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 'European Network for Education and Training in Radiation Protection' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

For a vast amount of applications in the medical, industrial, research and other sectors, a good understanding of radiation protection (RP) is fundamental in order to protect workers, the public and the environment from the potential risks of ionising radiation. Within this perspective, building and maintaining an advanced level of competence in RP, assuring sufficient well-trained personnel and organising an adequate knowledge management, is crucial. Effective education and training (E&T) is a critical element in these matters, helping to prevent the decline in expertise and to meet future demands. ENETRAP III adds new and innovative topics to existing E&T approaches in RP. It will further develop the European reference training scheme with additional specialized modules for Radiation Protection Experts working in medical, waste management and NPP. It will implement the ECVET principles and will establish targeted assistance from regulators that will play a crucial role in the endorsement of the proposed courses and learning objectives. ENETRAP III will also introduce a train-the-trainer strategy. All organised pilot sessions will be open to young and more experienced students and professionals. In this way, ENETRAP III aims to contribute to increasing the attractiveness of nuclear careers and to lifelong learning activities. A web-based platform containing all relevant information about E&T in RP will facilitate an efficient knowledge transfer and capacity building in Europe and beyond. ENETRAP III will also propose guidance for implementing E&T for Radiation Protection Experts and Officers, hereby providing extremely important assistance to all Member States who are expected to transpose the Euratom BSS requirements into their national legislations. Moreover, ENETRAP
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 'Novel PDA Methodology to energize Public and Private European Energy Efficiency Projects' will create measurable scientific, societal and economic impact aligned with Horizon 2020.

assistant: **Impact**

Many projects of high energy savings potential, both in the private and public sectors, have been identified by building owners, local energy agencies and ESCOs. However, a large number of them consistently fails to reach implementation stage, as they collide with two main barriers: 1) lack of scale to attract professional investors in this project type and/or2) restrictive Public Procurement procedures that are expensive to prepare and adapt to each project case.-BundleUP will develop a “Ponto Energia”, will bundle projects according to specific characteristics (investment size, technology, geography) using the currently available framework and consolidated procurement procedures to provide projects with scale, improve bankability, investor-trust and result in a faster time-to-market. The action aims at developing at least 58 Portuguese sustainable energy projects with total estimated investments of EUR 49,9m. These projects will trigger around 155 GWh/year of primary energy savings and generate 3,1 GWh/year of renewable energy. -Innovative approaches will be implemented concerning financing models and sources. BundleUP will strongly focus on energy savings projects, including renewable energy self-consumption. The project will make use of existing and innovative financing instruments, combine them with institutional investors (such as investment funds or ESCOs) while stimulating the engagement of citizens and local communities by using crowdfunding and cooperative business models to share the benefits of sustainable energy investment.-By placing Portuguese local and regional energy agencies in a central role, with regard to potential project identification, dissemination and relation with local authorities, companies and stakeholders, BundleUP will put in practice the
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 'Chances for a NanoImprint Lithography based fabrication technology' to be submitted under Fifth Framework.

assistant: **Abstract**

The objective of the project is twofold:i) to develop and;ii) to assess the potential for nanoimprint technology for the coming semiconductor fabrication requirements in the sub-10 nm domain. We intend to meet the objective by exploring NanoImprint Lithography (NIL) for making individual structures on the sub-10 nm level as well as explore the possibility for making imprint over large areas (up to 6'' wafers). We realize that for large areas we need to relax specifications and expand today's individual sub-100 nm level into the large area domain in order to reach results within a three-year perspective. However, the results obtained on the individual 10 nm level will then be transferable to the large area domain. A result we expect a nanofabrication technique with capabilities for mass production aiming towards the sub-10 nm domain, with a clear identification of its potential. Furthermore, nano-imprint technology will be an important contribution to ensure a strong competitive position for the EU in the key emerging technologies for information processing circuits.OBJECTIVESThe objectives of the project are:i) to develop and;ii)to assess the potential for nanoimprint technology for the coming semiconductor fabrication requirements in the sub-10 nm domain.This will be realized by exploring:I) NIL for making individual structures on the sub-10 nm level as well as exploring;II) the possibility for making imprint over large areas (up to 6'' wafers).The impact of nanoimprint technology, if succesfully transferred to industry, would be huge. Application areas would include e.g. storage technologies (optical, magnetic etc), micro/nano-electronics and bio-sensor devices and would make strong impact onto every-day life.DESCRIPTION OF WORKNanoimprint lithography (NIL) has the po
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 'Wave Farm Impacts and Design' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

Wave energy is a vast resource that can substantially reduce our environmental footprint. For this purpose Wave Energy Converters (WECs) must be deployed in arrays, forming wave farms, because a single WEC cannot deliver the amounts of energy that are required. At present we do not understand how the sea will interact with these wave farms. In earlier work, we carried out laboratory tests to characterise the interaction of a single WEC with the wave field. The main goal of the WAVEIMPACT project is to characterise the interaction of a wave farm and the wave field by means of laboratory tests and numerical modelling. Upon validation, we will apply the model to investigate the impact of a farm at different study sites. On these grounds we will produce the first set of guidelines on wave farm design.""
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 'Launch Test of Natural Biocides for the Control of Insect Borne Diseases' (LaunTeNaBio) targeting Horizon 2020.

