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 the 'Objectives and Scope' section of a Seventh Framework proposal for the project 'Pattern REcognition-based Statistically Enhanced MT'.

assistant: **Objectives**

This proposal describes PRESEMT, a flexible and adaptable MT system, based on a language-independent method, whose principles ensure easy portability to new language pairs. This method attempts to overcome well-known problems of other MT approaches, e.g. bilingual corpora compilation or creation of new rules per language pair. PRESEMT will address the issue of effectively managing multilingual content and is expected to suggest a language-independent machine-learning-based methodology. The key aspects of PRESEMT involve syntactic phrase-based modelling, pattern recognition approaches (such as extended clustering or neural networks) or game theory techniques towards the development of a language-independent analysis, evolutionary algorithms for system optimisation. It is intended to be of a hybrid nature, combining linguistic processing with the positive aspects of corpus-driven approaches, such as SMT and EBMT.In order for PRESEMT to be easily amenable to new language pairs, relatively inexpensive, readily available language resources as well as bilingual lexica will be used. The translation context will be modelled on phrases, as they have been proven to improve the translation quality. Phrases will be produced via a semi-automatic and language-independent process of morphological and syntactic analysis, removing the need of compatible NLP tools per language pair. Parallelisation of the main translation processes will be investigated in order to reach a fast, high-quality translation system. Furthermore, the optimisation and personalisation of the system parameters via automated processes (such as GAs or swarm intelligence) will be studied. To allow for user adaptability, all the corpora used in PRESEMT will be retrieved from web-based sources via the system platform,
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 'Randomised controlled trial to evaluate electronic Symptom Management using the Advanced Symptom Management System (ASyMS) Remote Technology for patients with cancers' (ASyMS) under Seventh Framework.

assistant: **Objectives**

The eSMART programme of work will demonstrate the effects of a real-time, mobile phone based, remote patient monitoring intervention on key patient outcomes and delivery of care provided to people with cancer during and after chemotherapy. Utilising the remote patient monitoring system, the Advanced Symptom Management System (ASyMS), will reduce the symptom burden experienced by patients receiving chemotherapy, improve their quality of life (QoL) during acute treatment and survivorship, and result in changes in clinical practice and improved delivery of care for patients with cancer. eSMART involves 11 European and one American partner as well as cancer care clinicians from all partner countries. A two-group, multicentre, repeated-measures randomised controlled trial (RCT) will be conducted across 14 sites in Europe, 1108 patients will be recruited. Adult (>18 years) patients diagnosed with breast, colorectal cancer or haematological cancers, commencing first-line chemotherapy and planned to receive at least 3 cycles of chemotherapy will be invited to participate. Work will take place in four consecutive phases. Members of the European Cancer Patient Coalition have an integral role as advisors at every stage of the programme to provide advice and feedback and ensure that work is conducted in line with patients’ perspectives and needs. eSMART will demonstrate how delivering patient focused, anticipatory care via technology can improve outcomes for people with cancer whilst simultaneously addressing the increasing demands on acute services across Europe by; enhancing  patient outcomes and quality-of-life improvement; promoting of advances in cancer care; reducing social and economic barriers in cancer care; accelerating interoperability and collaboration across Europe and
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 'Polar Snow, Permafrost, and Inland Ice in a changing world' (SnowPI) under Horizon Europe.

assistant: **Objectives**

The effects of present-day climate change are clearly visible in the frozen parts of our planet, where ongoing glacier melt, accelerating ice sheet retreat, permafrost thaw and declining snow extent are well documented. This is especially evident in the polar regions which are warming faster than the rest of the world which will have global and regional impacts. Here, climate adaptation remains challenging, partly due to uncertainties in climate projections arising from insufficient understanding and model representation of snow, glaciers, ice sheets, and permafrost, and their interactions with the atmosphere and ocean. Snow plays a central role in modulating the cryosphere’s response to climate change. Yet, snowpack and snow processes remain poorly understood, observed, and modelled.  SnowPI will advance our understanding of, and ability to observe, study, and project changes in the frozen terrestrial surface through the lens of snow. SnowPI will achieve this by exploiting emerging technologies, latest scientific discoveries, state-of-the-art models, in-situ and remotely sensed observations alongside its novel observations and model advances. Uniquely, SnowPI will also pursue a novel approach to developing climate information in support of adaptation strategies in the polar regions. This approach follows two converging pathways to deliver climate information in support of climate adaptation that can exploit emerging scientific and model advances more swiftly than traditional approaches. The contributions from SnowPI will include 1) new knowledge and improved capabilities to model and observe changes in snow, glaciers, ice sheets, and permafrost; and 2) state-of-the-art assessments of regional and global impacts of the changing cryosphere to support climate adaptation s
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 'Interdisciplinary analysis of successful implementation of energy efficiency in the industrial, commercial and service sector' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

