint can be used for all early stage breast cancer patients, which is unique in the field of breast cancer recurrence tests. As MammaPrint will be developed for more accurately identifying which breast cancer patients will gain the most benefit of adjuvant chemotherapy, the potential market for introducing MammaPrint is worldwide. In order to reach this full scale adoption, this project is focused to achieve the last clinical evidence for the
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 Fifth Framework proposal on 'Spatial Mining for Data of Public Interest'.

assistant: **Innovation**

The main objective of the SPIN! project is to support statistical offices in their timely and cost effective dissemination of statistical data and to offer exciting new possibilities for the scientific analysis of geo-referenced data. To this end a Spatial Data Mining System, SPIN, is developed. It integrates state of the art Geographic Information Systems (GIS) and Data Mining Systems (DMS) functionality in an open, highly extensible, internet-enabled plug-in architecture. By adapting methods from Machine Learning and Bayesian Statistics to spatial data analysis the state of the art in Data Mining will be advanced. The state of the art in GIS will also be advanced by developing new methods for the visualisation of spatial and temporal information. SPIN will be tested and evaluated by applications to seismic and volcano data analysis and to the web-based dissemination of census data.%Objectives:- To develop a generic system architecture that integrate state of the art GIS and DMS functionality in an open, extensible, internet-enabled plug-in architecture.- To adapt Machine learning methods, especially first-order learning methods to spatial data mining.- To adapt Bayesian Markov Chain Monte Carlo to spatial data mining.- To adapt and integrate methods for spatial pattern analysis using techniques from exploratory spatial data analysis, statistics and artificial intelligence.- To develop newmmethods for the visualisation of temporal and spatial data.- To develop new methods for visualising data mining results in GIS.- To apply SPIN to web-based dissemination of census data and the analysis of seismic and volcano data.- To develop an innovative business model for web-based information and service brokering with geo-referenced data.Work description:Data mining systems (DMS
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 'NORTH ADRIATIC HYDROGEN VALLEY' (NAHV).

assistant: **Concept**

The North Adriatic Hydrogen Valley – NAHV project builds on the LoI signed in March 2022 by representatives of the Slovenian Ministry of Infrastructure, Croatian Ministry of Economy and Sustainable Development and Friuli Venezia Giulia (FVG) Autonomous Region in Italy, contributing to the European Green Deal and European Hydrogen Strategy goals.The project’s high-level objective is the creation of a hydrogen-based economic, social and industrial ecosystem based on the capacity of the quadruple helix actors. This will drive economic growth, generating new job opportunities in the framework of both the green and digital transitions and, by creating the conditions for wider EU replicability, it will contribute to the creation of a European Hydrogen Economy,To fulfil these objectives the NAHV project involves a well-rooted partnership of 36 organizations (of which 2 in Hydrogen Europe, 3 in Hydrogen Europe Research), covering the transnational Central European area of 3 territories - Slovenia, Croatia and FVG Region, demonstrating cross-border integration of hydrogen production, distribution and consumption, and exchange of over 20% of NAHV annual hydrogen production of over 5000 tons.The project will activate 17 testbed applications in their related ecosystems, clustered in 3 main pillars - hard to abate, energy and transport sectors. These will act as real-life cases for piloting global hydrogen markets, moving from TRL 6 at the beginning to TRL 8 at the end of the project. Four fuel cell applications in the energy and transport sectors will be demonstrated. Testbeds will then be scaled up at industrial level as a replicable model, contributing to the decarbonisation of the 3 territories by harnessing renewables to improve system resilience, security of supply and energy
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 'Electron Spin Noise Scanning Tunneling Microscopy' (ESNSTM).

assistant: **Innovation**

The final goal of this proposal is to develop an SPM technique which is capable of identifying the type of atom which is under the tip while tunneling. The idea is to exploit the recent success in detection the hyperfine coupling between electron and nuclear spins on the surface and to detect the hyperfine coupling between the electron spin on the tip and a nuclear spin on the surface.ESN-STM is an emerging technique that is capable of single spin detection through modulation at the Larmor frequency of the tunneling current.  Recently preliminary studies have shown that using ESN-STM for chemical contrast is a feasible and realistic goal.    To achieve this goal, several improvements to the technique are necessary. To this end, we propose to develop and study four advanced ESN-STM setups: 1) at ambient conditions, 2) at ultra-high vacuum (UHV),  3) at low temperature (LT) and 4) LT-UHV. Each of these setups has its own particular advantage.We shall improve the rf recovery system, the spectroscopic analysis and we shall use magnetic tips and quadrature detection. The spectroscopic parameters that we will use are the g factor and hyperfine tensors and the longitudinal and transverse relaxation times. With the new technique, the chemical identity of the spin centers, the surrounding nuclei, the viscosity, the oxidation state and the motion of atoms and molecules etc can be revealed on the single atom and single molecule levels. The spectral parameters will be sensitive to the local environment. This local information is normally averaged out in macroscopic spectroscopy.The (expected) successful improvement of ESN-STM will provide the SME a market for a new technique of studying paramagnetic species on the surface. Yet, a full success of the project in developing an SPM tec
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 'Personalized Mobility Services for energy efficiency and security through advanced Artificial Intelligence techniques' under Seventh Framework.

