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: Describe how 'Autonomous learning agents in Physics' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

In recent years, the use of machine learning (ML) for the study of physics has experienced a strong boost. However, most of the machines used are black boxes, and the causal relation between inputs and outputs is often impossible to extract. Nonetheless, a critical aspect when dealing with physical systems is not only to make correct predictions, but to understand the physical laws which underlie these assessments. Recently, an increasing number of works aim at developing interpretable ML methods, from which such hidden laws can be extracted. However, their application to physics has been often limited to supervised and unsupervised learning approaches.The aim of this project is: 1) construct an interpretable reinforcement learning method; 2) extract hidden rules and features in timely and paramount problems in physics. The method combines three well-established concepts of ML: projective simulation, graph neural networks (GNN) and hidden variable disentanglement. PS provides interpretable RL agents that can be trained for a variety of tasks, from the construction of quantum experiments, via skill acquisition in robotics, to the modelling of honeybee colonies. By enhancing their learning power and interpretability with GNNs and variable disentanglement, we will extract the hidden features of the systems the RL agents have interacted with and ultimately, the physical laws governing them. In particular, we will tackle problems in the field of condensed matter, where particles diffuse either passively or actively, to reach a target state. Moreover, we will consider ensembles of RL agents, so as to analyze not only the physical properties of the systems, but also their interactions and communication dynamics in the quest of a common target.The originality of the proposal is
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 'Promoting Resilient Orphan Legumes for Sustainable Agriculture and Food Security' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

PROSPER will provide sustainable technical solutions based on the valorization of highly resilient orphan legumes (OLs) for: i) diversification in agriculture, allowing farmers’ access to a wider range of selected cultivars (cvs) and enhance productivity under challenging environments, ii) diversification of value chains, promoting a wider range of products for food processing/biocircular economy industries. PROSPER will act in Mediterranean/Central/North Europe, covering different geographic regions/pedoclimatic conditions. A multi-actor approach will ensure that PROSPER meets the real needs of stakeholders/end-users who will play active roles in the co-creation of technical solutions. Participatory Spatial Explicit Information Services will provide on-demand information for PROSPER actors (information/knowledge creators/end-users). Based on Partners’ expertise/achievements gained in former/ongoing projects, PROSPER will develop beyond state-of-the-art knowledge concerning novel resilient accessions (source of agrobiodiversity), their performance under environmental constrains and nutritional value. Technology transfer and demonstration actions will be promoted to share PROSPER knowledge, translated into beyond state-of-the-art sustainable technologies. By successfully promoting the use of OLs, PROSPER will improve crop diversity and environmental resilience, fostering socioeconomic development and sustainability in farming practices across diverse European regions. Direct drivers of biodiversity decline will be understood and addressed. Biodiversity, ecosystem services and natural capital will be mainstreamed in the society and economy. Practices in agriculture will be developed and improved. Biodiversity research and support policies and processes will be interconnec
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 'Wnt Signalling in Colorectal Carcinogenesis and Intestinal Homeostasis', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The intestinal epithelium is a highly self-renewing tissue, which is replenished by multipotent stem cells. Deregulation of normal intestinal homeostasis often results in malignant transformation. Colorectal carcinoma is one of the most common cancers in western world. Inactivating mutations of the Apc (Adenomatous Polyposis Coli) gene is key for colorectal cancer; up to 80% of sporadic colorectal cancers have Apc mutations. The main tumour suppressive function of Apc is to negatively regulate Wnt signalling, however the functional significance of the pathways downstream of Apc remains elusive. Furthermore, the contribution of intestinal stem cells to colorectal cancer is unclear. The host laboratory has generated a mouse model to study the acute consequences of Apc loss in vivo. Using microarray analysis the lab has identified numerous novel Wnt target genes that are up regulated at all stages of colorectal carcinogenesis. These genes may be important modifiers of the Apc phenotypes but, given their number and potential redundancies, they cannot be tested in a high throughput manner in the mouse. Drosophila melanogaster is one of the best model organisms to perform genetic screens. Recent reports have shown that the Drosophila adult gut has remarkable resemblance to the vertebrate intestine. Importantly, Drosophila intestinal stem cells have been unambiguously identified. In this proposal I will: A) Generate a Drosophila model of Apc driven gut tumourigenesis. B) Test the fly orthologues of the mouse candidate target genes in this system. C) Test the modifiers of the Drosophila phenotype in the mouse model of Apc loss. Ours is a novel approach, which takes advantage of two in vivo genetic model systems to shed light into the molecular and cellular mechanisms regulating
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 'Aerospace Multidisciplinarity Enabling DEsign Optimisation'.

