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 the specific objectives and expected outcomes for 'Environment-Mediated Genetics: The Power of Biological Non-Determinism for Mental Health' in the context of a Horizon Europe call.

assistant: **Objectives**

Mental health problems are associated with variation in the brain and genome. The mechanisms underlying these associations are extremely hard to discern because they are subtly distributed across thousands of genes and not specific to neural processes. Meanwhile, a focus on biology tends to induce feelings of helplessness among those affected by mental health problems, as biology is typically seen as deterministic. I propose that both our mechanistic understanding and the sense of personal agency will leap forward if we consider modifiable, heritable social and lifestyle factors (i.e. ""environment"") centrally within the causal chain from genes to brain to mental health.Environmental factors are known to be heritable, yet a bottom-up gene-brain causal model prevails due to its intuitive and practical appeal. Standard methods are limited to pairwise associations between the many relevant genetic, brain and environmental variables. The heritable environment is thus hard to account for, let alone embrace as an opportunity. We developed a new multivariate method that can identify patterns of shared genetic effects across thousands of variables. By combining this method with genetically informed causal models and family designs, we will reveal the overall explanatory power and pervasiveness of environment-mediated genetic influences on brain and mental health. We will further characterise these to identify which environmental factors are potential mediators of genetic influences on brain and mental health, when they emerge, and if and how they are personally modifiable.The goal of EM-POWER is to lay empirical foundations for a new non-deterministic biological paradigm, that leads to new mechanistic insights of environment-mediated biological mechanisms, within this project
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 'Algorithms for coping with uncertainty and intractability' (ACUITY).

assistant: **Concept**

The two biggest challenges in solving practical optimization problems are computational intractability, and the presenceof uncertainty: most problems are either NP-hard, or have incomplete input data whichmakes an exact computation impossible.Recently, there has been a huge progress in our understanding of intractability, based on spectacular algorithmic and lower bound techniques. For several problems, especially those with only local constraints, we can design optimumapproximation algorithms that are provably the best possible.However, typical optimization problems usually involve complex global constraints and are much less understood. The situation is even worse for coping with uncertainty. Most of the algorithms are based on ad-hoc techniques and there is no deeper understanding of what makes various problems easy or hard.This proposal describes several new directions, together with concrete intermediate goals, that will break important new ground in the theory of approximation and online algorithms. The particular directions we consider are (i) extend the primal dual method to systematically design online algorithms, (ii) build a structural theory of online problems based on work functions, (iii) develop new tools to use the power of strong convex relaxations and (iv) design new algorithmic approaches based on  non-constructive proof techniques.The proposed research is at thecutting edge of algorithm design, and builds upon the recent success of the PI in resolving several longstanding questions in these areas. Any progress is likely to be a significant contribution to theoreticalcomputer science and combinatorial optimization.
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 'Automation of large-scale protein functional sequence analysis' in the context of a Fifth Framework call.

assistant: **Objectives**

The Profuse project will combine the different strengths of European groups working on various aspects of protein classification to develop systems to automatically annotate protein sequences, This development is made necessary by today's flood of sequence data, which makes labour-intensive hands-on annotation unsustainable. Profuse will. Research improved methods for protein classification and implement them. Classify all known protein sequences. Based on the above, develop automated annotation systems Making the automated annotation system and the Profuse research results available to the scientific community will enable researchers to classify and annotate rapidly all their own new sequences, thus facilitating the fast identification of proteins of medical and commercial importance such as drug targets and disease genes.
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 'Hotspot Ecosystem Research and Man's Impact on European seas' to be submitted under Seventh Framework.

assistant: **Abstract**

The HERMIONE project is designed to make a major advance in our knowledge of the functioning of deep-sea ecosystems and their contribution to the production of goods and services. This will be achieved through a highly interdisciplinary approach (including biologists, ecologists, microbiologists, biogeochemists, sedimentologists, physical oceanographers, modelers and socio-economists) that will integrate biodiversity, specific adaptions and biological capacity in the context of a wide range of highly vulnerable deep-sea habitats. Gaining this understanding is crucial, because these ecosystems are now being affected by climate change and impacted by man through fishing, resource extraction, seabed installations and pollution. To design and implement effective governance strategies and management plans we must understand the extent, natural dynamics and interconnection of ocean ecosystems and integrate socio-economic research with natural science. The study sites include the Arctic, North Atlantic and Mediterranean and cover a range of ecosystems including cold-water corals, canyons, cold and hot seeps, seamounts and open slopes and deep-basins. The project will make strong connections between deep-sea science and user needs. HERMIONE will enhance the education and public perception of the deep-ocean issues also through some of the major EU aquaria. These actions, together with GEOSS databases that will be made available, will create a platform for discussion between a range of stakeholders, and contribute to EU environmental policies.
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 'La MaMa Experimental Theatre: a lasting bridge between cultures', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