assistant: **Concept**

The main goal of MobiS is to create a new concept and solution of a federated, customized and intelligent mobility platform by applying novel Future Internet technologies and Artificial Intelligence methods that will monitor, model and manage the urban mobility complex network of people, objects, natural, social and business environment in real-time. MobiS federation and intelligence is based on the symbiotic relation between these stakeholders, innovative prediction and reasoning methods that are using learned multi-criteria function to provide more efficient, energy-aware and environmental friendly citizen mobility.MobiS will be able to federate novel artificial intelligence services and traditional information platform services coming from the following sources: a) existing transport private or public service providers, b) ambient data, based on sensor infrastructures and c) social networking data.To achieve these challenging objectives, the project will develop MobiS federated platform, prediction/planning/reasoning services, multi-criteria decision function and, federated mobility-based services that correspond to the above mentioned information sources. Solutions will be tested in three pilots: 1) An inter-city mobility scenario in Sweden (Stockholm-Hudiksvall-Sundsvall), where an existing crowdsourcing application will be used, 2) an intra-city scenario in Greece (Thessaloniki) combining a traffic information system and the crowdsourcing application and, 3) a country-wide (inter-city) mobility scenario in Slovenia with a social media application, and selected traffic information system already operated in various parts of the country and in the main cities.The project has 32 months duration, is led by Insiel (IT), technically coordinated by ATOS (Spain) and will
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 'Underemployment and capital accumulation in a decentralized economy. A dynamic general equilibrium perspective' (1994-1998).

assistant: **Innovation**

Most macroeconomic models which analyse the unemployment problem put forward the need for increasing wage flexibility and labour mobility. Up to now these models neglect the presence of quantity constraints such as supply constraints. It is however not obvious that increasing labour market flexibility creates ipso facto the work-stations that will allow firms to employ more workers. The research project aims at contributing to a better understanding of -the determinants of the accumulation of production capacities (and thus of the creation of work-stations) -and of the determinants of the utilisation rate of existing capacities. We want to construct dynamic general equilibrium models where the presence of quantity constraints (such as capacity constraints) is taken into account explicitly. We will then analyse the interactions between the accumulation and the utilisation of production capacities the employment level and the working of the labour market.
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 'SOlid frustrated-Lewis-pair single-atom catalysts for efficient photoCATalytic amidation processes' in the context of a Horizon Europe call.

assistant: **Objectives**

As the shadow of climate change deepens and calls for sustainability grow louder, the fine chemical industry faces a dilemma. On the one side, traditional processes optimised over decades, increasingly fall foul of environmental regulations. This is particularly true for amidations, one of the most commonly performed industrial processes: current power-hungry protocols largely rely on wasteful stoichiometric agents.  On the other side, promising catalytic innovations like Single-Atom Catalysts (SACs) and Frustrated Lewis Pairs (FLPs) fail to make the leap to industry, due to fundamental limitations and lack of scalability studies.SOLCAT will address these challenges by designing Single Atom-FLPs (SA-FLPs),  a novel family of hybrid catalysts. Herein, FLPs will be embedded into the very surface of a solid support, ensuring stability and accessibility. Adjacent to them,  photoactive SACs will be anchored, fostering a synergistic interaction between the two catalytic sites.  Guided by computational models and cutting-edge characterisation, the structure-function relationship of the new catalysts will be elucidated, and continually refined. Armed with these insights, the exceptional activity of the SA-FLPs will be unleashed towards photocatalytic amidations. The process will then be adapted to operate under flow,  bridging the divide between academia and industry. To achieve these objectives, this action will consolidate an interdisciplinary team of experts both in industry and academia.  As a result, a new class of bifunctional catalysts will be established and optimised towards one of the most ubiquitous and polluting industrial processes. Importantly, it will impart a diverse set of skills in research, leadership and project management alongside an extensive network of c
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 'Towards next Generation UV Optical Waveguides' to be submitted under Horizon Europe.

assistant: **Abstract**

Information processing, sensing and life science technologies are currently subject to a revolution driven by integrated photonics that promises high sensitivities and low-power consumption. Photonics based on silicon and silicon nitride cover well the infrared and visible spectrum of light, respectively, and even allow for a low-cost co-integration with complementary metal-oxide semiconductors (CMOS) electronics. However, these technologies do not cover the UV part of the spectrum which is important for many emerging technologies such as biosensing or ion quantum computing. NEXG-UV will innovate a next generation UV-photonics platform based on Alumina,public which is not only transparent in the UV-spectrum and features a great power capacity but also is compatible with large-scale fabrication of the CMOS platforms. Contrary, to prior attempts we will realize alumina photonic devices with smooth sidewalls and surfaces. Like copper patterning of the CMOS back-end, we will make use of chemical mechanical polishing in combination with a dry-etched dielectric template and high-aspect ratio deposition techniques such as ALD. This will enable photonic elements with small-feature sizes, large scale aspect-ratios and especially smooth surface to supress Rayleigh scattering that normally dominates losses at shorts wavelengths. This will have a significant impact for instance in quantum computation on trapped ion qubit systems and in life sciences on label free sensing/detection of biomolecules.


