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 novelty, innovation potential and advance beyond the state of the art for 'The Global Latent Workspace: towards AI models of flexible cognition' (GLoW).

assistant: **Innovation**

Recent advances in deep learning have allowed Artificial Intelligence (AI) to reach human-level performance in many sensory, perceptual, linguistic or cognitive tasks. There is a growing need, however, for novel, brain-inspired cognitive architectures to achieve more robust and flexible cognition. The Global Workspace Theory refers to a large-scale system integrating and distributing information among networks of specialized modules to create higher-level forms of cognition and awareness. It is one of the dominant neuroscientific accounts of higher-level brain function. We argue that the time is ripe to consider explicit implementations of this theory using deep learning techniques. We propose a roadmap based on unsupervised neural translation between multiple latent spaces (neural networks trained for distinct tasks, on distinct sensory inputs and/or modalities) to create a unique, amodal global latent workspace (GLW). Sensory inputs that are broadcast in this GLW acquire meaning by connecting them to (or translating them into) the relevant semantic knowledge and representations from language, memory or decision systems: the semantic grounding property. Conversely, language and semantic representations are grounded in the sensory environment via the same broadcast/translation operation. Finally, broadcasting sensory and semantic inputs to the relevant effector domains can create motor affordances and support embodied cognition. Together, the grounding and affordance properties infuse meaning in AI processes, which can then be combined sequentially (via attentional selection) to enable flexible cognitive functionsi.e., System-2 AI. The interdisciplinary project will directly implement the GLW framework in deep learning models of growing complexity, and evaluate their co
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 Fourth Framework proposal for the project 'Dynamic analysis of structures with adhesive and contact effects'.

assistant: **Objectives**

Methods appropriate for the dynamic analysis and interaction of structures with adhesive and contact effects along interfaces will be developed. A time domain formulation with the direct Boundary Element Method (BEM) and an incremental stepwise holonomic technique will be used for the nonlinear dynamic problem. Within each step a holonomic nonlinear elastic analysis problem which leads to a hemivariational inequality arises. For monotone possibly multivalued interface laws it is a variational inequality. For nonmonotone, possibly multivalued adhesive interface laws a monotone decomposition technique will be applied. Difference of monotone laws or equivalently of convex potentials lead to a system of variational inequalities or multilevel optimisation techniques which fully utilise the convex analysis results. In a more general setting quasidifferentiable optimisation techniques will be applied. The arising highly nonlinear dynamic interaction effect will be modelled in this way by means of methods based on up to date nonsmooth analysis and optimisation, and computational mechanics methods. The development of the theory, the algorithmic implementation and the demonstration of the features of the model by means of extensive numerical experiments lie within the objectives of the proposed work.
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 'Road networks and territorial dynamics: a geospatial approach to Andean cultural heritage in motion between the Altiplano and the Pacific coast' to be submitted under Horizon 2020.

assistant: **Abstract**

RoadNet_Andes research is interested in the palimpsestic character of road networks and their relation to the spatial structure and dynamics of territorial formations through time. Because of this palimpsestic character, the interpretation of road networks has always constituted a challenge for archaeological research interested in the long-term perspective of territorial formations, resilience and changes. Therefore, this research is aimed at developing an innovative geospatial approach for the chronological disentanglement of complex road networks.Using an Andean case study, the project will apply a multiscale analysis of an empirical archaeological record of great extent and integrity, in the framework of the macro-regional dynamics related to extended territorial formations between the Altiplano and the Pacific during the last millennium.This MSCA training through research, aimed at ER reintegration in Europe after an early academic career in Chile, will be realised at the Institute of heritage sciences (Incipit) of the Spanish National Research council (CSIC), with international partnerships. This structure will constitute an excellent research environment for both innovate GIS-based network analysis and digital landscape archaeology, as well as for the development of an anthropological critical perspective about the current politics of road networks heritagisation which constitutes a great societal challenge in a pluri-national frontier zone, like the study area of 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: Write clear, measurable objectives and define the scope for the project 'Skin Keratinocyte Stem CEll proliferatioN in field CancErisation' (2014-2020) under Horizon 2020.

