RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Norms in Nature: Rethinking the Natural Side of Normativity. Towards a New Hegelian Paradigm'.

assistant: **Innovation**

What are norms? Where do they come from? NINA aims to develop a new paradigm for thinking norms, moving beyond the prevailing but rigid dualism between norms and nature. It does so by excavating (and updating) a largely neglected tradition within Classical German Philosophy (CGP) with great potential for current scholarship. CGP is recognized as the origin of modern reflections on norms (the so-called “normative turn”).However, prominent philosophers have imported ideas from CGP into current debates to defend ""non-naturalist"", ""constructivist” theories of norms. Aside from being historically inaccurate, these theories setup a problematic dichotomy between norms and nature, increasingly recognized as untenable. Yet there exists within CGP an alternative, forgotten line of thought –started by Kant and pursued by Hegel– that locates norms in nature. Rather than “leaving nature behind,” Hegel analyzed key natural-scientific notions (“organism"", “function” etc.) to reveal forms of normativity in nature. NINA aims to recover this unexplored tradition. Bringing together the most up-to-date EU and US research in CGP with the best work on “normativity” and “naturalism”, it will: (1) Open a new narrative in the growing field of the “history of metanormativity”, by disclosing the post-Kantian tradition of normativity in nature  (2) Provide the first comprehensive reconstruction of Hegel’s views on natural normativity through direct dialogue with today’s debates on norms  (3) Develop key Hegelian insights for current debates.NINA implements a unique cross- and inter-disciplinary program that uncovers promising ideas from the past and mobilises them to impact current debates. Offering outstanding, focused training to the ER, NINA will  facilitate unique transfer-of-knowledge 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: Describe the novelty, innovation potential and advance beyond the state of the art for 'The IntelliDogTrainer, a new high throughput training device to train high level security dogs' (IDT).

assistant: **Innovation**

Recently the threat of terroristic attacks dramatically increased. Therefore, global demand of bomb-sniffing dogs surged up to an unprecedented level while the supply of these dogs is stagnating worldwide. The reason for this stagnation lies in the fact that current training programs are reaching their limits in terms of capacity to deliver well trained, high level security dogs. TSE in Germany has a TRL6 prototype of an automated dog trainer (acronym: IDT) IDT will be an industrially manufactured product invented by TSE and it is the only system on the market allowing automated 24/7 behavioural testing of  5-10 dogs in a home-cage setting.  IDT will train dogs, will support certification and re-certification and will result In high performing dogs at large scale. The device contains four operant conditioning trays equipped with a set of (presence) sensors to receive input from animals using the system, while integrated actors (motorized selection of pods containing a substance, delivery of a treat to confirm a wanted response) generate a pre-defined feedback to shape animal’s behaviour. The device consists of 4 essential configurations1.The hardware2.The software that integrates sensors and the monitoring systems 3.The use of neuroscientific theories in the training program.4.The use of animal behavioural insights in the various training / sniffing experimentsThe IDT allows for: 1) fast training on relevant odours, 2) refresh the dogs training on relevant odours, 3) reliably detection. 4) customization of training procedures (high flexibility), controlling training, analysing performance, 5) easy cleaning 6) easy transportation to hard-to-reach training sitesIn phase 1 TSE will perform a feasibility study directed at better and deep understanding of the market of secur
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 'Migraine and Chronic Daily Headache Management- The Patients' Perspective' (2002-2006) targeting Sixth Framework.

assistant: **Abstract**

Patient self-help is essential in the management of migraine and chronic daily headache. A multitude of management strategies are available to the patients to help reduce the burden of these headaches. Few studies have explored the patient's perspective of headache management. Studies to date on the patients' perspective focused predominantly on health care and medication use apart from the applicants PhD work, and recent studies of the Headache Group in Rotterdam, no studies have been carried out on the holistic management. The aim of this project will be to study the management behaviours that migraine and chronic daily headache patients in the Netherlands, France and Belgium use to help manage their headaches. The study will be based on a postal survey, using a Headache Management Questionnaire, which was devised as part of the applicant's PhD research on the management behaviours of migraine and chronic daily headache patients in the UK. The study will also include the Migraine Quality of Life Instrument (MSQOL) and the EUROQOL. A comparison will be drawn between the patients' behaviours of the different European countries and the behaviours of male and female headache patients. The study will also investigate the influences of different health care systems and patients' quality of life on patient management of headache .The findings of this project wail help to empower the patients and to inform headache researchers and clinicians, and other health care professionals about headache management. Increased knowledge of the patients' behaviours, particularly between the different headache types and within different health care systems, may help to better understand patients' preference. This may help to further adapt and individualise management to the patients' needs
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 'Proper Model Generation of Dynamic Systems using an Energy Based Model Reduction', explaining its relevance to EU policy priorities under Sixth Framework.

