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 a compelling abstract for 'SaaS platform for automated categorisation and mapping of digitised documents using machine intelligence semantic extraction' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Today, enterprises, consultants and clerks manually process data from arbitrary documents (such as insurance policies, contracts, claims, etc.) to enter the necessary process data into their core ERP systems. As a result, it still relies on the physical availability of employees, and is therefore hardly scalable and sensitive to human error. Automation of document processing operations is challenging due to the variety of processes involved, the requirement for high-level recognition technologies, high demands on accuracy, and the versatility of enterprise IT systems. Qidenus Group GmbH was founded in 2015 in Berlin, offering innovative software-based document management services. It has been our mission to support archives and operational processes to unlock information from all types of documents with our SearchInk technology, which combines Machine Learning, Semantic Processing and Layout and Structure Analysis. Now, we want to implement SearchInk into the B2B-market by offering omni:us, a highly scalable, digitalised SaaS-platform for automated data classification, extraction and the hand-over process to core ERP-systems in the business segment of Claim Management as beachhead market. Thanks to the performance of omni:us, the efficiency, speed and quality of data extraction and archiving will be dramatically increased, resulting in reductions of working time to <5% and costs up to 90%. The use of omni:us will offer enterprises a 100+% increase in turnover, 85-95% reduction of labour time spend, and automatically declining error rates (<5%). In this Phase 2 project, we intend to further deploy the omni:us SaaS architecture from a technological perspective with improved SearchInk technology performance, and Claim Managementspecific functionalities in a SaaS environmen
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 'SIZE selective optical SENsing of BIOmolecules with functionalized porous photonic structures' under Horizon 2020.

assistant: **Concept**

The ultimate goal of this proposal is the development of photonic films with the capability to respond optically in the presence of a targeted biomolecule not only because it binds to a specific chemical function, but also because of its size. It lies in the common ground of biologists, physicists, chemists and technologists. In particular, the BIOSENSIZE project will explore paradigmatic examples in the field of biomolecule detection through functionalization, adding size as a new parameter to achieve improved selection. The opportunity of this proposal is related to the remarkable results and the strong background of the applicant in functionalization of porous structures and optical detection of a variety of molecular compounds, which will be synergistically combined with the expertise in porous mesostructured responsive photonic structures of the host group. This project aims to develop a new paradigm in sensing, introducing the concept of functionalized photonic biomolecular sieves. Results attained within this project will provide significant advance in the development of versatile high performance coatings for sensors, since the porous structures proposed are adaptable to a wide variety of substrates. Through this project, the candidate will strengthen his position as an independent researcher with a unique combination of skills, ranging from synthetic and functionalization chemistry to advanced optical characterization of photonic materials for sensing.


**Keywords:** Mesostructured films, Photonic materials, Size selectivity, Functionalization, Sensing, Biomolecular sieves
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 'Biomaterials with incorporated MSC-secreted PARAcrine molecules for bone reGENeration' in the context of a Horizon 2020 call.

assistant: **Objectives**

Regeneration of bone defects remains a critical challenge in orthopaedics. Mesenchymal stromal cells (MSC) with biomaterials show huge promise for bone regeneration. However, MSC die shortly after implantation and act as mediators, by secretion of paracrine factors (PF), rather than effectors of bone formation. Importantly, it seems that delivery of cells themselves may not be required for therapeutic benefit. When MSC are cultured in vitro they release PF into their conditioned media (MSC-CM) including cytokines and extracellular vesicles. The goal of this project is to prepare novel biomaterials which are loaded with MSC-CM for in situ bone tissue engineering. PF secreted into MSC-CM during normoxia, hypoxia, and cell death will be measured. Biomaterials (biphasic calcium phosphate ceramics) will be functionalized with MSC-CM by using the polyelectrolyte multi-layering (PEM) method. The biocompatibility, release kinetics, and potential of MSC-CM loaded biomaterials for bone regeneration will be tested in vitro on cells involved in bone formation (MSC, monocytes, osteoclasts, macrophages, and endothelial cells) and in vivo by implanting the biomaterials in subcutis sites and segmented femoral defects in nude mice. Importantly, the delivery of MSC-CM can overcome the donor-dependent variability in bone formation associated with MSC cell therapy and permits a more straightforward transfer of this therapy to clinical treatment. Since MSC-CM is devoid of cells and doesn’t carry patient rejection risk, autologous MSC are not required. Therefore, selected MSC that successfully induce bone formation can be used to collect potent MSC-CM which can be loaded onto biomaterials for therapeutic use in countless patients. An ‘off-the-shelf’ product that could harness the benefits of
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 'Monitoring and modelling coastal lagoons: making management tools for aquatic resources in north africa' (MELMARINA), addressing dissemination and exploitation.

