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: Write clear, measurable objectives and define the scope for the project 'Direct Air Capture for on-site CO2 utilization in greenhouses' (C-DAC) under Horizon Europe.

assistant: **Objectives**

CO2 is recognized as the main pollutant responsible for global warming. On the other hand, 230Mt fossil-based CO2 is consumed globally as feedstock for different industries, including greenhouses, fertilizers, carbonated drinks and food preservation. With volatile and soaring prices of liquified CO2, raising 10x last year (from €200 to €2.000/t), why don't we take it back from the atmosphere and use it as a valuable feedstock? Although high enough to cause climate change, atmospheric CO2 concentration makes up just 0.04% of the air we breathe, low enough to make it tricky to capture cost-efficiently. CARBOMINER has developed C-DAC as a novel Direct Air Capture technology for selective CO2 binding from the open air in a fully electric and cost-effective process. Based on wet absorbent fiber for CO2 capture and patent pending BPM electrodialysis pH-swing for CO2 regeneration, C-DAC has been demonstrated into greenhouses to bring low-cost fossil-free CO2 vs current CO2 supply options.


**Keywords:** Direct Air capture
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 'Concept and Approach' section for a Horizon Europe proposal on 'Source to Sea: Leveraging community knowledge and action for restoring the Danube River basin and the Black Sea region'.

assistant: **Concept**

SoS2LearnDBS aims to drive community-led restoration of oceans, seas, and waters, by applying a comprehensive, multi-pillar approach to the Danube River basin and Black Sea region. By enhancing water literacy and community engagement through cooperative learning and capacity-building programs, the project will empower local stakeholders to implement innovative solutions across multiple areas, including technological, nature-based, social, cultural, regulatory, financial, and governance approaches. Strategic planning and adaptive management will support the creation of transition agendas that align with regional and EU environmental restoration goals.Two forms of cascade funding (FSTP) and technical assistance will be provided to communities of actors, emphasizing practical skills, resource access, and social innovation to ensure sustainable and scalable restoration efforts. Initiatives benefiting from this funding must make a clear contribution to the Mission Ocean objectives and targets of protecting and restoring marine and freshwater ecosystems and biodiversity, preventing and eliminating pollution, and/or advancing a carbon-neutral, circular blue economy.The project will implement a robust monitoring and evaluation framework to track progress and incorporate continuous feedback to optimize outcomes. Communication, dissemination, and exploitation activities will leverage digital platforms, gamification, and interactive tools to engage a wide range of stakeholders and maximize the project’s reach and impact.SoS2LearnDBS will align with existing EU initiatives, including the Mission Ocean Implementation Platform and other Lighthouse projects, contributing to the broader objective of restoring Europe’s marine and freshwater ecosystems by 2030. The consortium’s geographi
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 'pREservIng fuNdamental rIghTs In the use of digitAl technoLogIes for e-health ServicEs' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

REINITIALISE aims to strengthen scientific excellence and innovation capacity at UMCS (PL) in the field of preservation of fundamental rights in the design and use of digital technologies and digital communication for e-health services, with a specific focus on a) health-oriented technologies for active ageing, and b) prevention care in the sectors of nutrition and dietetics. Within this overall objective, REINITIALISE also aims to increase the capacity to attract and successfully manage EU funds at UMCS, and to involve, train and mentor Early-Stage Researchers (ESRs).The twinning exercise carried out by REINITIALISE defines and implements a scientific strategy and a process of knowledge transfer which leverages on excellence of KUL (BE), UNIMC (IT), and EUC (IT), as well as on complementarities and synergies among Smart Specialization Strategies of the 3 regions involved.To achieve these goals, REINITIALISE puts together a comprehensive plan of collaborative activities, characterized by: -attention to reinforce the strategic thinking capacities of UMCS;-a highly interdisciplinary approach, supported by the integration between social sciences and humanities and technology;-a constant and active involvement of different stakeholders and the business community;-an ad hoc training and mentoring for ESRs;-an ad hoc training on EU project design and management of EU funds.The plan of collaborative activities includes: staff exchanges for senior researchers and ESRs, academic symposiums, job shadowing and cross functional mentoring, showcase events, lunch & learn events, summer and winter schools, Venture Lab.With regard to the Work Programme, REINITIALISE contributes to the reduction of internal disparities in the EU in terms of R&I performances, by focusing on UMCS and lead
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 'A novel modular solar air source heat pump system' (SOLARIS) targeting Seventh Framework.