MariBet is focused on the activity of La MaMa Experimental Theatre Club of New York, founded by Ellen Stewart (1919-2011) in 1961 in order to give voice to artists marginalized by both the institutional theatres of Broadway and the Off-Broadway scene: a theatre conceived as an integration point in overcoming cultural and geo-political barriers and engaging artists in a common artistical research. Nowadays La MaMa produces performances always addressed to current social issues like immigration and welcoming refugees. The topic of the research is then in line with the current European political situation marked by the debate on migration flow.Main objectives are: 1. fill the gap in the field of theatre studies with an in-depth study of the history of La MaMa on which there are no exhaustive investigations yet; 2. analyse its engagement in promoting intercultural dialogues both in the past and in the present. These objectives will be reached through an interdisciplinary research, combining the historical and semiological investigation to the sociological analysis of the issues related to the performances presented by La MaMa. This project is timely because the historical distance from the facts allows a critical objectivity in the study of the subject, the emerging interest on the comparison between Avant-Garde theatre and contemporary theatre, the principles investigated by La MaMa over the years still impact on our society today.The project (36 months) will be hosted at the Department of Cultures and Civilizations (CUCI - UNIVR, Italy) and in the Martin E. Segal Theatre Center (MESTC, Graduate Center – CUNY, US), involving the non-academic cultural institution La MaMa Experimental Theatre Club of New York. The detailed research and training program will be supervised by
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 'Electron Correlation - The Electronic Ground State of Graphene Nanoribbons' (2007-2013) under Seventh Framework.

assistant: **Objectives**

Graphene nanoribbons are derivates of graphene. Since its discovery in 2004 by Andre K. Geim and Konstantin S. Novoselov it has received enormous attention earning its discoverers the 2010 nobel prize. The great interest in graphene originates in its unique properties.Graphene nanoribbons are an interesting building block for spintronics. In standard electronics the information carrier is the charge (the electron). When a charge current is present the signal is “on”, when there is no charge current the signal is “off”. In this setup the spin information (“up” or “down”) is completely ignored. Graphene nanoribbons, however, offer the possibility to add the spin degree of freedom to conventional electronic devices. The advantages are numerous.It has been shown theoretically that electrons localise on the sides of nanoribbons. This electronic structure is reminiscent of the electronic structure of the H2 molecule at dissociation limit. The dissociated H2 molecule is the prototype system of static correlation. In this project recently developed theories and methods that accurately describe static correlation are applied to graphene nanoribbons. To investigate the electronic ground state structure with an efficient implementation of the theories and methods will be developed.In this project Prof. Angel Rubio, scientist in charge and head of the nano bio Spectroscopy group at the at the Basque Country University (UPV/EHU) in San Sebastian, Spain, Prof. Gustavo Scuseria, head of the quantum chemistry group at Rice University in Houston, USA, and Dr. Daniel Rohr, researcher in the project, join forces to investigate the electronic structure of graphene nanoribbons.  The project will be executed by Dr. Daniel Rohr. He will join the group in Spain for 24 months during which he wi
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the concept and methodology overview for 'Molecular basis underlying the QTL responsible for the genetic control of flowering time in chickpea: an integrative approach' under Horizon 2020.

assistant: **Concept**

Our ability to feed the world with innovative products depends on new breeding methods and technologies that will require well-trained plant breeders who understand fieldwork, skilled scientist who understand the genetic basis of the traits to improve and data scientist to help geneticist and breeders to make more informed material selections. Flowering time is the major domestication trait defining the adaptation of chickpea to different agro-climatic conditions, and therefore is a major determinant of its productivity. Understanding how individual genetic variants combine to provide adaptation in specific situations is fundamental to accelerating introgression of new traits into adapted backgrounds. Today a number of genomic resources developed in the past for model plant systems are available for agronomically important crops. In FLOWERINGCHICKPEA we will dissect the molecular basis controlling flowering time. The specific objectives of the project involve: a) characterizing a comprehensive inventory of genes controlling flowering time; b) constructing the highest-density genetic map available using large-scale mapping populations through a novel genotyping by sequencing strategy; and c) addressing differential expression profiles for the candidate genes. This will be achieved by adopting an integrative approach that combines state-of-the-art technologies in next-generation sequencing, computational plant biology and diverse genetic resources exhibiting a wide range of phenotypic diversity for flowering time. This will allow us the construction of high- density integrated physical and genetic linkage maps, and eventually the assessment of colocalization between flowering time loci/QTL and flowering time genes. Results will be an important resource for geneticists cur
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 2020 proposal on 'RESEARCHERS SQUARE'.