assistant: **Objectives**

Epithelia provide a protective barrier that exposes them to environmental carcinogens. Cancers of epithelial tissues, called carcinoma, account for 85% of all cancers and 78% of all cancer associated mortality. Epithelia undergo continual proliferation and renewal with hierarchical differentiation dependent upon long lived adult tissue stem cell. Many carcinomas arise from pre-malignant transformation, intraepithelial neoplasia referred to as field cancerisation (FC), which is an area that can give rise to multiple primary cancers. FC is a feature of malignancies involving the head and neck,oesophagus, stomach, lungs, cervix, vulva, bladder, colon, breast, ovary, pancreas, prostate and skin. By studying skin FC in a rare genetic disease, Epidermodysplasia verruciformis, and utilising a mouse model of HPV8 infection, I uncovered a novel keratinocyte stem cell (KSC) basis, driven by ΔNp63 expression, common to all causes of skin FC. I now propose to build on this original finding and utilising an innovative approach to determine the cell signalling pathway involved in expansion of this novel KSC population. I hypothesise that the common mechanism in skin FC, potentially relevant to FC in other tissues, arises from dysregulation of a signalling pathway that results in a switch from p63 TA to ΔN isoforms resulting in expansion of a KSC population that is susceptible to transformation. I propose to use multiple strategies to: 1)Identify the HPV8 gene that is responsible for ΔNp63 overexpression, 2)Determine which signalling pathway(s) is/are activated in HPV8tg mice, resulting in ΔNp63 overexpression 3)Determine the pathway(s) is/are responsible for ΔNp63 overexpression in human skin FC; and 4)Determine whether immunosuppression promotes SCC formation in HPV8tg mice. I have
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 'One Archaeological Science in the BEMME region', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

OneArchSci aims to attract an innovative researcher to lead, integrate, expand and thereby significantly strengthen the archaeological science group at the Cyprus Institute. It will spearhead a One Archaeological Science approach to integrate the currently fragmented field, and position the research team as the regional leader in the Balkans, Eastern Mediterranean and the Middle East (BEMME), a region that from the Bronze Age through to the Ottoman period has been culturally closely connected, while preserving distinct identities of its peoples. Concrete steps will be taken to cross sectorial boundaries, linking academic research with government agencies, NGOs and SMEs, contributing to multiple impacts on a societal level. Over a five-year period, Professor Patrick Degryse, an outstanding researcher and research manager from KU Leuven, Europes most successful university in terms of Horizon Europe grant income, will work with the existing team in Cyprus to establish a new formally incorporated research facility at the Cyprus Institute. We will recruit a rising star as long-term New Team Leader, supported by a team of younger researchers to enable this step change. The collaboration with KU Leuven will continue beyond the project, offering long-term opportunities for brain circulation, research and educational programme development


**Keywords:** Archaeological Science, Community of Practice
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 'Towards SUstainable and REsilient EU FARMing systems' under Horizon 2020.

assistant: **Concept**

Resilience and sustainability of Europe’s farming systems can no longer be taken for granted, as the sectors’ economic, social and ecological environment becomes more complex and volatile. Using resilience thinking, SURE-Farm develops a comprehensive resilience enabling framework, develops and applies resilience assessment tools and co-creates implementation roadmaps. Its objectives are to: measure the determinants of resilience; improve farmers’ risk-related decisions and management; assess farm demographic changes and their links to labour markets; evaluate the current policy framework and develop resilience enhancing policy options; make integrated long-term projections of farming system resilience; and identify pathways to implement a resilience enhancing environment. These objectives are achieved by developing scenarios of stressors, analysing farmers’ risk perceptions and behaviours, developing  improved risk management tools tailored to specific challenges in the range of EU farming systems, creating a farm demography assessment tool informed by agent-based modelling that measures dimensions and dynamics of farm structures, creating a novel policy resilience assessment tool to assess strengths and weaknesses of existing CAP and other policies and their national transpositions, and building an integrated impact assessment model to make projections towards sustainable future delivery of private and public goods by farming systems across the EU. In co-creation with stakeholders, outcomes of these assessments are synthesised to support an enabling environment and to co-design implementation roadmaps. SURE-Farm thereby provides a thorough analysis of the complex challenges to Europe’s agricultural sector and an assessment of relevant policies, building on long-term pr
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 'CENSZ – Critical Elements in Nonsulphide Zinc Deposits'.