assistant: **Impact**

North African lagoons are vulnerable ecosystems typifying the need to reconcile environmental sustainability with population growth and economic development. This proposal will develop management tools for these aquatic resources. Integrated monitoring and survey programmes will be established for hydrology, water and sediment quality and aquatic ecology. Longer-term changes will be evaluated through the analysis of extant ground data and satellite remote sensing techniques. Environmental factors controlling vegetation characteristics will be established using hydrological, hydrochemical and ecological data. A dynamic hydrological/hydraulic 2-D finite element model coupled to a eutrophication model will be applied to each key site and used to evaluate the impacts of future changes associated with sea level rise and water resource developments.
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 'Multi Agricultural Fueled Staged Gasifier With Dry Gas Cleaning - Target Action H' (LIFT-OFF) under Fifth Framework.

assistant: **Objectives**

Objectives are to:- Scale-up and implement complete 2 stage biomass fuelled gasification CHP plant of 1MWe in Greece & Denmark;- Prove gasifier fuel versatility;- Demonstrate techno-economic feasibility to cogenerate H&P from biomass at medium size, meeting market needs & reliability and the energy efficiency & operational performance of the stage gasification technology for electricity;- Optimise heat recovery from the CHP unit through the combination of steam for process use & hot water for district heating;- Realise a reference plant for the European market for the cotton & wood industry & for the exports of CHP biomass technologies;- setup a new turn key service for the production of energy from biomass in rural area;- Establish a partnership, by clustering EU projects, between the private &public sectors for the valorisation of local.
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 'Probing Physics beyond the Standard Model from Molecules' to be submitted under Horizon 2020.

assistant: **Abstract**

The Standard Model of physics is incomplete. Gravity is not understood at the quantum level, dark matter and dark energy are not explained, and (string)-theories searching to cover these shortcomings are only consistent in higher-dimensional spaces, while only four of those dimensions are observed. The mystery of finely tuned strengths of the fundamental forces, providing us with a Universe of complexity, remains unexplained. This calls for new physics that can also be explored at the atomic scale in the low energy domain. That is the paradigm underlying the present proposal: Effects of new physics – either related to hitherto unknown particles or to symmetry-breaking phenomena – will manifest themselves as minute shifts in the quantum level structures of atoms and molecules, in minute drifts over time or dependencies on environmental conditions.I propose to perform precision metrology measurements on the H2 molecule in a search for new physics. Deviations between experimental results and QED-theory will scan unexplored territory beyond the Standard Model. Molecular metrology results of the fundamental ground tone vibration in H2 will be confronted with QED-theory calculations to search for the existence of new forces at the Angström length scale. If extra dimensions beyond the known 3+1 would be compactified at the same length scale of 1 Å, this would lead to strongly enhanced gravitational effects, measurable in a molecule. Our current research on experimental probes for varying constants on a cosmological time scale, is redirected into the investigation of chameleon scenarios: by studying H2 molecules in white dwarf stars by uv-astronomy, and by studying methanol molecules in our own galaxy by radio astronomy, searching for a possible dependence of fundamental consta
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 'DEVELOPMENT OF THE CONTINUOUS POWDER PRODUCTION SYSTEM' (DEV-CPPS).

assistant: **Innovation**

Discovery of new materials requires development of the modern technological system for material production. New promising process for the manufacture nano and micro particles of powder-coating is based on CPCSP (Continuous Powder Coating Spraying Process). This continuously operated process is now applicable to new and conventional materials and allows coatings with improved properties. Using strong, steep gradient magnetic field makes it possible to investigate the influence of magnetizing force on low magnetic susceptibility materials to influenced material structure. New process can be applicable to powder-coating fast-reacting and high-viscous chemical compounds of ceramic materials, polymers, and metals. The research topic will involves various fields of science and technology which are promising in the 21st century. In the project the Host institution will connect potential of multidisciplinary researchers as the best way to solve the problem. Joined knowledge and experience of researchers from many fields will be introduced to enhance local scientific potential in the field of: material engineering, high pressure, temperature and very high magnetic field, chemical engineering and numerical modelling of multiphase flow. Researchers from different scientific centres will greatly influence expected results which could be very innovative and unconventional approach. The project will give possibility for transfer of knowledge to Host institution and for training experienced local staff members in foreign laboratories to improve their scientific and technical skills. Favourable effects of past co-operation with these organisations encourage us to invite them to conduct common research project and continue exchange of knowledge between our researchers, to continue perso
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Explain the overall concept, methodology and approach for the project 'Functional Biology of Hepatic CD8+ T cells' (FATE).

assistant: **Concept**

CD8+ T cells have a key role in eliminating intracellular pathogens and tumors that affect the liver. The protective capacity of these cells relies on their ability to migrate to and traffic within the liver, recognize pathogen- or tumor-derived antigens, get activated and deploy effector functions. While some of the rules that characterize CD8+ T cell behavior in the infected and cancerous liver have been characterized at the population level, we have only limited knowledge of the precise dynamics of intrahepatic CD8+ T cell conduct at the single-cell level. In preliminary data for this project we have developed several advanced imaging techniques that allow us to dissect the interactive behavior of CD8+ T cells within the mouse liver at an unprecedented level of spatial and temporal resolution. We predict that this approach, combined with unique models of hepatitis B virus pathogenesis and a new model of hepatocellular carcinoma created ad hoc for this proposal, will generate novel mechanistic insights into the spatiotemporal determinants that govern the capacity of CD8+ T cells to home and function in the virus- or tumor-bearing liver. Specifically, we plan to pursue two main goals: 1) To assess how the anatomical, hemodynamic and environmental cues that characterize hepatocellular carcinomas shape CD8+ T cell behavior and function; 2) To characterize intrahepatic T cell priming events that induce functionally defective T cell responses. Results emerging from these studies will advance our knowledge on how adaptive immunity mediates pathogen clearance and tumor elimination. This new knowledge may lead to improved vaccination and treatment strategies for immunotherapy of infectious diseases and cancer.


