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 Fourth Framework proposal for the project 'Baroque Artificial Marble: Environmental Impacts, Degradation aand Protection'.

assistant: **Objectives**

This proposal is concerned with degradation and weathering of artificial marble by environmental and climatic impacts. Hygric and thermal swelling and shrinking processes as well as crystallisation of salts are responsible for the deterioration of highly valuable baroque marble imitations, used for the decoration of church and palace interiors in Central and South Eastern Europe. For a better understanding of the weathering mechanisms and to avoid further damage to these materials, basic investigations into their physical and chemical properties and studies of their interaction with humidity and climate are urgently needed. The investigations planned will mainly be carried out at the Dukes Chapel, being part of the famous Cistersian abbey in lower Silesia/Poland. The church is a masterpiece of European baroque architecture with rich artificial marble decoration of the interior. Environmental impacts from ground water, drained precipitation from outside as well as temperature and humidity changes inside the church resulted in damage of the colourful plasters. Main objectives of the investigations will be: a complete inventory and digitised documentation of the current state of thechapel preservation. the determination of the structure and chemical composition of both inorganic and organic components of the artificial marble, including binders, filling materials, pigments and coatings. to identify significant steps of the original technology of preparing and applying the material. the determination of factors relevant for the decay of the material. the identification of discontinuities in the structure of the system walllayer and gradients of the physical properties. gaining information on diurnal and seasonal variations of the microclimate and the interaction with the ma
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 'Media Homes: Housing Precarity on Screen in Ireland, Portugal and the UK from the 2008 crisis to COVID-19.' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

This project aims to carry out ground-breaking work on European film and media representations of the home and their networks of production and circulation from the 2008 economic crisis to the COVID-19 emergency. It will take as case studies Ireland, Portugal and the UK to investigate representations of the home, housing precarity and homelessness, focusing on the aspect of socioeconomic inequality across gender, race and class. Its overall objective is to devise, through a strongly interdisciplinary methodology combining methods in the humanities with studies in the social sciences, a new, transnational model to analyse screen narratives of housing precarity, their production and circulation. Across a range of documentaries, essay films, realist features and short non-fiction films the project will investigate the representation of an ongoing housing crisis and trace their intersections with the developing corpus of housing precarity in the lockdown and the pandemic. Within this corpus, I will consider three modes of media activity: 1) representation 2) production and 3) circulation (distribution and screening). The main research objectives of the action are: 1) to build a transnational corpus of media representations of the urgent challenge of housing precarity and inequality within European cinema and to provide an innovative model for its analysis across media genres,  2) to understand who the subjects producing this corpus are and whether filmmakers from a variety of gender, race and class backgrounds have equal access to representation or not 3) to understand how films about housing circulate across different platforms online and offline and in society at large  4) to investigate how these productions have been affected by the transformation of the home into a sit
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 Horizon Europe proposal for the project 'Sustainable Peri-Urban framework for Climate Neutral development'.

assistant: **Objectives**

The SpurUP project brings together 34 partners from 11 EU countries, including universities and research institutions, technology providers, local authorities, industries and NGOs. This diverse and experienced team will work together to create resilient, climate-neutral peri-urban regions that enhance the sustainability and well-being of communities, addressing the challenges under the domains of industry and governance.SpurUP aims to integrate net-zero technologies and foster participatory governance to tackle environmental pressures and fragmented governance in these regions. The project will establish Local Green Deals (LGDs) to unite public and private sectors in reducing greenhouse gas (GHG) emissions, improving energy efficiency, and promoting social equity and sustainability.Implemented through 3 Living Labs in Thessaloniki, Greece; Aalborg, Denmark; and Jesi, Italy, SpurUP will test innovative technologies and digital tools tailored to each region's needs. Key objectives include decarbonization, circular economy practices, and enhanced governance and stakeholder engagement. Additionally, 3 replication sites in Stara Zagora, Bulgaria; Tulcea, Romania; and Bristol, UK will further demonstrate the scalability and adaptability of the solutions.SpurUP aims to significantly reduce GHG emissions, improve energy efficiency, and increase the deployment of renewable energy technologies. The project will promote sustainable industrial practices and better integrate peri-urban areas into planning processes.The project employs a three-tier strategy to maximize impact and scalability. The first tier involves testing and validating solutions in the Living Labs. The second tier engages an external group of stakeholders, including regional and local authorities, to provide feedb
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 'Knowledge Driven Data Exploitation'.

