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: Write the 'Expected Impact' section for the project 'Co-creating Behavioural Change Towards Climate-Smart Food Systems' (BEATLES), addressing dissemination and exploitation.

assistant: **Impact**

BEATLES aspires to change the way agri-food systems currently operate and accelerate the systemic and systematic behavioural shift to climate-smart agriculture and smart farming technologies fully aligned with the ambitions of the Farm to Fork and Biodiversity Strategies, and the new CAP at regional and EU levels. By adopting a food systems approach, the agri-food value chain is viewed as a system of interlinked components where interactions lead to systemic innovations. Through targeted selection of agri-food value chains across the EU and by engaging multiple stakeholders in the co-creation of systemic innovations, in the context of appropriate behavioural and experimental settings, the project will provide an integrative inventory of behavioural insights about the full range of “lock-ins” and levers that hinder or motivate behavioural change, including individual, systemic and policy factors. Five different food systems representing the major crop and livestock farming systems in Europe (cereals, dairy, stone fruits, livestock, vegetables) in various EU regions (Western, Eastern, Southern and Northern Europe), will be studied to account for the diversity in agri-food systems and conditions in the EU. The behavioural insights are used to develop transformative pathways, via business strategies and policy recommendations, to encourage transition to fair, healthy and environmentally-friendly food systems. BEATLES will provide a set of business strategies establishing roadmaps for a fair shift towards climate-smart agriculture, based on environmental, social and economic sustainability assessments. Moreover, a series of policy recommendations and tools will be developed to foster behaviourally informed policy design and implementation. The active participation of multipl
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 'EXPLORATHON'16 and EXPLORATHON'17 - EUROPEAN RESEARCHERS' NIGHT SCOTLAND'.

assistant: **Objectives**

EXPLORATHON-4D will deliver two exciting editions of European Researchers' Night across Scotland in 2016 and 2017 guided by our ethos of 'Research for All'. Our partnership builds on our successful, highly visible, EXPLORATHON concept which reached over 15,000 people live and achieved over 4-million twitter impressions in 2014 and 2015. Led by five of Scotland's major research-intensive universities with over 600 EU-funded research projects between them, EXPLORATHON-4D will bring research to the public and foster a new dimension of collaboration with business and industry, building on themes of careers and Responsible Research and Innovation (RRI). Our headline - ONE NIGHT, UNLIMITED DISCOVERY - provides a public friendly message designed to engage audiences not traditionally interacting with research or researchers. We are benefiting from our nationwide partnership to introduce robust researcher training ahead of the NIGHTS ensuring that researchers and publics have the best experience possible.At the heart of our proposal lies a vibrant, multi-element programme of activities and events, all designed to break down barriers between research and external actors of different backgrounds, ages and interests. Formats of cafe discussions, comedy, performance, hands-on activity, talks and debates will combine to highlight the relevance of research and challenge perceived stereotypes of researchers. Our venues will include public places such as shopping centres and cinemas but will also features 'doors open' access into research environments where discovery is actually happening, universities and industry. We will highlight the multidisciplinary and collaborative nature of modern research, helped by MSCA Fellows and EU-funded project exemplars. We will encourage young people 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 how 'Geoplanets' goes beyond current state-of-the-art under Fifth Framework.

assistant: **Innovation**

The increased European involvement in the planetary exploration needs the presence of scientists able to analyse the data that will be obtained by the future planetary missions. In Europe, we have a serious lack of planetary geologists. Under today's circumstances many young students seek their education in U.S.A. because of the lack of educational opportunities in planetary geology. We, here at the International Research School of Planetary Sciences, have been setting up a new research and educational institute that intends to study planetary surface environments and train young scientists. We propose a Euro Summer School on Planetary Geology" in order to provide knowledge on the geology, volcanism and climatic environments characterizing the planets of our Solar System. We have already organized Short Courses for European students in the past and the results have been very promising.The Euro Summer School on Planetary Geology (GEOPLANETS) is linked to the Workshop on Planetary Geology (INTERPLANET_CONF) that has been proposed separately responding to this call. The three events (GEOPLANETS and INTERPLANET_CONF series) form a single package to provide a differentiated forum to the geoscientific community in Europe. The Workshops will discuss leading-edge subjects, whereas the Summer School will deal with background knowledge for young researchers."
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 'Immune system' (1998-2002).