assistant: **Concept**

‘Researchers Square’ is designed to increase the awareness of research as a solution to the numerous challenges faced by people all around the world and mainly in Europe. The idea of the project, ‘Better Living through Science: from Social Sciences and Humanities to Maths and Technology’, has been conceived in times of crisis, a moment where becomes clearer that we must join efforts to find innovative solutions to encourage young people’s interest in research. It responds also to the challenge of building bridges between researchers and general public, showing that science could give answer to the societal challenges that we are facing in Europe.The project is the third experience of Andalusia in the ERN. Fundación Descubre will coordinate this project, based in its experience through the last 5 years working with relevant projects in Spain and in its consortium experience in the two editions of this project in Andalusia. The consortium is composed by eight Andalusian universities, the Spanish National Research Council (CSIC), the Ministry of Economy, Innovation, Science and Employment (CEICE), the Institute for Agricultural and Fisheries Research and Training (IFAPA) and two of the most important botanical institutions, all dedicated to higher education, research and science popularization in Andalusia.The project's major strength is the high mobilization of researchers, the support and involvement of Municipalities and the numerous activities taking place on main busy streets and historical buildings of the eight Andalusian cities, which will have a high social impact in the region. Given the project’s dimensions, it will be developed with a high mobilization of personnel and technical resources and with the collaboration of the local institutions, NGOs, private compa
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 'On the edge AI-driven Autonomous Inspection Robots' to be submitted under Horizon Europe.

assistant: **Abstract**

Energy Robotics proposes an end-to-end robot agnostic AI-driven software platform that enables a diverse fleet of mobile robots to autonomously conduct routine inspections in industrial  plants, including remote and hazardous facilities. The use of innovative on-the-edge Artificial Intelligence technologies for robotic awareness of the surrounding environment (semantic scene understanding, deeply connected data analysis and novel sense & react capabilities) will change the paradigm of Autonomous Inspection Robots (AIRs), enabling artificial “common sense” for execution of inspections in unstructured and frequently changing industrial environments.Edge AIR will unlock the full potential for our product in currently targeted industries (oil & gas, energy and chemical) and in new segments, such as mining, construction, security & surveillance and agriculture, that present large demand for inspection in constantly changing environments and robots capable of supervised manipulation.


**Keywords:** robotics,edge artificial intelligence,sense & react capabilities,semantic scene understanding,Autonomous Inspection Robots
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 'Molecular Robots Exhibiting Collective Behaviours' (MRECB).

assistant: **Innovation**

Cells carry out biochemical and physiological functions in the body by intricately controlling the position and activity of matter at the nanoscale. In contrast, our ability to exert equivalent spatiotemporal control over therapeutic molecules is extremely inadequate. That is the reason why although we have very effective therapeutics, their use is often limited by excess toxicity and adverse effects.We have recently described an autonomous, logic-guided DNA origami nanorobot, capable of transporting molecular payloads between selected points of origin and target, and demonstrated its selectivity and efficacy in inducing tumor cell apoptosis.Here, we propose to create nanorobots that can be programmed to exhibit collective behaviours. This will provide unprecedented, nearly absolute spatiotemporal control over many therapeutic molecules simultaneously. Using the molecular equivalents of computer programs, which we describe here, these nanorobots will be able to communicate with each other, coordinate timing of activity, form meta-structures, exhibit quorum-sensing capabilities and emulate logical operations using biological cues as bits.This proposal describes nanorobot design and control, and shows how the nanorobots can be modified to exhibit improved pharmacokinetic performance with negligible immunogenicity and toxicity. This technology could revolutionize therapeutic paradigms and procedures, along with other aspects of current medicine.
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 'calScreener® – an innovative device for Bacterial Analysis and Diagnostics through Growth and Energy-release in Real-time' (BADGER), addressing dissemination and exploitation.

assistant: **Impact**

The overall objective of the project is to commercialize calScreener™ - the first multi-channel calorimetry system for Antimicrobial Susceptibility Testing (AST). The clinical importance of AST tests is increasing in line with the growing concerns over antimicrobial-resistant infections. De-spite the vast amount of research that has been done to improve AST testing standards globally, there are several clinical areas where the testing cannot be performed due to the lack of proper monitoring/assay technologies. An example is Biofilm Infections where no diagnostic standards exist. Through the project, SymCel will propose calScreener™ , a calorimetry based diagnostic tool, as a novel and viable approach to target unmet diagnostic needs.The key need of clinicians dealing with bacterial infections is an accurate and quick diagnostic test that will help to determine if and what type of antibiotic should be used in the patient. The test should be objective and actionable, i.e. providing information at the choice of therapy. calScreener™ will meet those needs by delivering detailed and correct information about the type of bacteria involved in the infection enabling quick choice of individualized patient therapy. In the Phase 1 project, SymCel will develop a business plan that will guide the upcoming validation and exploitation efforts. By validating and commercializing calScreener™ as a diagnostic tool, the BADGER project will make an important contribution to fighting anti-microbial resistance in Europe, and increase the level of Antibiotic Stewardship.