Objectives The project aims to contribute to the European energy policy by providing holistic in depth analyses of successful national activities in the field of energy efficiency. Based on the empirical investigation of positive examples with emphasis on SME in less energy intensive sectors, it is the objective to elaborate concepts of economic and social marketing strategies to promote energy efficiency in industry and service. Using an interdisciplinary approach, the project will examine the interdependencies between political, economic and social boundary conditions, the programme design or the character of activity, and the energy related individual and social behaviour of agents within the target groups. To achieve this goal, the project aims to identify the main actors involved in the implementation process, the crucial determinants of their behavior, and relevant factors of influence and of interference for energy policy. Technical Approach The study will concentrate on case studies of successful implementation processes based on in depth interviews with internal and external actors. In combination with techno-economical variables from traditional barrier analyses, aspects from a socio-economical and socio-psychological perspective are included. Companies are seen as parts of social networks of different types of institutions and groups, underlining the importance of cooperation and social interactions. The case studies differ in terms of type and actors involved. Successful implementation of energy efficiency in industry will be approached both from top-down" when analysing, e.g., public programmes as from "bottom-up" when evaluating industrial success stories without direct programme context. Due to common work hypotheses and interview structures concerning 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: Describe the specific objectives and expected outcomes for 'Improving the performance and adhesion properties of woodcoatings with the use of flame ionisation technology' in the context of a Fourth Framework call.

assistant: **Objectives**

The main objective of this project is to improve the long-term performance of factory finished joinery components for exterior use. The use of the flame ionisation technique will enable this to be achieved with existing coatings without the need to resort to product reformulation. The proposal pertains to AREA 1 - Integrated Production and Processing Chains and relates specifically to sub-areas 1.3.4 and 1.3.2.1. The work will be directed at the exterior joinery market where the performance of coatings on wooden substrates are critical to the long-term success of finished joinery. Before developing a schedule of optimisation for individual species of commercial importance, the project will investigate the effects of timber processing variables on the flame ionisation process and its impact on improving the adhesion properties of woodcoatings (including basecoats)at the wood surface boundary. Validation of the project findings will be by means of a programme of adhesion studies and natural weathering trials which will include test windows flame-treated and coated in a commercial environment as part of a study examining the ease with which the process can be integrated into a commercial manufacturing operation. There are a number of sub-objectives which relate directly to the 'raw material to market chain' These are :1) to develop an optimised technique for specific timber species using flame ionisation technology to improve the wettability and adhesion properties of woodcoatings to softwoods and hardwoods of commercial importance. 2) to assess the influence of substrate variables in order to establish optimised 'process templates' for individual species. 3 to relate changes in the surface properties of solid wood substrates after flame ionisation, with their effects on l
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 Seventh Framework proposal on 'Energy Efficient Vehicles for Road Transport'.

assistant: **Innovation**

Road transport is the second largest EU producer of CO2, one of the greenhouse gases responsible for climate change. While some improvements in efficiency of road vehicles have been achieved, continued growth in traffic and congestion mean that CO2 emissions from road transport have grown overall. At the same time rising fuel prices and supply instability also give pressure for increased efficiency.  The EC has set targets for the average CO2 emissions of new vehicles to be 120 g/km by 2012, with further reductions needed to achieve a 40% reduction in CO2 from light passenger vehicles by 2020.  The EE-VERT project will develop technologies that will play a key part in achieving these goals.  Despite improvements in individual areas of the modern vehicle such as powertrain, a considerable amount of energy is wasted due to the lack of an overall on-board energy management strategy.  Further electrification of auxiliary systems (the ""more electric vehicle"") promises energy and efficiency gains, but there is a need for a co-ordinated and predictive approach to the generation, distribution and use of energy. In the state-of-the-art, power is generated with little knowledge of the actual loads, and some systems (both electrical and mechanical) consume power continually regardless of demand. The introduction of systems such as alternator set-point control and EPAS are first steps towards optimising energy use but such systems operate in isolation.  This project will develop strategies in conventional vehicles, also applicable to hybrids, for overall energy management (thermal and electrical) to reduce fuel consumption and CO2 emissions. Also, the need for the strategies to guarantee power supply to safety-related systems will be considered.  It is estimated that EE-VERT tech
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 'Reconstructing regulatory networks from high-throughput post -genomic data' to be submitted under Sixth Framework.

assistant: **Abstract**

The overall goal of this multidisciplinary project is to combine functional genomics and computational modelling into a novel integrative systems approach aimed at identifying key components of the regulatory networks involved in cell physiology. The proposal aims to develop a computational framework based on a probabilistic modelling technique (Bayesian state-space models), within the context of real-world scientific problems.In this project we propose innovative directions to significantly extend this network modelling approach, incorporating into the model learning and inference process nonlinearities that reflect the underlying biological mechanisms and prior knowledge in the form of known connections. In the first phase of this research, the focus will be to develop the computational framework to effectively model the temporal gene expression profiles of a subset of genes derived from differential expression profiling.
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 'Group 1 and Group 2 Metal-Metal Bonds. Tailored Reduction Reagents in Synthesis and Catalysis.' in the context of a Horizon Europe call.

