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 Horizon Europe proposal for the project 'New directions for deep learning in cancer research through concept explainability and virtual experimentation.'.

assistant: **Objectives**

Deep learning (DL) is rapidly transforming cancer research and oncology. DL can extract subtle visual features from preclinical and clinical image data. In my junior research group, I have developed end-to-end DL methods to predict molecular biomarkers and clinical outcomes directly from histopathology slides. Because histopathology slides are ubiquitously available for any patient with a solid tumor, DL is a broad tool for translational studies, enabling researchers to extract molecular information and make predictions about clinical outcome.However, the potential of DL in cancer research is fundamentally limited because it is purely descriptive and, in many cases, a black-box system. Also, DL is currently disjoint from the vast amount of biological mechanistic knowledge in cancer research, and from the world of experimentation. In NADIR, I will close this gap. My hypothesis is that DL models can not only make predictions but can be used to verifyexisting biological knowledge and to make new mechanistic discoveries. The main tools that allow me to address this are concept explainability and counterfactual virtual experimentation. For both, there exists a nonmedical proof of concept, but no systematic biomedical application yet. I approach this problem as a biomedical cancer researcher with training in programming, medical image analysis, and biomedical engineering. As such, I will develop DL systems that can extract biological concepts, can elucidate biological mechanisms, and can be used to create, and answer, mechanistic hypotheses. NADIR’s tools will be synergistic with and can be used together with other biological high-throughput experimentation pipelines such as transgenic animal experiments or tumor organoid cultures. The main use case of NADIR is focused on tum
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'State of the Art and Innovation' section for a Seventh Framework proposal on 'Industrial Crops producing added value Oils for Novel chemicals'.

assistant: **Innovation**

Replacing fossil oil with renewable resources is perhaps the most urgent need and the most challenging task that human society faces today. Cracking fossil hydrocarbons and building the desired chemicals with advanced organic chemistry usually requires many times more energy than is contained in the final product. Thus, using plant material in the chemical industry does not only replace the fossil material contained in the final product but also save substantial energy in the processing. Of particular interest are seed oils which show a great variation in their composition between different plant species.  Many of the oil qualities found in wild species would be very attractive for the chemical industry if they could be obtained at moderate costs in bulk quantities and with a secure supply. Genetic engineering of vegetable oil qualities in high yielding oil crops could in a relatively short time frame yield such products. This project aims at developing such added value oils in dedicated industrial oil crops mainly in form of various wax esters particularly suited for lubrication. This project brings together the most prominent scientists in plant lipid biotechnology in an unprecedented world-wide effort in order to produce added value oils in   industrial oil crops within the time frame of four years as well as develop a tool box of genes und understanding of lipid cellular metabolism in order for rational designing of vast array of industrial oil qualities in oil crops. Since GM technologies that will be used in the project are met with great scepticism in Europe it is crucial that ideas, expectations and results are communicated to the public and that methods, ethics, risks and risk assessment are open for debate. The keywords of our communication strategies will be
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 'Advanced Security Trays for World Airports' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

SECURE_TRAY project aims at expanding into worldwide international airport hubs its advanced, ultra-light, resistant and fully recyclable security trays. The trays are customised according to airport needs and equipped with RFID technology, which ensures better passenger screenings. OneTray has developed not only “the best security tray”, but it has also created a unique business model, that allows to provide these advanced trays to airports for free. The company uses the trays as a marketing and communication media for big international brands, the revenues generated are used to cover production costs and the remaining profit is partly shared with the airports. The project is the result of a 2-year process of product and service research and development. The first generation of trays was made in standard plastic polymers, but they where designed and customized according to airports’ requests. After 12-months of experience, the company realized that a strong progress in the trays’ material composition was necessary to consolidate its presence and to boost its innovative business model. OneTray analysed a large number of materials with a particular focus on a special fabric: the extruded polypropylene braided fabric. This material is used in the production of components subjected to very high levels of stress in different fields, such as racing cars, sports, and anti-mine masks. The result is the current advanced second generation of ultra-light and ultra-resistant trays. The company aims at launching them in all European airports and later in Asia, Middle East and Latin America, thus ensuring better security checks as well as improved travel experience to passengers. OneTray is already collaborating with 18 airports, among them: Rome, Milan, Copenhagen and London City.
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 'Interacting polaritons in two-dimensional electron systems' (POLTDES) targeting Horizon 2020.