assistant: **Impact**

The effectiveness of modelling and simulation, which has become a routine practice in science and engineering, is heavily dependent on the availability of comprehensive dynamic system models of appropriate fidelity. A simple model can generate results in short time but with poor accuracy; conversely, a complex model can generate accurate predictions but typically requires long computation times that cannot be tolerated for elaborate optimization studies. An accurate yet sufficiently complex dynamic model can generate responses in a short time by including only the important underlying physics based on the variables of interest. Such a model is termed a proper model" and is defined as the minimal complexity model of a dynamic system, with physically meaningful parameters, which accurately predicts dynamic system outputs.Proper models can be generated by an energy-based model reduction methodology that removes unnecessary complexity from models (linear or nonlinear) without altering the physical meaning of the remaining parameters and variables. Our previous work on such methodology developed the Model Order Reduction Algorithm (MORA), and introduced the Element Activity metric. MORA was originally implemented on automotive systems and produced very promising results in reducing the model complexity and computational cost. However, the methodology requires further developments to address the importance of complexity related with kinematic constraints and output/input-weighted simplifications and to increase computational efficiency. We propose to extend the methodology to overcome these shortcomings. The focus of this project is to aplly the methodology along with the developed extensions to other areas such as mechatronic systems, haptic devices, and fuel cells. At the 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: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'Marine Biodiversity as Sustainable Resource of Disease-Suppressive Microbes and Bioprotectants for Aquaculture and Crop Diseases'.

assistant: **Concept**

MARBLES will use a novel and systematic approach to access and exploit marine microbial biodiversity for sustainable bioprospecting to discover microbial consortia and bioactive molecules for application in aqua- and agriculture and in the clinic. MARBLES' ecology-based bioprospecting strategy will focuses on unique host-microbe interactions in marine environments, including marine sponges, microalgae and fish, which rely on their microbiomes and microbial natural products for disease resistance. Partners’ existing microbial collections and new ones generated during MARBLES will be harnessed for the discovery of novel natural products and synthetic microbial communities. For this, MARBLES will use a systems-wide genomics approach to uncover the bioactive agents in disease-suppressive microbiomes. Also, MARBLES will explore host- and microbe-derived chemicals that elicit production of bioactive compounds, as elicitors to revitalise drug screening. The deliverables will be microbes and consortia and bioactive natural products, their derivatives and elicitors, which can be harnessed to fight infectious diseases in the agrochemical and aquaculture industries and in healthcare.  Besides highly innovative, the approaches will be cost-effective and will offer advantages from both environmental and health perspectives in comparison to existing alternatives. The sustainable production of bioprotectants will increase the effectiveness of fish production - reducing the pressure on harvesting wild fish - and aid the transition of the crop agriculture sector towards bio-based and circular solutions. MARBLES will work closely together with a panel of SMEs and large companies from the EU aquaculture, crop protection biotechnology and health sectors. MARBLES fully complies with the Nag
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 'High Voltage Direct Current Distribution Electrical Master Box' to be submitted under Horizon 2020.

assistant: **Abstract**

This document adress the LEACH International Europe proposal  to the HVDC electrical master box (HVEMB) for the Cleansky 2 helicopter demonstrator in the scope of CS2-2014-CFP01-FRC-02-08 call.LIE’s objective through this project is to develop the next generation of Power Distribution Unit based on a new generation of high voltage commutation devices, themselves based on electromechanical and electronic switching components.
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 'Hierarchical Assembly in Controllable Matrices', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The mission of HIERARCHY is to train and educate young scientist in the rapidly developing field of nanosciences, in particular hierarchical self-assembly. The training programme educates early stage and experienced researches in many aspects of this highly interdisciplinary field, such as theory, materials chemistry and biochemistry, advanced characterisation techniques, physics and commercial device development. In addition, the training programme will address non-scientific issues, important for the career development of young scientists, e.g. communication and presentation skills, IPR and entrepreneurial skills, ethical issues, language enhancement and cultural awareness. The training takes place on a Network level and also locally at the host institutions. HIERARCHY’s training programme will deliver versatile individuals with a broad scientific knowledge, ready to pursue a successful career in the European industry or academia. The interdisciplinary research training is centralised around the novel concept of hierarchical assembly in controllable matrices. This concept exploits liquid crystalline media as controllable matrices for programmed self-organisation, which goes far beyond the possibilities of currently employed techniques. A liquid crystal matrix in combination with a variety of simultaneously or sequentially applied external stimuli will yield a unique toolbox to build functional macroscopic structures with nanometer control. Leading European laboratories in soft condensed matter and solid state matter will work towards new paradigms in nanosciences. HIERARCHY’s intention towards application of the designed structures, illustrated by the presence of three industrial partners in the consortium, is an important step towards commercialisation of nanoscience
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 'Sustainable Management of Resilient Bee populations' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Global apiculture is facing an unprecedented crisis of increasing parasite pressure and a loss of hon-eybee biodiversity. SMARTBEES unites a team of experts with the necessary skills to build a bright and sustainable future. The SMARTBEES concept is low risk and high impact, using established protocols and state-of-the-art methods. Including world leading researchers from outwith the traditional honeybee sphere (e.g. acarology, genetic breeding and insect immunology). We will identify crucial facets of honeybee resistance to colony losses, Varroa and viruses. We will provide a step-change in the current mechanistic understanding of these traits, and will characterise the genetic background of the resistance mechanisms in honeybees. We will develop breeding strategies to increase the frequencies of these valuable traits in local honeybee populations, considering the variable need of both common and endangered subspecies and local beekeeping practises. Breeding efforts concentrating on very few races may endanger genetic diversity, to avoid this SMARTBEES will promote multiple local breeding efforts, to conserve local resilient populations and will develop molecular tools for describing and safeguarding future populations. SMARTBEES recognizes responsibility to protect our natural honeybee heritage. SMARTBEES will commission extension science, and work in cooperation with stakeholders to attain conservation by utilisation. SMARTBEES will establish a network of apiaries for performance testing, to encourage local uptake of resistant traits. These will be run mainly by beekeepers, thereby improving the local acceptability and dissemination, and support the long-term sustainability of the apicultural sector. SMARTBEES recognises the need to horizon scan for new threats, 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: Compose a compelling abstract for 'Professional training and career development in biomedicine' demonstrating excellence, impact and implementation quality for a Seventh Framework call.