assistant: **Innovation**

AMEDEO is a multi-disciplinary design optimisation (MDO) research training network designed to provide outstanding leadership career development for talented young researchers. Network training incorporates advanced multi-disciplinary optimisation, high fidelity simulation tools and techniques for resolving complex engineering design problems in the aerospace industry. It is complemented by a comprehensive package of generic skills training and career-enhancing secondments throughout the network. The secondments, training events and focused research projects combine to offer a unique platform upon which the researchers can build rewarding and high-impact careers. There is currently an acute skills shortage in MDO and this is exacerbated by the fact that MDO is not routinely taught in universities and no single organisation has the breadth of skills needed to develop the next generation of MDO specialists. The AMEDEO network focuses on the key research training challenges of providing the EU’s aerospace industry with a new generation of MDO researchers capable of providing the radical innovations needed to improve the energy efficiency and reduce emissions from aircraft, at reduced timescales and costs.The importance and timeliness of training a new generation of researchers in MDO for the aerospace industry is clearly stated in the recent EU Flightpath 2050 document which describes its strategic importance to preserving Europe’s lead in an increasingly competitive international industry that makes an annual  EURO 220 billion contribution to the EU economy and provides 4.5 million jobs. Strong private sector involvement in the network, from both SMEs and global aerospace industry leaders, demonstrates the commitment of Europe's leading aerospace companies to the AMEDEO n
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 Seventh Framework proposal on 'Mechanistic studies of T-DNA integration into plant genome'.

assistant: **Concept**

Plant genetic transformation is a fascinating process by which the Agrobacterium transforms its host by delivering a well-defined fraction of its own genome (designated transfer DNA or T-DNA) as a single-stranded (ss) DNA molecule (designated T-strand) into the host cell. The T-DNA integrates into the host genome and is expressed there. Many of the biological mechanisms that govern the transformation process remain poorly understood and our understanding of the mechanisms by which T-DNA molecules integrate into the host-cell genome is still sketchy. The T-DNA molecule does not code for the machinery needed for its transport and integration into the plant genome. Thus, the T-DNA sequence can potentially be replaced by any other sequence of interest without affecting the transformation and integration process, which is likely to be governed largely by plant proteins and machineries. T-DNA molecules were shown to be capturable by genomic double-strand breaks (DSBs), which led to the suggestion that DSBs may act as ‘hot spots’ for T-DNA integration. Data from my laboratory suggest that a double-stranded (ds) intermediate (dsT-DNA) may serve as a dominant substrate in the integration process. The mechanism by which T-strands are complemented to dsT-DNAs is still unknown and to the best of our knowledge, have never been studied and we have only recently begun to reveal the molecular mechanisms by which dsT-DNA molecules integrate into genomic DSBs. My hypothesis is that dsT-DNA intermediate molecules and genomic DSBs play a significant role in T-DNA integration and in my interdisciplinary proposal I plan to combine the use of functional assays, biochemical studies, genetic approaches and imaging methods to (i) unveil the molecular mechanism of T-strand complementation to dsT-
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 'The next-generation silicon-based power solutions in mobility, industry and grid for sustainable decarbonisation in the next decade.' (Power2Power) under Horizon 2020.

assistant: **Objectives**

The objectives in Power2Power aim to foster a holistic, digitized pilot line approach by accelerating the transition of ideas to innovations in the Power Electronic Components and Systems domain. In the course of this project, the international leadership of the European industry in this segment will be strengthened by means of a digitized pilot line approach along the supply chain located entirely in Europe; working together with multiple organizations, combining different disciplines and knowledge areas in the heterogeneous power-ECS environment. Only these comprehensive efforts will allow reaching a high-volume production of smart power electronics to change the market towards energy-efficient applications to meet the carbon dioxide reduction goals of the European Union. Consequently, economic growth and Tackling grand societal challenges “Energy” and “Mobility” lead to safeguarding meaningful jobs for European citizens. Silicon-based power solutions will outperform new materials (SiC, GaN) for many more years in terms of cost-to-performance-ratio and reliability. Thus, the Silicon-based power solutions will keep innovating and growing the upcoming years. On a long run the project Power2Power will significantly impact the path to the industrial ambition of value creation by digitizing manufacturing and development in Europe. It fully supports this vision by addressing key topics of both pillars “Key Applications” and “Essential Capabilities”. By positioning Power2Power as innovation action, a clear focus on exploitation of the expected result is a primary goal. Smart energy utilization with highly efficient power semiconductor-based electronics is key in carefully utilizing the scarce resources. Energy generation, energy conversion and smart actors are these applicat
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 Europe proposal on 'Next Generation LiDAR for Automotive and Industrial Use Cases'.

assistant: **Innovation**

Hybrid Lidar Systems has invented a patented hybrid technology (ToF + PV) for determining distances with light, which has enabled us to develop LiSSA 3D Lidar, the next generation of 3D Solid State Flash LiDAR sensors for    enhanced driving safety. LiSSA (Lidar for Smart Sensing and Automotive) represents a revolutionary LIDAR approach, which not only provides a high resolution (double VGA) but also guarantees a very good accuracy level (<1cm for a 200m range). Furthermore, LiSSA 3D applies a multi-spectral    approach to cover more than one area at a time, which allows for a better object classification. LiSSA 3D will be of great importance for autonomous driving, enabling the detection of small objects at long distances at the usual speed. The goal of this project is to equip every moving object in    road traffic with our LiDAR sensor technology so as to raise traffic to a new level of security. LiSSA 3D has a low computational effort, enabling the innovation to be offered at a low cost.