assistant: **Abstract**

Insect-Borne Diseases (IBDs) affecting animals and plants are an increasing problem burdening the economy and the social conditions of many countries. The growing concern is that climatic changes, globalization and increase in travel and trade have fostered the spread of insect populations in new geographic areas and with them many IBDs. It is now established that Europe must face an increasing risk of vector-borne outbreaks.Mosquito-borne infections affect millions of people all over the world every year, with severe implications for public health and a devastating economic impact in endemic countries. Phytophagous insects transmit diseases to plants of agronomic importance, seriously damaging food production and heavily compromising the well-being of local populations, especially in countries whose economy is mainly based on agriculture.Solving or alleviating IBDs is a global challenge, but effective and safe tools are not yet available. The main approach is based on the use of insecticides to reduce or eliminate the insect-vector populations, but this approach has dual limitations of undesired effects on the environment and insect development of resistance to these substances. Effective strategies are needed to overcome these drawbacks, contributing to solutions in a practical and forward-looking way. Two main aspects for an innovative control strategy are the reduction of costs for anti-IBDs campaigns, and the attraction of potential users to promote technology transfer and implementation.The proof of concept proposed by LaunTeNaBio is the realization of a Launch Test of Natural Biocides starting from an innovative product containing symbiotic yeasts (KysBio) to prevent IBDs of health or agricultural significance. LaunTeNaBio intends to accomplish the objective by s
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 'Is there mechano in Mechanochemistry?' (Mecha-NO-Chem), addressing dissemination and exploitation.

assistant: **Impact**

At present, mechanochemistry is transferring an ever-growing number of chemical reactions from conventional wet-chemical procedures into the solid-state environment of ball mills. As an electrified and largely solvent-free synthesis concept, it addresses the call for greater sustainability in chemistry, while simultaneously unrevealing a widely unexplored academic frontier with often markedly different product selectivities.Applied in organic and inorganic chemistry, in the synthesis of polymers and biomolecules, the idea almost always revolves around the concept that colliding milling balls transfer mechanical energy to reactants, thereby initiating their reactivity. This concept is reflected in the definition of mechanochemistry by IUPAC as 'chemical reactivity initiated by the absorption of mechanical energy'.This project challenges the core of this definition, hypothesizing that the majority of what is denoted as mechanochemical is not initiated by the absorption of mechanical energy at all. This project is groundbreaking as it aims to change the self-conception of a discipline.It develops a new classification for seemingly mechanochemical reactions - the triangle of mechanochemistry, which categorizes reactions based on mixing, thermal- and mechanical energy. I hypothesize that most reactions designated as mechanochemical are not driven by mechanical energy, but by intensive mixing, still operating under thermal control near room temperature.I will develop methods to isolate and quantify these three parameters in mechanochemical reactions and locate latter in the triangle of mechanochemistry.This project will explore the reasons behind mechanochemical reactivity challenging the fundament a whole discipline is built on  its current definition. Precisely this knowled
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 'ALPA Kids e-learning platform expansion to the Polish market' (ALPAWomenTechEU), addressing dissemination and exploitation.

assistant: **Impact**

ALPA Kids is an Estonian educational technology start-up that is developing e-learning games for children aged 3-8, including provide a personalised learning experience. With the help of machine learning and learning analytics, ALPA Kids has created an AI-based personalised learning path, which will be available for every child. ALPA Kids innovation is unique because of its learning algorithm, distinguishable learning platform, and research collaboration. Creating a positive impact with our work is the leading vision in our company.  Developing our content and promoting innovation has a wide positive social impact, which means that more teachers and parents can provide e-learning content in their native language and personalised learning experiences to children. For that reason, we are planning to expand into the Polish market and localise ALPA Kids games into Polish, so we could provide quality e-learning opportunities in the Polish language for kids aged 3-8. In addition to that, we will implement an AI-based learning path, to provide personalised learning opportunities for kids and learning analytics for Polish preschool teachers and parents. During this 10 month project we will launch new ALPA Kids Poland app, scale in AI-based learning path and reach the first 100 000 non-paying users.