assistant: **Abstract**

Reversible coupling of excitons and photons in a microcavity leads to the formation of mixed light-matter quasiparticles, called cavity-polaritons. Weakly interacting polaritons constitute a rich system for studying nonequilibrium condensation and superfluidity. While exciton-polaritons have been studied mostly in intrinsic semiconductors with no free electrons, two-dimensional modulation-doped semiconductors with strong interactions between electrons have played a central role in unravelling many-body physics using transport. In this project, we combine these two fields of research and explore the complex interplay between cavity-polaritons and strongly correlated states of two dimensional electrons embedded inside microcavities. Our principal objective is the realization of polariton mediated superconductivity of electrons in gallium arsenide. Besides demonstrating a new mechanism for Cooper-pair formation, such an observation could revolutionize the search for systems that exhibit topological order. In a reciprocal approach, we will exploit the many-body nature of optical excitations in a two-dimensional electron gas to enhance polariton-polariton interactions. This will allow us to reach the polariton blockade regime, paving the way for realization of nonequilibrium strongly interacting polaritons. In parallel, we will explore cavity-magneto-polariton excitations out of fractional quantum Hall ground states: the objective in this part is to use the strong filling factor dependence of polariton splitting to realize nonlinear optical devices which derive their photon-photon interaction from light-absorption induced transition between compressible and incompressible ground states. Concurrently, we will study charged-exciton-polaritons in monolayer transition metal dich
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 'Life Integrated Process for the Enzymatic Splitting of triglycerides' in the context of a Horizon 2020 call.

assistant: **Objectives**

The overall purpose of the proposal LIPES, Life Integrated Process for the Enzymatic Splitting of triglycerides, is dedicated to the first market replication of greener and healthier fatty acids motivated by an increasing market demand and driven by stricter legislation. LIPES aims to perform the scale-up to pre-industrial level of a new environmentally friendly alternative to the traditional and current splitting routes of triglyceride producing free fatty acids and glycerol, thus at a lower variable and investment costs and in very resource-efficient way with a minimum saving of 45% water consumption, 70% of enzymes and 80% of energetic consumption.
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 'Additive Manufacturing of 3D Microfluidic MEMS for Lab-on-a-Chip applications' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

MEDLOC aims at the employment of multi-material 3D printing technologies for the large-scale fabrication of microfluidic MEMS for lab-on-a-chip and sensing applications. The concept is based on the combination of multimaterial direct-ink-writing method and an extrusion-based 3D printing pilot line, in order to fabricate microstructured detection devices with the ability to perform all steps of chemical analysis in an automated fashion. The functionality of these devices will be evaluated based on their ability to streamline all steps needed to obtain mobility and binding-based identity information in one continuous biochemical detection system. Optimum in-line control systems will be incorporated in various stages of the fabrication process, to achieve precise control and repeatability. Microfluidic MEMS are increasingly recognized as a unique technology field for the development of biomedical devices (BioMEMS), due to their functional performance on the microscale, at the dimensions of which most physiological processes are operative. Applications near micro- and nanoscale are promising in the field of intelligent biosensors, where it enables the monolithic integration of sensing devices with intelligent functions like molecular detection, signal analysis, electrical stimulation, data transmission, etc., in a single microchip.


**Keywords:** Lab-on-a-Chip, sensors, 3D printing pilot line
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 'Avicenna Live: The Immediate Context of Avicenna’s Intellectual Formation' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Avicenna (Ibn Sīnā, d. 428/1037) is among the most influential philosophers in history and the most important philosopher of the Islamic tradition. He is described as a Mozart-type Wunderkind, who very early had completed his education and perfected his understanding of reality. Yet, throughout his life, Avicenna was also an eager student of his teachers or himself a dedicated teacher to his students – leading to the key-question of ALIVE: to what extent have Avicenna’s personal relations with his peers influenced the formation and formulation of his own philosophy? Did he reform or reformulate his thoughts in light of his personal interactions?Modern scholarship on Avicenna has often evaded these questions, frequently referring to his autobiography, according to which he supposedly never added anything to his views after his eighteenth birthday. What is more, scholars appear either unaware of the existence of sources that allow the examination of Avicenna’s potential indebtedness to and interaction with his peers or deterred by the challenges involved in exploring them systematically. As a result, the immediate context of Avicenna’s intellectual formation remained a surprisingly understudied area of research in defiance of its enormous potential for new insights not only into particular parts of his oeuvre but into his philosophy as a whole.ALIVE offers a radically new way of approaching Avicenna by studying four unique source texts that enable us to “circle in” on his intellectual upbringing and development, thereby providing an entirely novel paradigm for all future investigation in the field. At the same time, ALIVE will make an important contribution to the Digital Humanities by furnishing an online platform that will facilitate the study of diverse and difficult t
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 'Molecular and neurogenic evolution of the thalamus' (EvoThalamus).

assistant: **Concept**

Developmental programs are the playground for evolution. It is during development when most variation occurs. Therefore, developmental variations are the raw material for natural selection sculpting new adaptations.To unravel the evolutionary history of the thalamus, a paradigmatic example within the brain, I propose to compare the development of the thalamus at various levels and in various species of amniotes. At the level of neurogenesis, EvoThalamus proposes to describe the neurogenic formation of the thalamus: linking thalamic nuclei neurogenic time with their location and function. At molecular level, I will describe the transcriptional profiles of thalamic neurons during their differentiation and maturation in the circuit, understanding how transcriptomes diverge on the species along with circuit maturation.At functional level, I will study the broad connectivity routes of the thalamus with the rest of the brain. I propose, in a pioneering way, to integrate multilevel information, to compare all the data of development, transcriptomics and axonal connectivity in a model that links the molecular variations and the developmental program with the appearance of new nuclei and thalamic connections.I will work with chick and gecko embryos, and we will compare the data with those already published in mice. I will look for developmental variations, novelties of the neurogenic program that are not present in the development of the reptilian thalamus. I will find the changes in development that led to the greater complexity of the thalamus of birds and mammals. These evolutionary trends will be a reflection of the multitude of evolutionary changes that occurred in other brain regions. EvoThalamus will equip me with fresh insights into neurobiology, and brain development an
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 'A Social Manufacturing Framework for Streamlined Multi-stakeholder Open Innovation Missions in Consumer Goods Sectors' in the context of a Horizon 2020 call.