assistant: **Abstract**

IDIBAPS is a public research centre that includes a hospital, an university, and a research institute. IDIBAPS aims to increase its scientific production and quality by strengthening its existing research programs through the proposed BIOTRACK Project. It is a good opportunity to enlarge existing schemes and offer better conditions for the fellows to make IDIBAPS more attractive for the most promising researchers. The Post-Doctoral Program is an In-coming mobility action that will be reinforced by BIOTRACK opening up to more places a year. IDIBAPS receives post-doctoral students for three year placements to train and develop their careers; whist at the same time their work and talent reward the centre.  Through the Extramural Sabbatical Program IDIBAPS encourages Out-going mobility for PhD physicians of the hospital to do a research stage of maximum one year in a foreign center. BIOTRACK opens this scheme up to professional researchers too. Improving knowledge in new methodologies, future application in the hospital in order to increase the quality of medical health care and continuous incentive of the professionals are the main results of this initiative. The Recruitment-Reintegration Programs are programs co-funded by the government. Long-term careers in the center managing new research lines are offered to highly qualified researchers that are successful in these calls. BIOTRACK improves the start-up funds offered, thus making IDIBAPS an even more attractive choice. The combined impacts of these three programs help IDIBAPS to achieve its overall goal of becoming a European center of excellence in biomedical research.
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 'Bridging protein structure prediction with molecular simulations via diffusion models for missing protonation states' (PROTONIX), addressing dissemination and exploitation.

assistant: **Impact**

Cancer and cardiovascular diseases are the leading causes of death in the EU, resulting in 54% of deaths in 2021. There is an urgent need for more effective therapeutics for these diseases, but drug discovery is slow, taking 16 to 20 years from target identification to drug approval.To accelerate drug discovery, pharmaceutical companies use computational tools. Among the most successful are physical molecular simulations, which are limited by the availability of experimental structural data. A new generation of machine learning (ML) powered structure prediction tools, such as AlphaFold, offer the potential to supply structural data suitable for physics-based modeling without the need to experimentally solve structures. However, these tools produce 3D structures missing key physical details, which are vital for accurate molecular modeling. A critical physical detail is the assignment of relevant protein protonation states, where misprediction results in large errors in drug binding affinity predictions, slowing down drug discovery. PROTONIX will bridge this gap between physical molecular simulations and ML structure prediction tools to improve the speed and accuracy of computational drug discovery, by adding protonation details to structure predictions. I will focus on the human kinase superfamily, the main therapeutic target class for cancer and cardiovascular diseases. PROTONIX will contain two open-source ML models. First, PROTONFOLD will use a diffusion model to predict relevant protonation states with their corresponding proton positions from ML protein structure predictions, generating simulation-ready files. Second, PROTONCON will use a flow-matching model to integrate protonation state prediction with multiconformer protein structure generation, providing insight
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 'Heterogeneity That Matters for Trade and Welfare', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Accounting for firms' heterogeneity in trade patterns is probably one of the key innovations of international trade that occurred during the last decade. The impact of initial papers such as Melitz (2003) and Bernard and Jensen (1999) is so large in the field that it is considered to have introduced a new paradigm. Apart from providing a convincing framework for a set of empirical facts, the main motivation of this literature was that there are new gains to be expected from trade liberalization. Those come from a selection process, raising aggregate productivity through the reallocation of output among heterogeneous firms. It initially seemed that the information requirements for trade policy evaluations had become much more demanding, in particular requiring detailed micro data. However, the recent work of Arkolakis et al. (2011) suggests that two aggregate ``sufficient statistics'' may be all that is needed to compute the welfare changes associated with trade liberalization. More, they show that those statistics are the same when evaluating welfare changes in representative firm models. The project has three parts. The first one starts by showing that the sufficient statistics approach relies crucially on a specific distributional assumption on heterogeneity, the Pareto distribution. When distributed non-Pareto, heterogeneity does matter, i.e. aggregate statistics are not sufficient to evaluate welfare changes and predict trade patterns. The second part of the project specifies which type of firm-level heterogeneity matters. It shows how to identify which sectors are characterized by ``productivity sorting'' and in which ones ``quality sorting'' is more relevant. Extending the analysis to multiple product firms, the third part shows that heterogeneity inside the firm