**Keywords:** CD8+ T cells, Intravital Imaging, Dynamics of Immu
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 'Airborne Artificial Intelligence for more efficient, safer and sustainable inspection and surveying of energy industrial areas'.

assistant: **Innovation**

The energy industry relies on inspection and surveying activities to evaluate the condition of infrastructures and land surfaces. However, these activities are mainly performed manually by in-person missions, a time-consuming and costly process that may yields to incomplete and poor-quality results without possibilities of forecasting, as well as posing a safety threat to personnel performing these tasks. Towards that direction, drones - technically described as Unmanned Aerial Vehicles (UAVs) - are evolving beyond their military origin extending their offerings to commercial sectors. Companies are starting to realize that they constitute not only a replacement to time-consuming, costly and dangerous in-person missions but also an excellent alternative for accurate real-time data collection.With MYRIAD we disrupt commercial drones’ market by introducing an innovative drone-based inspection and surveying system to be applied as valuable business tool in a number of energy sectors. By combining the efficiency, cost benefits and safety of UAVs with insightful aerial data and powerful software with AI, MYRIAD enables decision making for our customers based on real-time anomalies detection and forecasting (Airborne Artificial Intelligence). With MYRIAD drone we propose a 24/7 fully autonomous inspection and surveying able to reduce associated workload and operational costs at 50-75% compared to traditional manual methods while minimizing personnel risks. Furthermore, through our proprietary software we offer on-demand acquisition of high-quality aerial data and real-time analysis, interpretation and forecasting of anomalies - powerful datasets – to guarantee the successful operation of energy related companies.
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 'Controlled irrigation technology scale-up in high potential farming segments.' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

Agurotech B.V. is an Amsterdam based deep-tech start-up that focuses on smart farming solutions for the global agriculture industry.The company was founded in November 2020 as a spin-off from the Dutch institute of subatomic physics and is founded, operated and owned by 2 females with majority share (85%) of the company. Agurotech B.V. develops IoT-based hardware (sensors) and AI-powered software solutions to perform measurements in farmers' fields and uses advanced algorithms to translate these measurements into meaningful insights and actionable recommendations. These solutions help farmers to increase their yield, while using their resources more effectively. It has been shown that over 20% of yield can be increased and resources can be reduced anywhere between 30-80%. This is important because the farming industry has a significant role in today's societal sustainability challenges, such as carbon emissions, water scarcity and soil health. It is recognized that precision farming technology will play a key role in addressing these challenges.Given that Agurotech is a deep-tech start-up, until now, significant focus has been on R&D and product development. The company has just started commercialization and is increasing the customer base and preparing for scale up. Agurotech identified target segments who benefit most from Agurotech’s products and services, these include: flower bulbs, potatoes, onions, carrots and sugar beets. Agurotech’s strategy is to offer products and services in selected niche segments before expanding to other segments. The goal of the project that is presented in this proposal is to start penetrating the flower bulbs and onions segment in order to 1. Validate the potential of these segments 2. Realize a better product-market fit  and 3. Start
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 'BIOSWITCH: Encouraging Brand Owners to Switch-to-Bio-Based in highly innovative ecosystems'.

assistant: **Innovation**

BIOSWITCH main aim is to bring Europe to the forefront of the bio-based economy, encouraging and supporting brand owners to switching to bio-based approaches by following a holistic, systemic approach built on two pillars: (1) a framework where brand owners are placed as the centre of the public administration-bio-based industry-consumers triangle through a set of events and communication actions; and (2) the BIOSWITCH toolbox as the ultimate instrument that will assist them in the bio-based transition journey. Main novelty is a bio-based transition level self-assessment test to be done by brand owners so they can get access only to the tools that match their needs. The framework will support the mapping and analysis exercise, where information about brand owners needs, motivations and incentives will be gathered. Perceived risks and mitigation actions will be identified and awareness and discussions with consumers will be fostered. Then, the BIOSWITCH toolbox will be developed and validated through four brand owner driven cases studies (NOPA Nordic, ALPRO, ZAFER and Grupo La Caña) that represent four different bio-based transition strategies from chemistry, forest, food and agro sectors and different levels of bio-based transition level. A replication plan development and toolbox roll-out will be conducted. Both regional and pan-European approaches will be considered all along the project.  Main impact to be achieved will be reaching brand owners that are not familiar with bio-based approaches (at least 81 clusters that are not BIC members), and increasing brand owners interest in bio-based strategies, as well as triggering their level of involvement and commitment to bioeconomy (it is foreseen that and at least 180 brand owners from partners networks can be reached).