assistant: **Abstract**

There are 195 million households in Europe whose combined domestic heating needs account for 26% of Europe’s energy demand and 500 billion tonnes of CO2 emissions annually. Reducing this will be important if Europe is to achieve ambitious emission reduction targets, reduce its excessive reliance on imported energy and the decrease costs to households and industry. The most effective way to decentralise energy production is to increase the amount of generation at source, in this case within the home. A common barrier to the adoption of most energy saving technologies is the high initial investment cost which results in long payback periods considering current energy prices. However, with prices on the rise, existing technologies such as solar thermal heating systems and heat pumps are becoming increasingly popular. Although both are reasonably efficient, existing solar thermal heating systems generally only provide up to 60% of a typical household’s annual hot water demand. Air source heat pumps are more effective and can provide up to 100% of total household heating requirements but their performance decreases significantly in winter and they suffer from frost-build up. As these technologies are becoming commodity products, SME’s in these markets are coming under increasing pressure from cheap and often unreliable imports from Asia.  It is therefore paramount that European SME’s keep a technological edge over these competitors. We therefore propose to develop a novel solar air source heat pump system which is 25% more efficient than a typical air source heat pump and 7% more efficient than a combination of a standard ASHP and a solar thermal system while only costing 60% of the combined price of these separate systems. The SOLARIS system will result in significant savin
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 'Innovative strategies, methods and tools for occupational risks management of manufactured nanomaterials (MNMs) in the construction industry' (MNMs), addressing dissemination and exploitation.

assistant: **Impact**

Manufacturated nanomaterials and nanocomposites are being considered for various uses in the construction industry and related infrastructure industries, not only for enhancing material properties and functions but also in the context of energy conservation. Despite the current relatively high cost of nano-enabled products, their use in construction materials is likely to increase because of highly valuable properties imparted at relatively low additive ratios, rapid development of new applications and decreasing cost of base MNMs as they are produced in larger quantities.Thus the use of nano-products in the construction industry is a reality and can be expected to grow in the near future. Consequently, there is a general uncertainty with respect to health and safety risks and how to properly manage them to protect workers and be in compliance with OHS legislation.SCAFFOLD is an industrial oriented idea specifically addressed to provide practical, robust, easy-to-use and cost effective solutions for the European construction industry, regarding current uncertainties about occupational exposure to MNMs.  This will be achieved by introducing a new paradigm to improve workers protection against NMs in construction, based on a novel holistic Risk Management approach (RMM).The aim of the SCAFFOLD project is to develop, test, validate and disseminate a new holistic, consistent and cost effective Risk Management Model (RMM) to manage occupational exposure to MNMs in the construction sector. This will be done by integration of a set of innovative strategies, methods and tools developed by the project into consistent state-of-the-art safety management systems (OHSAS 18001 + ISO31000).
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 'Colorectal Cancer Mouse Tumor Organoids as Pre-clinical Models for Therapeutical Testing' under Horizon 2020.