assistant: **Innovation**

This proposal is for two meetings that will cover different but complementary aspects of research into the ways in which specific immune responses to infectious agents are developed while pathological immune responses against self-antigens normally do not occur. Both meetings will cover certain basic aspects of the immune response such as interactions between the innate and adaptive response, triggering events in lymphocyte activation and cytokines and chemokines involved in the development and regulation of an integrated immune response. Considerable advances are being made in understanding the ways in which the innate and adaptive arms of the immune response interact and impingue upon this ability of the body to discriminate between self and non-self. This is therefore a particularly timely point to hold conferences on this topic both with regard to increasing public and scientific awareness and understanding.In the first meeting specific emphasis will be placed on the genetics and effectors mechanisms of autoimmune disease and factors influencing the expansion and maturation of cells of the immune system. A key objective of this conference series will be to bring together not only senior established research scientists but also younger scientists and researchers in an environment where open discussion of ideas and concepts can occur. Conferences in this series will therefore bring together expertise from many areas of immunological research and provide a forum not only for fruitful interaction between scientists of all ages but also a broad training base for young researchers. The intimate nature of these conferences ensures that younger scientists have ready access to established workers in the field not only with regard to information and possible collaborations bu
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 'Holistic Deep Modelling for User Recognition and Affective Social Behaviour Sensing' (HOL-DEEP-SENSE).

assistant: **Innovation**

The ""Holistic Deep Modelling for User Recognition and Affective Social Behaviour Sensing"" (HOL-DEEP-SENSE) project aims at augmenting affective machines such as virtual assistants and social robots with human-like acumen based on holistic perception and understanding abilities.Social competencies comprising context awareness, salience detection and affective sensitivity present a central aspect of human communication, and thus are indispensable for enabling natural and spontaneous human-machine interaction.Therefore, with the aim to advance affective computing and social signal processing, we envision a ""Social Intelligent Multi-modal Ontological Net"" (SIMON) that builds on technologies at the leading edge of deep learning for pattern recognition.In particular, our approach is driven by multi-modal information fusion using end-to-end deep neural networks trained on large datasets, allowing SIMON to exploit combined auditory, visual and physiological analysis. In contrast to standard machine learning systems, SIMON makes use of task relatedness to adapt its topology within a novel construct of subdivided neural networks. Through deep affective feature transformation, SIMON is able to perform associative domain adaptation via transfer and multi-task learning, and thus can infer user characteristics and social cues in a holistic context.This new unified sensing architecture will enable affective computers to assimilate ontological human phenomena, leading to a step change in machine perception. This will offer a wide range of applications for health and wellbeing in future IoT-inspired environments, connected to dedicated sensors and consumer electronics.By verifying the gains through holistic sensing, the project will show the true potential of the much sought-after e
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 'Nanofluidics inside a single carbon nanotube'.

assistant: **Concept**

Nanofluidics is an emerging field aiming at the exploration of fluid transport at the smallest scales. Taking benefit of the specific properties of fluids in nanoconfinement should allow to challenge the limits of macroscopic continuum frameworks, with the ultimate aim of reaching the efficiency of biological fluidic systems, such as aquaporins. Carbon nanotubes have a decisive role to play in this quest, as suggested by the anomalously large permeabilities of macroscopic carbon nanotube membranes recently measured. This behavior is still not understood, but may be the signature of a ‘superlubricating’ behavior of water in these nanostructures, associated with a vanishing friction below a critical diameter, a result put forward by our preliminary theoretical results.To hallmark this grounbreaking behavior, it is crucial to go one step beyond and investigate experimentally the fluidic properties inside a single carbon nanotube: this is the aim of this proposal. To this end, the project will tackle two experimental challenges: the integration of a single nanotube in a larger nanofluidic plateform; and the characterization of its fluidic properties. To achieve these tasks, we propose a fully original route to integrate the nanotube in a hierarchical nano to macro fluidic device, as well as state-of-the-art methods to characterize fluid transport at the ‘zepto-litter’ scale, based on single molecule fluorescence techniques and ‘patch-clamp’ characterization. In parallel, experimental results will be rationalized using modelization and molecular dynamics. This project will not only provide a thorough fundamental understanding of the properties of carbon nanotubes as fluidic transporter, but also provide an exceptional nanofluidic plateform, allowing to explore the limits 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: Draft an executive summary for the EU project 'Whey2Value: valorising waste whey into high-value products' (WHEY2VALUE) targeting Horizon 2020.