**Keywords:** E-learning, children aged 3-8, personalised education, less spoken languages
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 'Fuel cell technology in ships (FCSHIP)' demonstrating excellence, impact and implementation quality for a Fifth Framework call.

assistant: **Abstract**

The proposal describes a comprehensive study on the technical feasibility, efficiency, cost benefit and environmental aspects related to application of Fuel Cell systems in ships. The project objective is to provide, a roadmap for further K&D on FC application on ships taking into account safety, operational, environmental, cost, infrastructure and market aspects. Results from the work will be the first rules on safety and operation, design methodologies, sample designs and specification for demonstrator projects for future exploitation of the fuel cell technology in shipping.
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 'Intent-driven NaTive AI architecturE supporting Compute-Network abstraction and Sensing at the Deep Edge' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

The 6G Smart Networks of the future will provide the high-performance and energy-efficient infrastructure on which next generation internet and other services can be developed and deployed. 6G will foster an Industry revolution and digital transformation and will accelerate the building of smart societies leading to quality-of-life improvements, facilitating autonomous systems, haptic communication and smart healthcare. To achieve the aforementioned objectives in a sustainable way, it is well understood that new approaches are needed in the way the telco infrastructures are architected, federated and orchestrated. These new approaches call for multi-stakeholder ecosystems that promote synergies among MNOs and owners of all kinds or computational and networking resources that will share the extraordinary costs of yet another generation upgrade from 5G to 6G, while facilitating new business models. It is clear, that the new architecture paradigms bring unprecedented complexity due to the sheer scale and heterogeneity of the orchestration domains involved, that should be matched by equally capable automation capabilities, thus 6G is aiming for the “holy grail” of pervasive AI-driven intelligence, termed as Native AI. However, the multi-stakeholder infrastructures foreseen in 6G as per the “network of networks” concept, will add a level of unprecedented management complexity due to the sheer scale and heterogeneity of the orchestration domains involved. 6G-INTENSE aims to abstract and federate all kinds of computational and communication resources under an internet-scale framework, that is governed by an intelligent orchestration paradigm, termed as DIMO.


**Keywords:** DIMO, Network-Compute Fabric, Resource Pools, Native AI, Intent, Sensing
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 'Towards Soft Fixture-Based Manipulation Primitives Enabling Safe Robotic Manipulation in Hazardous Healthcare and Food Handling Applications' (SoftEnable) targeting Horizon Europe.

assistant: **Abstract**

Fresh food processing is a labour intensive task requiring workers to operate in hazardous environments such as cold rooms while handling delicate produce. Industry KPIs however include reducing human exposure to these harsh conditions and avoiding injury while maintaining high levels of productivity and employee satisfaction. These challenges are in principle well-suited for robotics, but the handling of delicate items such as meat and fish requires new types of robotic manipulation primitives to secure the manipulated object safely. SoftEnable proposes a new framework for manipulation actions involving deformable delicate objects based on the notion of soft fixture-enabled manipulation primitives. While fixtures by means of robotic grasps or specifically designed workpiece fixtures are routinely applied in industrial robotics applications involving rigid objects such as metal parts, there is a need to generalize these robotic methods to materials and situations that require the robust manipulation of soft or fragile items. SoftEnable will extend existing robotic grasping and manipulation techniques based on a novel soft fixture-based framework that generalize the notion of caging grasps together with the co-development of a soft fixture-optimized robotic manipulator and tooling for this purpose. Besides the fresh food handling use case, SoftEnable will focus on the healthcare sector where the project will demonstrate how soft fixtures can be utilized by a robotic system assisting health care workers by reducing stress and risk exposure during the handling, preparation, dressing, undressing and safe disposal of personal protective equipment (PPE).


**Keywords:** Robotic Manipulation, Deformable Objects
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose the 'Concept and Approach' section for a Horizon Europe proposal on 'Development of a lung METAstasis-on-a-CHIP model for osteosarcoma as a biomimetic testing platform for drug discovery and therapeutic innovation'.

assistant: **Concept**

Osteosarcoma is a highly aggressive bone cancer that primarily affects children. Secondary lung metastasis is the most critical clinical factor, with 70% of those who develop lung metastasis succumbing to the disease within 3 years. Despite the resonating clinical urgency for newer, more effective treatment options, there have been no changes in treatment since the introduction of chemotherapy in the 1970s. Furthermore, osteosarcoma is a rare disease making the conduct of large clinical trials investigating novel therapies very challenging. META-CHIP proposes to embark upon frontier research by being the first to develop a lung metastasis-on-a-chip model for osteosarcoma, for use by both the research community and the pharmaceutical industry. This will be realized by first testing the hypothesis that patient derived tumour spheroids (PDTS) generated from patient biopsies will recapitulate the primary tumour and thus be a superior drug development model than traditional cell culture models (Aim 1). An osteosarcoma-on-a-chip device will be developed integrating PDTS, microfluidic technology, and novel biomaterial design to provide a more accurate model of the tumour microenvironment (Aim 2). To validate the device, the ability to predict clinical outcomes on tumour growth following treatment with two anti-angiogenic drugs, which have progressed to Phase II clinical trials will be assessed (Aim 3). Finally, META-CHIP will develop a much-needed platform which mimics key aspects of osteosarcoma metastatic disease progression to the lung. This will be achieved through functional-coupling of the osteosarcoma-on-a-chip device with an established lung-chip to create a medium-throughput, cost-effective, human systemic model of osteosarcoma metastasis (Aim 4). META-CHIP has the po