assistant: **Concept**

Colorectal cancer (CRC) is one of the leading causes of death by cancer, which is largely associated to metastatic spread of the disease. Progress to develop efficient therapies, including immunotherapies, for patients with metastatic CRC has been hampered by the lack of preclinical models to study late stage CRC in an immunocompetent background.  We have developed the first genetic mouse model of advanced CRC in immunocompetent mice. This model is based in a biobank of mouse tumor organoids (MTOs) derived from tumors arising in compound mice bearing genetic alterations in 4 driver genes associated to CRC progression: WNT, EGFR, p53, and TGF-beta signaling. We have demonstrated that these MTOs represent an invaluable tool for basic and pre-clinical research in CRC, in particular to test immunotherapies (Tauriello et al., Nature 2018).  Despite its potential, the MTO biobank has limitations for translational research. They were generated as academic tools which has prevented their use in technology transfer projects and collaborations with pharmaceutical companies. In addition, they do not cover all the different CRC subtypes. We propose to create an improved and more complete second-generation MTO biobank that a) recreates the described pre-clinical model of advanced CRC, b) extends the model collection to other subsets of CRCs by means of genome editing tools and c) grants freedom to operate. These newly generated MTOs will represent unique tools ready to be licenced and exploited in strategic public-private collaborations with the final goal to aid in the development of new drugs to treat advanced CRC patients.
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 'Navigating energy storage challenges: profitability and net zero goals in Europe's energy transition' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Up to $3 trillion  must be invested in large-scale energy storage (LES) to deal with the intermittency of renewable energy and achieve net zero by 2050. Yet, critical questions remain open: 1) Will this substantial investment in LES cannibalise its own market? 2) Even if profitable, does the self-interest of private storage investors align with the public goal of achieving net zero? If not, what incentive schemes can be designed to address these two problems? How will these problems evolve from now to 2050 across Europe? This research project will answer these questions, first investigating: (i) the self-cannibalisation (i.e., how the increasing LES deployment can reduce profitability in its own market); (ii) the cross-cannibalisation (i.e., how the increasing renewable penetration will affect storage revenues); and (iii) how the trajectory of these two aspects will evolve from present days until 2050 in Europe. Then, policy recommendations and an incentive scheme will be designed to support merchant investments in this context.


**Keywords:** electricity market modelling, energy storage, carbon emission
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 'Concept and Approach' section for a Horizon 2020 proposal on 'DIGIPARENT - Implementation, personalization and genetics of digitally assisted parent training intervention to improve child mental health services.'.

assistant: **Concept**

Childhood disruptive behavior problems pose huge challenge to societies given the high lifetime burden and costs associated. Mounting evidence shows that parent training is the most effective psychosocial treatment for these problems. However, most parents in need of such training do not receive it. DIGIPARENT  shift the research focus from specialized care face-to-face parent training to  study  digitally assisted parent training  interventions when implemented in  primary health. The proposal is divided into four Work Packages (WP): WP1  is the first population based study about the  long-term outcomes and modifiers of  digitally assisted parent training. It addresses  what works and how it works in real-world practice.  WP2  will yield novel knowledge on the genetic and epigenetic variants associated with childhood disruptive behavior and the epigenetic response to childhood psychosocial interventions. WP 3   shifts the research focus from a manualized one-size-fits-all parent training intervention approaches to one that is personalized for families by artificial intelligence  and machine learning algorithms. WP 4  adopts a novel approach by comparing community level, well-being indicators when different combinations of digital and face-to-face parent training strategies are implemented in real world.  DIGIPARENT  combines an evidence-based approach to child mental health with the latest technology and offers the potential for  scientific breakthroughs, including the use of artificial technology to produce digital content tailored to the needs of individual families. Detection of genetic factors related to treatment response and possible epigenetic outcomes of treatments opens avenues for new scientific questions on how treatments can affect human biology.  DIGIPAREN
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 'Climate-friendly and resilient fisheries through innovation and co-learning' to be submitted under Horizon Europe.