assistant: **Objectives**

Democratized innovation holds undeniable promise for European producers, but the integration with corporate innovation practices is in its infancy. While the interest is real, it is still neither easy or efficient for producers – especially SMEs to benefit from collaborative production. The iPRODUCE project takes well proven concepts and approaches (from DIY manufacturing, FabLabs, Makerspace), and aims to upscale them through innovative technology solutions and to install them in well-connected multi-stakeholder ecosystems under an umbrella concept of collaborative Manufacturing Demonstration Facilities (cMDF)”. We organize our work under a social-manufacturing platform that enables multi-stakeholder interactions and collaborations to support user-driven open-innovation and co-creation. At the heart of the iPRODUCE platform is an open digital space supported by a set of innovative tools that cover matchmaking, secure interactions, generative product design, process orchestration, agile prototyping, usability evaluations and lifecycle management. We complement these technical tools with a strong social component that aims at easing the notorious hardship of engagement with makers and aim to open up to new maker segments, while we improve on SoA tools for Lead User Innovation identification. The iPRODUCE platform will be deployed in six local ‘ecosystems’ which cover different levels of maturity with collaborative production, diverse objectives and application areas spanning from home furnishing, automotive/mobility, consumer photography, medical ecquipment and more. The platform supports knowledge and resource sharing across cMDFs and all our results will be monitored and evaluated.


**Keywords:** social manufacturing, user-driven innovation, consumer goods sectors, so
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 'Reference systems for in vitro diagnostics and health' (2002-2006) targeting Sixth Framework.

assistant: **Abstract**

Specific Objectives:1. Enhance collaboration within the Joint Committee on Traceability in Laboratory Medicine (JCTLM) under the auspices of BIPM and IFCC. Co-chair with NIST the Working Group on Certified Reference Materials (CRMs) and host a joint meeting in March 2003;2. Intensify the collaboration with the International Federation for Clinical Chemistry (IFCC), NIST and National Metrology Institutes (NMIs) to produce CRMs as required by the EC In Vitro Diagnostics Directive. - Production of the Â AST Â" candidate RM by October 2003. - Production of the progesterone candidate RM by March 2003. - Project agreement with IFCC and collaborators on the certification campaign of total protein, prothrombin and glycated haemoglobin by April 2003. - Project agreement with IFCC and collaborators on the certification campaign of myoglobin by December 2003. - Produce the candidate RMs thyroxine and thyronine by March 2003. - Evaluate the results of purity measurements of thyroid hormones by June 2003. - Produce CRMs for substances causing adverse health reactions such as food allergens, candidate RM for gliadin from European wheat by March 2003. - Produce four Reference Materials for genetic testing by December 2003. - Certify BCR-491 pharmaceutical glass containers by April 2003. - Publish an ESTO study report on âGenetic Testing Services - Quality Assurance and Harmonisation in the EUâ with JRC-IPTS by April 2003. Anticipated milestones and schedule Many of the activities (sales, stock keeping, stability control etc) are continuous actions. In co-operation with JCTLM: Composition of a list of RM and the respective metrological order/level - 31/12/2003.In co-operation with IPTS (project leader) JRC-IPTS ESTO report concerning "genetic testing services-quality assurance 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 specific objectives and expected outcomes for 'Advanced Impacts evaluation Methodology for innovative freight transport Solutions' in the context of a Seventh Framework call.

assistant: **Objectives**

AIMS applies an innovative approach to develop a methodology to assess and evaluate research projects related to freight transport supported in FP5 and FP6. Freight transport is a key element for the economy, raising various environmental, social, security or safety issues that are severely increasing, also in the future. Innovation is a key bridging both streams. High investments in freight transport RTD are made, however, various RTD projects have never passed the commercialisation threshold. AIMS aims to minimize the risks of public or private investments in freight transport RTD. AIMS will identify critical factors of RTD projects through success and failure analysis of previous FP5 and FP6 projects. Based on results coming from the analysis of the past, present and future (notably as seen by Technological Platforms and Advisory councils), AIMS will assess the positive or negative impacts of European research FP and projects in particular in the economic, social and environmental fields. A specific care will be given to depict changes operated by the different Member States and catalysed by EU research programs. Guidelines for current and future FP7 projects will then be produced and recommendations for the definition of new research policy objectives provided. This will be carried out by a Researcher group under the direction of a Secretariat and the caution of an Experts group, in direct interaction with End-Users, Industries and Technology Platform & Advisory Council of each mode including intermodal gathered among dedicated groups. Two workshops and one final conference will be organised integrating the different groups to confront results obtained to really concerned actors. A dedicated internet platform will be set up to ensure pro-active communication. A hand