assistant: **Objectives**

The development of innovative technology for the discovery new insights (such as trends) of digital data and real time guidance of using digital data is one of the priorities in the areas of semantic technologies. The first objective of this project is the identification of novel query generation techniques to facilitate experts to  identify key dimensions within semantic data and to recommend users with queries related to their interests, with an emphasis on the development of innovative techniques for efficient and scalable query generation and query answering.We first evaluate the query generation approaches with two use cases on  electronic tender data and healthcare data. The most promising and effective approaches will be further investigated with the view of dealing with  update of the data and relevant knowledge. For example, the EU Tenders Electronic Daily (TED, http://ted.europa.eu) data is updated daily; bio-medical data regarding patients is constantly generated. The main goals of the projects are (1) the development of efficient and scalable query generation techniques with potential for dealing with streaming data and knowledge, (2) detailed studies of their use for exploiting both public data (such as TED data) and private data (such as that in the healthcare domain), with the  future perspective of using these novel knowledge driven data analysis tools as diagnostic and guidance tools for domain experts and end users.
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 Horizon 2020 proposal for the project 'Greenhouse Gas and Pollutant Emission Reductions  using Plasma-Assisted Combustion for a Blue Planet'.

assistant: **Objectives**

To fight climate change, we must urgently reduce the CO2 emissions caused by fossil-fuel combustion, which represents today over 80% of the primary energy production. Clean electrified solutions are on the horizon but are unlikely to reach commercial development before 2040. Novel CO2-neutral (biofuels) or CO2-free (H2) combustion technologies are widely considered, but these technologies face increasingly stringent regulations on pollutant emissions, in particular nitric oxides and carbon monoxide. To reduce pollutants, the strategy is to use low-temperature flames. However, these flames are prone to instabilities and extinction, thus causing safety issues. Plasma-assisted combustion (PAC) is a highly promising method to stabilize low-temperature flames thanks to the extraordinary ability of plasma discharges to efficiently produce combustion-enhancing radicals. Today, however, their effects on pollutants are poorly understood and their scalability to industrial combustors remains to be proven.Our goal is to bring PAC to the level of maturity needed to make it practical on real combustion devices. For this, we will first elucidate the thermochemical mechanisms of plasma stabilization in CH4- and H2-air flames and their impact on pollutant emissions. This will require measuring the rates of poorly known reactions involving excited electronic states of molecules with advanced femtosecond optical diagnostics. With this knowledge, we will explore two novel strategies to minimize pollutants. We will then develop a robust and versatile multi-physics model to predict PAC effects in large-scale combustors. The final challenge will be to demonstrate for the first time a stable, low NOx, hydrogen/air flame in a combustor representative of aircraft engines. Beyond combustion, thi
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 'Ultra-small implanted neurostimulation device for the treatment of Obstructive Sleep Apnea' (Nyxoah).

assistant: **Innovation**

Obstructive Sleep Apnea is the world's most common sleep disorder and affects 100m people worldwide. It is particularly prevalent among elderly and obese cohorts and is a lifelong disease, with acute and chronic health impacts. It is linked to increased cardiovascular morbidity and mortality, and associated with increased risk of heart attack, cardiac arrhythmia, stroke, daytime sleepiness, depression and poor neurocognitive performance. Estimated annual economic costs of the disease are €60-150b. Established therapeutic options are uncomfortable with unpleasant side effects and/or ineffective; they can also require invasive surgery. Compliance is a major problem with the first line treatment, CPAP: 50% of users refuse it outright or fail to continue use after 1 year. Nyxoah's disruptive neurostimulation device responds directly to these needs and drawbacks. Central to the system is a tiny device implanted under the chin that - compared to other neurostimulator implantations - is smaller, less invasive and has lower risk of infection. The device is powered wirelessly by an activation chip, which is attached to a disposable smart patch and stuck under the chin before sleep. No mask, no noisy machine, no unpleasant side effects. The chip has a closed feedback loop with the implant, which detects tissue resistance and tells the chip to adjust the pulse to keep constant pressure on the nerve, to avoid burnout; it also communicates wirelessly with an app, which displays useful information (synced with the cloud) for use by patients, physicians and social security agencies; this is a key development to allow treatment compliance monitoring and therefore for reimbursement. During the Phase 1 project, the company, founded in 2009, will assess scale-up industrialization plan, pr
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 of Cost-Effective Process for Phyco-Remediation of Dairy Wastewater and Valorization of Algal Biomass for Production of Biofuel and Biochemical: A Sustainable Approach towards Bio-Refinery' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Currently, Dairy Wastewater (DW) is seen as a major global problem, difficult and expensive to treat and potentially very harmful to the environment as it contains high amounts of organic and inorganic content. The current treatment methods (physicochemical and conventional) are energy-intensive and don’t sufficiently remove the nutrients. But, with the high amount that is produced worldwide: 0.2‒10 L wastewater/ L of milk processed; this is potentially a valuable resource that, if utilized appropriately, can provide high-value green chemicals and biofuel. Therefore, a new cost-effective method for the treatment of DW along with the generation of valuable biomass needs to be developed. In this context, AlgalBB proposes the concept of biorefinery for the substantive treatment of DW via microalgae, coupled with biodiesel and bio-succinic acid (SA) production. These objectives will be pursued through 1) The designing of a microalgae consortia that can remediate DW to achieve a zero-waste process and generate lipid/carbohydrate-rich algal biomass; 2) The green synthesis of magnetic nanocatalyst for developing a low-cost, efficient method for in-situ transesterification for wet algal biomass to produce biodiesel; 3) Development of multienzyme magnetic nanocatalyst for efficient enzymatic hydrolysis to recover fermentable sugars from algal biomass; 4) Immobilization of fermentative bacteria for fermentation of sugars into SA. The interdisciplinary AlgalBB will apply cutting edge biology tools to complete the aforesaid objectives. AlgalBB adopts a circular economy approach that directly addresses clean water, clean energy; actions established by the EU Horizon Work Programme and will support the competitiveness of European biorefineries. The acquisition of transferable skills
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 'Stream Learning for Multilingual Knowledge Transfer' (SELMA) under Horizon 2020.