assistant: **Abstract**

The INFINIFISH project will create innovations to monitor and mitigate the impacts of fishing on the climate and enable fisheries to adapt to the consequences of climate change. It will develop and validate technological solutions for the entire fisheries value chain, such as:• fishing gear that reduces fuel consumption and resuspension of carbon from the seabed• data collection technology to monitor fishing operations, catches, and the environment• decision support systems that optimise fishing operations with respect to energy efficiency• fish processing technologies that increase resource utilisation efficiency• novel products that enable the valorisation of currently discarded resources and new fish speciesThe project will also investigate the impacts of climate change on ecosystems and fisheries through model studies, and identify effective climate change adaptations and mitigation strategies in fisheries management.INFINIFISH will carry out case studies in a wide variety of fisheries across Europe to explore and record how collaborative learning by different stakeholder groups can improve the use and uptake of these technical and operational solutions. The result will be a policy action plan that shows how technologies and innovations can be adapted to, and adopted by, particular local and social contexts. This will be key to maximising the impact of INFINIFISH, ensuring that the project will contribute to significant and lasting change in the fishing sector.


**Keywords:** Fisheries technology,  Fishing gears,  Decision support systems,  Fish processing,  Co-learning,  Ecosystem modelling
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 'Development of models to improve management of Myasthenia Gravis: From basic knowledge to clinical application' (MYASTAID), addressing dissemination and exploitation.

assistant: **Impact**

Autoimmune Myasthenia Gravis (MG) is a rare, chronic and heterogeneous neuromuscular disease characterised by severe muscle weakness. In most patients it is due to auto-antibodies to the acetylcholine receptor (AChR). The detrimental effects of the autoimmune attack on the muscle are not fully understood. The current treatments of MG induce severe side effects with no permanent clinical remission. The early-onset patients are mostly females with thymic hyperplasia, while the existing experimental model for MG (EAMG) does not present thymic pathology.This proposal intends to develop models to progress in knowledge, monitoring, diagnosis and therapy of MG:a) Videomicroscopic models to explore the motility of lymphocytes involved in thymic remodelling in young femalesb) New transgenic models over-expressing CXCL13 chemokine in the thymus, to better mimic the human disease which involves thymic abnormalitiesc) Mouse model of estrogen deficiency, to determine the influence of estrogens in predisposition and progression of MGd) Humanized NOD/SCID mouse model transferred with human MG thymocytes to test therapy by human regulatory T cellse) TCR based signature, for better classification and monitoring of MG patientsf) Rat EAMG models immunized with Torpedo AChR, to test an array of therapies (IVIg subfractions, chemokine inhibitors, regulatory cellsg) Rat models immunized with recombinant human AChR subunits, to determine the contribution of each subunit to the pathogenicity and develop immunotherapiesh) Monkey models to test protective anti-AChR antibodies.This research conducted by 4 academic and 6 SME partners has the potential to develop new commercial products for the benefit of the patients. Since the research teams of this program participate in a large European MG Netw
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 'Technology for 2G biofuel and biosolvents production verified in a pilot plant' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The project shall provide unique BIO2G biorefinery technology for production of the 2nd generation environmental-friendly biofuel (biobutanol) and biosolvents (bioacetone, bioethanol) from lignocellulose raw materials. The technology is innovative combination of two existing technologies, where the first is pre-treatment of biomass with follow-up production of sugars and second one is ABE technology, for production of biobutanol, bioacetone and bioethanol, where raw materials are C5 and C6 sugars. The BIO2G process is the result of research of the Consortium and verified on a laboratory prototype, addresses the following problems of the biofuel market: (a) Reduction of GHG emission from transport fuels by (b) Substitution of food or feed origin raw materials for biofuels production, by non-food raw materials, thus, fulfilling of future EU legislation criteria set for production and usage of 2nd generation biofuels.Economic and societal impact: (a) creates a new form of agricultural and forest residuals utilization for industrial production (b) opportunity for utilizing polluted and low-grated soil for the cultivation of energy plants used for BIO2G technology. These new opportunities enable the utilization of non-food raw materials for BIO2G and shall create a new era of rural development with new farm job opportunities. The three key inter-related objectives and deliverables of the project: I. Detailed development of the proposed BIO2G technology for biofuels and biosolvents production updated by the verification result. II. Practical verification of the feasibility and sustainability the BIO2G technology in a pilot plant in different processing scenarios (by raw material type, process parameters, cost of operations). III.Transfer of know-how and technical assistance f