assistant: **Abstract**

ACIES BIO has developed an innovative and disruptive high-value technology to address a major economical and environmental challenge of the world’s dairy industry: waste whey. Over 200 million tons of whey is generated annually, and only limited economical solutions exist to process it. The innovative patent pending technology Whey2Value uses a unique bioprocess to utilize whey as a primary ingredient for microbial fermentation to produce sustainable high-value products, such as vitamin B12. The technology greatly reduces the negative impact on the environment by almost eliminating the organic content of the wastewater, allowing for its recycling, while the product of the technology is a protein-rich biomass with high content of vitamin B12 to be used as a very high quality animal feed to complete the dairy industry’s circle. The innovation W2V is perfect example of how circular economy should work. The Whey2Value technology requires a very low-cost processing facility, which can be installed on site, and minimal maintenance costs. It represents a truly unique opportunity to create a huge and disruptive impact on dairy industry, particularly for the competitiveness of small and medium sized European dairy companies, generating high-value products from waste material, and at the same time creating a sustainable solution with a greatly reduced burden to the environment. The objective of this project proposal is to prepare a thorough business plan and feasibility study in the scope of Phase 1, followed by scaling-up and demonstration of operational technology in industrial setting with a local dairy company in the scope of Phase 2. The technology is ready for industrial demonstration, which will be followed by EU and global commercialization of Whey2Value. We expect a rapi
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 'Industrial Residue Activation for sustainable cement production'.

assistant: **Objectives**

The ReActiv project will create a novel sustainable symbiotic value chain, linking the by-product of the alumina production industry and the cement production industy. Bauxite residue (BR) is the main by-product of the alumina sector produced at rates of 7 million tons per year in EU, while recycling rates are less than 100 thousdand tons per year respectively. In ReActiv modification will be made to both the alumina production and the cement production side of the chain, in order to link them through the new ReActiv technologies. The latter will modify the properties of the industrial residue , transforming into an active material  (with pozzolanicor hydraulic activity)  suitable for new, low CO2 footprint, cement products. In this manner ReActiv proposes a win-win scenario for both industrial sectors (reducing wastes and CO2 emissions respectively).  To achieve its objectives the ReActiv project brings together the global leader in cement production with the bigest alumina producers along with top research and technology centers with significant expertise in the field. Furthermore the European alumina association and the international aluminium institute are participating in the project to safeguard the industrial dissemination and deployement of project results. The methodology developed under ReActiv can  be replicated in by-products of other  industrial sectors as well. To this end the project will seek to include in modelling and/or labscale enviroment other by-products in the developed flowsheets.


**Keywords:** Low CO2 Cement, Bauxite Residue valorization,  SCM, alumina, clinker substitution
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 'Ecological diversity and evolutionary networks' (EDEN), addressing dissemination and exploitation.

assistant: **Impact**

Biological systems and their highly organized constituents are paradigms of Complexity. The study of Complex Networks, representing interactions among components, has become central in the science of Complex Systems. The EDEN proposal aims at considering in depth the representation of ecological and evolutionary relationships among biological entities -organisms, populations, taxa- in terms of networks by developing methods to construct them from genetic data and by expanding the toolbox for their analysis.Evolutionary relationships between species are usually represented in phylogenies, i.e. evolutionary trees. Intraspecific gene genealogies and population structure are also conventionally represented as tree-like objects. However, processes such as sexual reproduction or lateral gene transfer introduce cycles and need richer structures -networks- to be properly represented. EDEN will develop tools to build networks of ecological and of evolutionary relationships from genetic data, and study them with the modern methods of network theory.More specifically, EDEN will focus on:- Networks of genetic diversity, constructed from genetic data of a large sample of marine plants in coastal ecosystems. Innovative network methods will be developed to address questions on population structure, gene flow, evolution, biogeography and conservation of these threatened ecosystems.- The tools of reticulate evolution, and novel approaches based on network theory will be used to build and analyze phylogenies with rich structure beyond trees.The aim is to gain biological insight on the evolution of life, from specific lineages to the entire spectrum of life forms, by evolving from the present concept of a `Tree of Life' to a more flexible concept of `Network of Life'. The synergy between
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 'Title: From Pond to Plate: Evaluating techno-functionality, structural properties, and bioavailability of Wolffia and Lemna-based green egg analogue as emerging protein sources' in the context of a Horizon Europe call.

assistant: **Objectives**

This project addresses the urgent need for sustainable and nutritious food sources to meet the demands of a rapidly growing population by harnessing the potential of duckweed species, aquatic plants known for their high-quality protein content. While traditional plant proteins have made progress, emerging sources like duckweed offer the potential to revolutionize food systems. Despite its nutritional benefits, duckweed remains underutilized in food product development. This research aims to close this gap by employing novel protein extraction techniques, specifically pulsed electric field (PEF) and ultrasound technology, both recognized for enhancing protein yield. Through a comprehensive analysis of the techno-functional and structural properties of duckweed proteins, the study seeks to fully unlock its potential. By developing green egg analogues from duckweed protein as a value-added ingredient, this project contributes toward sustainable, high-quality food systems, addressing future food security and improving nutrition for generations to come. Furthermore, the successful development of these egg analogues has the potential to influence future food product innovation, providing healthier and environmentally conscious alternatives that align with global sustainability efforts.


**Keywords:** RuBisCo Protein, Emulsion-Gel Technology, Plant-Based Egg Analogue/alternative, Sustainable Protein Sources