**Keywords:** Time of Flight (ToF),Signal Processing ,Resolution,Autonomous Vehicle,LiDAR Systems
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 'Distributed Virtual Workspace for Enhancing Communication within the Construction Industry' demonstrating excellence, impact and implementation quality for a Fifth Framework call.

assistant: **Abstract**

The project primarily addresses Workplace Design by developing, integrating and evaluating innovative workplace technologies for creating innovative and new workplace environments in the building industry sector. It aims to improve the process of building design and construction by enabling the user groups to operate both more efficiently and with better interaction.The project addresses the three key building construction phases:Client-Briefing, which requires detailed interaction with the client;Design Review, which requires detailed input from multidisciplinary teams of architects, engineers, and designers; and Construction, whose function is to fabricate and/or refurbish the building/s.The objective is to produce a prototype virtual workspace that will enable the three key phases to be visualised and manipulated, thus enabling better design and planning through greater interaction between all stakeholders. This will result in improved productivity and design; lower building costs with reduced waste, and improved safety both in the final building and also the construction process. The key milestones are the development of three modules for construction workspaces and their integration into the prototype system.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'Collective wisdom driving public health policies'.

assistant: **Objectives**

Today’s rich digital information environment is characterized by the multitude of data sources providing information that has not yet reached its full potential in eHealth. CrowdHEALTH will introduce a new paradigm of Holistic Health Records (HHRs) that include all health determinants. HHRs will be transformed into Social HHRs communities capturing the clinical, social and human context of the population segmentation and as a result the collective knowledge for different factors depending on the communities formulation criteria (e.g. demographics, diseases, lifestyle choices, nutrition, etc). CrowdHEALTH will deliver a secure integrated ICT platform that seamlessly integrates big data technologies across the complete data path, providing of Data as a Service (DaaS) to the health ecosystem stakeholders. CrowdHEALTH will develop policy modeling techniques to facilitate the inclusion of Key Performance Indicators (KPIs) in policies and the correlation of these KPIs both with all health determinants captured in HHRs and with information from other domains towards a “health in all policies” approach. Creation and co-creation (cross-domain) of policies will be feasible through a rich toolkit, which will be provided on top of the DaaS, incorporating mechanisms for causal and risk analysis, as well as for compilation of predictions. Through the toolkit, multi-modal targeted policies addressing various time scales (long- / short- term), locations (area, regional, national, international), populations, and evolving risks will be realized. CrowdHEALTH will facilitate policies evaluation (on complete policy and per-KPI levels) and optimization through adaptive and incremental visualizations of simulations and outcomes of evidence based analysis of prevention strategies. CrowdHEALTH
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 'ERA-Chair: Striving for excellence in forest ecosystem research' to be submitted under Horizon Europe.

assistant: **Abstract**

The objective of the project ERA-Chair: Striving for excellence in forest ecosystem research (EXCELLENTIA) is to create an excellent interdisciplinary research group engaged in Forest Ecosystem Research (FER), under outstanding scientist Professor Douglas L. Godbold at the Faculty of Forestry and Wood Technology (FFWT) Mendel University in Brno (MENDELU). He will be a scientific leader guiding FFWT structural changes and transferring the faculty into a modern and accountable institution. The structural changes include, i.e. implementation of sustainable research & innovation, accountability in intellectual property rights and research data management, and codification of scientific morality in practice and career guidance. The FER researchers will focus on climate-driven change in European forests, the sustainability of their functions, methods to ensure forest stability in the following decades, and the tree predisposition to death. In addition, the FER group will study the effects of predicted future climatic scenarios on Central European forests. EXCELLENTIA will use the enormous potential of the Training Forest Enterprise (UFE) Masaryk Forest in Ktiny, a long-term research site. Some of the research plots at UFTE were established in 1973, and tree growth data has been measured continuously, which has led to unique datasets.Prof. Godbold will be head of the FER Research Group which will have the same status as the other Departments at the FFWT. This enables high autonomy in defining scientific themes and approaches in research. EXCELLENTIA will be built on the data availability, previous research investments and the research programme developed at the FFWT.


**Keywords:** forest, ecosystem, tree growth, capacity, excellence, career, data, tree, pathogen, soil, fungi