assistant: **Objectives**

SELMA builds a continuous deep learning multilingual media platform using extreme analytics.  Large amounts of multilingual text and speech data are available in the internet, but the potential to fully take advantage of this data has remained largely untapped. Recent advances in deep learning and transfer learning have opened the door to new possibilities – in particular integrating knowledge from these large unannotated datasets into plugable models for tackling machine learning tasks.  The aim of the  Stream Learning for Multilingual Knowledge Transfer (SELMA) is to address three tasks: ingest large amounts of data and continuously train machine learning models for several natural language tasks; monitor these data streams using such models to improve multilingual Media Monitoring (use case 1); and improve the task of multilingual News Content Production (use case 2), thereby closing the loop between content monitoring and production.  SELMA has eight goals: 1. Enable processing of massive video and text data streams in a distributed and scalable fashion 2. Develop new methods for training unsupervised deep learning language models in 30 languages 3. Enable knowledge transfer across tasks and languages, supporting low-resourced languages  4. Develop novel data analytics methods and visualizations to facilitate the media monitoring decision-making process  5. Develop an open-source platform to optimize multilingual content production in 30 languages  6. Fine-tune deep learning models from user feedback, reducing recurring errors 7. Ensure a sustainable exploitation of the SELMA platform  8. Encourage active user involvement in the platform.  Achieving these aims requires advancing the state of the art in multiple technologies (transfer learning, language modelling, sp
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 'Stratospheric and upper tropospheric processes for better climate predictions' (STRATOCLIM) targeting Seventh Framework.

assistant: **Abstract**

StratoClim will produce more reliable projections of climate change and stratospheric ozone by a better understanding and improved representation of key processes in the Upper Troposphere and Stratosphere (UTS). This will be achieved by an integrated approach bridging observations from dedicated field activities, process modelling on all scales, and global modelling with a suite of chemistry climate models (CCMs) and Earth system models (ESMs). At present, complex interactions and feedbacks are inadequately represented in global models with respect to natural and anthropogenic emissions of greenhouse gases, aerosol precursors and other important trace gases, the atmospheric dynamics affecting transport into and through the UTS, and chemical and microphysical processes governing the chemistry and the radiative properties of the UTS. StratoClim will (a) improve the understanding of the microphysical, chemical and dynamical processes that determine the composition of the UTS, such as the formation, loss and redistribution of aerosol, ozone and water vapour, and how these processes will be affected by climate change; (b) implement these processes and fully include the interactive feedback from UTS ozone and aerosol on surface climate in CCMs and ESMs. Through StratoClim new measurements will be obtained in key regions: (1) in a tropical campaign with a high altitude research aircraft carrying an innovative and comprehensive payload, (2) by a new tropical station for unprecedented ground and sonde measurements, and (3) through newly developed satellite data products. The improved climate models will be used to make more robust and accurate predictions of surface climate and stratospheric ozone, both with a view to the protection of life on Earth. Socioeconomic implications w
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 'Adaptive Rate-Distortion Optimised sound codeR' (ARDOR).

assistant: **Innovation**

The emergence of time-varying heterogeneous network environments and the convergence of traditional consumer electronics and mobile communications have led to a clear need for universal sound codecs. Currently, such codecs do not exist. The objective of the ARDOR project is to develop a universal sound codec that adapts to the time-varying characteristics of the input signal, to userpreferences, and to time-varying network and application constraints, such as bitrate, quality, latency, and channel errors. This objective will be achieved with a rate-distortion optimisation control system, using an innovative perceptual distortion measure. This system will configure into the most optimal codec using a set of advanced, complementary sub-coding strategies and will provide the versatility required for the ambient intelligent landscape that is currently developing in society.OBJECTIVESThe objective of the ARDOR project is to meet the need for a universal codec that has been created by the emergence of time-varying heterogeneous networks and by the convergence of traditional consumer electronics with mobile communications. A universal sound codec will be developed that adapts to the time-varying characteristics of the input signal, to time-varying network and application constraints and to user-preferred codec attributes. The codec will be based on an architecture consisting of a set of advanced sub-coding strategies, and a control system that allocates rates and signal components to each sub-coder using an innovative perceptual distortion measure.DESCRIPTION OF WORKThe development of a truly adaptive codec is a challenge to the merging fields of speech and audio coding that will require innovations on several fronts. Within the project, a codec will be created that encodes ge