assistant: **Objectives**

The increasing demand for environmentally friendly reagents to perform sustainable processes has become of paramount relevance for modern academia and industry. Transition metal-based catalysts are long-established players in many important chemical transformations, given their ability to cleave and form chemical bonds with facile oxidation state changes. Their high cost and/or toxicity, however, have prompted the search for potential replacements. The past decades brought fascinating discoveries of main-group-based species exhibiting low-oxidation states and/or metal–metal bonds with excellent and tunable reducing properties. Nonetheless, despite formidable efforts invested in broadening the scope, existing examples are restricted to Mg-containing molecules, while other s-block metal-metal bonds remain unaccomplished. MeMe-BONDS will address this challenge by engineering novel sustainable reductants based on hitherto unknown s-block bonds stabilized by tunable electronic interactions. This breakthrough will be possible by combining the steric shielding provided by commonly used ligands with the introduction of a σ-acceptor functionality to tame the inherent reactivity of formed radical intermediates. This innovative metal-ligand interaction will allow for the precise incorporation of one or two extra electrons, resulting in a unique electronic structure, which - under suitable conditions - will afford the new s-block metal–metal bonds. Tandem experimental and computational methods will enable a fundamental understanding of the electronic structures and their interplay with the nature of the substituents. The properties and reactivity of these novel bonds will be thereby tuned, opening the door for application in small molecules’ activation and as electronically versati
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 'Optimal SIC substR ates for Integrated Microwave and Power CircuitS', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

OSIRIS project, a Research and Innovation Action (RIA), aims at improving substantially the cost effectiveness and performance of gallium nitride (GaN) based millimetre wave components. The project proposes to elaborate innovative SiC material using isotopic sources. This material will offer thermal conductivity improvement of 30% which is important for devices dissipating a lot of power, in particular in SiC power electronics and in microwave device using GaN high electron mobility transistors (HEMT) grown on SiC semi-insulating substrates. OSIRIS project will allow reinforcing GaN technology penetration into the market by cost effectiveness of the SiC substrates and circuit performances improvement thanks to better heat spreading close to the dissipative area.For microwave GaN/SiC HEMT this isotopic approach could create a complete shift in the currently used substrate / GaN epi-wafer technology; it intends to grow high thermal conductivity (+30%) semi-insulating SiC on top of low cost semiconducting SiC substrates (widely used by the power electronics and LED industries). Reduced layer thickness is necessary as only the top 50 to 100µm SiC wafer is really useful as the substrate itself is currently thinned to realise microstrip waveguided microwave circuits. For power electronics, this isotopic innovation will be essentially focused on thermal improvement, i.e. better electron mobility at a given power dissipation as mobility and drift mobility decrease with temperature and also better carrier transport thanks to lower scattering rates. Schottky and p-i-n diodes will be tested using this material, which however will have to be doped while microwave devices need semi-insulating materials.The improved thermal SiC properties will be obtained by using single isotopic ato
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 'Modeling congenital heart disease (CHD) in ISL1+ cardiovascular progenitors from patient-specific iPS cells' (CHD) under Seventh Framework.

assistant: **Objectives**

Tetralogy of Fallot (TOF) is the most common congenital heart disease (CHD) occurring 1 in 3000 births. Genetic studies have identified numerous genes that are responsible for inherited and sporadic forms of TOF, most of which encode key molecules that are part of regulatory networks controlling heart development. The identification of two populations of cardiac precursors, one exclusively forming the left ventricle and the second the outflow tract, the right ventricle and the atria, has suggested a new approach to interpret CHDs, in particular in TOF, not as a defect in a specific gene, but rather as a defect in the formation, expansion, and differentiation of defined subsets of embryonic cardiac precursors. The LIM-homeodomain transcription factor ISL1 marks the second population of cardiac progenitors, but little is known about its downstream targets, and how causative genes of CHDs affect cell-fate decisions in the ISL1 lineage. The main goals of this research program are: (1) to decipher the functional role of Isl1 downstream targets identified by a genome-wide ChIP-Seq approach; (2) to generate induced pluripotent stem (iPS) cells from controls and patients affected by severe forms of TOF characterized by defects in heart compartments known to derive from ISL1 cardiac progenitors; (3) to direct these iPS cells to ISL1+ cardiovascular precursors and identify cell-surface makers enabling their antibody-based purification; and (4) to use TOF-iPS-derived ISL1+ progenitors as an unique in vitro model system for deciphering molecular mechanisms that govern the fates and differentiation of this progenitor lineage and determine the pathological phenotype seen in TOF. This work will shed light on the molecular mechanisms of ISL1+ cardiac progenitor lineage specification an