**Keywords:** Integrated Photonics, Waveguides, Alumina, Silicon Oxide, ALD, Ultraviolet, CMP
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 'Adaptive Modular Architecture for Rich Motor Skills' (AMARSi), addressing dissemination and exploitation.

assistant: **Impact**

Compared to animals and humans, the motor skills of today's robots still must be qualified as poor. Their behavioural repertoire is typically limited to a narrow set of carefully engineered motor patterns that operate a rigid mechanics and lack situated adaptivity, learnability and dynamical fusion of motor primitives into complex, task-oriented behavioural patterns.The AMARSi Integrated Project aims at a qualitative jump toward biological richness of robotic motor skills, a jump to complex, task-oriented interaction sequences between a robot and a human caretaker.It comprises leading groups from robot engineering, compliant mechanics, morphological computing, human motor research; biomechanics, theoretical biology, machine learning. The project deploys:- coordinated and simultaneous development of compliant mechanics, pervasive learning and dynamical-systems based control architectures, centered on the concept of adaptive modules;- mutually informing research in human motor behavior and robotics;- reliance on compliant mechanics and morphological computing for flexibility, computational and motoric speed, safety and damage-robust learning;- novel learning paradigms (unsupervised, reinforcement and imitation) drawing from principles of reservoir computing;- control architectures based on dynamical (neural) systems throughout, also on the higher cognitive levels.Robotic demonstration with a compliant version of the iCub robot and a compliant quadruped Cheetah platform will manifest progress. The robots will engage in an interaction with a human caretaker at the level of a young child playing open-ended in a cluttered and rough environment. Hardware and software solutions will be made publicly available as open sources.Ultimately, the naturalness of such compliant robots
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 'Computer-aided Van der Waal Heterostructure Device Design using Unique Response to Electric Fields' under Horizon 2020.

assistant: **Concept**

The van der Waals heterostructure has been a central focus of materials research and nanotechnology for a decade. It is because this heterostructure can provide device platform highly flexible for materials combination. Thanks to those advantages, this heterostructure system is highlighted for potential application for flexible and low-power consumption electronics. In this research proposal, we will propose new device architecture using novel 2D physics under an electric field. Because of its low-dimensional nature and transparency of electric field, the band structure at the heterostructure can be remarkably modulated. Our objective is to design new device architecture using this phenomenon. To achieve it, we will find out best heterostructure using high-throughput calculations and will design the device architecture. Then, we will simulate the device characteristics using DFT-NEGF method and validate it experimentally. This approach is pioneering for coming up with new device architecture, which will open a new direction beyond the state-of-the-art. Thanks to its novelty, it is expected to have a high impact in the fields of physics, materials science, and nanoelectronics. Through this research project, the applicant will obtain valuable opportunity for career development and will promote interdisciplinary nature of this research field.


**Keywords:** Density Functional Theory, High-Throughput screening, NEGF device simulation, Experimental validation
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 'IT tools and methods for managing migration FLOWS' under Horizon 2020.

assistant: **Concept**

Prediction and management of migration are a major challenge for the European Union and also for many different stakeholder groups that provide resources and assistance to migrants along their journey. Yet, in order to develop better strategies and instruments among policy makers and practitioners in the field of migration, we still need a deeper understanding of this phenomenon.ITFLOWS will generate novel insights on migration. The purpose of ITFLOWS is to provide accurate predictions and adequate management solutions of migration flows in the European Union in the phases of reception, relocation, settlement and integration of migration, according to a wide range of human factors and using multiple sources of information. These insights will be provided by an evidence-based ICT enabled solution (the EUMigraTool) and precise models. All solutions will have fitness for purpose continually validated by policy-makers and practitioners in cooperation with civil-society organisations in a dynamic and  iterative process.ITFLOWS will propose tailor-made solutions for practitioners and policy makers for managing migration. On the one hand, the EUMigraTool targets first-line-practitioners, second-level reception organisations and municipalities. It will provide modular solutions based on the prediction of migration flows and the identification of risks of tensions between migrants and EU citizens. On the other hand, an in-depth analysis on drivers, patterns and choices of migration as well as public sentiment towards migration will lead to the drafting of adequate recommendations and good practices for policy makers, governments and EU institutions.


**Keywords:** Prediction, migration flows, models, management, digital solutions, tool, research, policy recommendations, tension