assistant: **Objectives**

The definition Critical Elements (CE) is assigned to those raw materials that are characterized by high supply risk and their high economic importance for the world/EU economy. Their high supply risk for EU is because  Europe does not have enough primary resources of its own.  The supply has to be satisfied by the global market production, which is often from geopolitically sensitive regions. It is recognised that recycling can only make a limited contribution to supplying European needs..The central aim is to establish a comprehensive database of some of the most strategically important CE (Gallium, Indium and Germanium hereafter referred to by the acronym ‘GIG’) deportment within Nonsulphide Zinc (+Lead) deposits (NSZ) occurring within the Critical Zone of the crust, normally formed after the weathering and modification of Zn-Pb sulphide protores. These deposits have been exploited in the past in Europe (Italy, Belgium, Poland), and are currently exploited in several countries of the world, but they were never considered as a potential source for GIG even though some of the sulphide progenitors often contain these elements.
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 'An innovative filtration system to improve the coagulation properties of plasma units to treat patients with massive bleeding' (ClearPlasma) targeting Horizon Europe.

assistant: **Abstract**

Around 40% of deaths worldwide are due to bleeding, which establishes haemorrhage as the most common cause of preventable death. Early intervention is generally sought by transfusing red blood cells, plasma, and platelets at a ratio of 1:1:1; however, this can lead to increased bleeding        and death. PlasFree is tackling this unmet demand of novel therapeutic approaches for haemorrhage by developing ClearPlasma™, an innovative filtration system that extracts plasminogen from plasma, leading to an efficient treatment for massive bleeding. ClearPlasma™ also allows to reduce up        to 45% of the number of plasma units required during transfusion. PlasFree will be part of a booming global blood transfusion market valued at €6.34 billion. With the EIC support, PlasFree aims to deliver substantial global impact, for patients and healthcare systems, by accelerating the        development of ClearPlasma™ as well as scaling-up and conducting clinical validation to prove the device’s safety and efficacy.


**Keywords:** Blood filter,Disposable filter,Hyperfibrinolysis,Coagulation defects,Plasma Shortage,Plasminogen,Massive bleeding,Haemorrhage,Blood Transfusion,Blood donors
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 'Quantum topology and 3-manifolds' (2002-2006) targeting Sixth Framework.

assistant: **Abstract**

This Proposal is a Project for a long-term professional reintegration of the Applicant in his home country at the Laboratoire Emile Picard de Mathéma- tiques, University of Toulouse III, France. The Project is fully endorsed by the Host Institution. Quantu m Topology in dimension 3 is a recent and rapidly-growing field at the intersection of Topology and Mathematical Physics. The Proposal seeks to develop new topologica! quantum field theories associated with 3-manifolds endowed with complex spin structures in order to bridge the gap between quan- tum invariants and their topological or geometrical interpretation. Some of the necessary tools were previously developped under a Marie Curie Fellowship. The Project includes the full algebraic classification (as o pposed to Witt- classification) of complex spin structures on 3-manifolds and the generalization of the Kontsevitch integral (LMO invariant) to complex spin structures. The Project provides a unifying framework for topological invariants of complex spin st ructures on 3-manifolds, including finite-type, quantum and Gauss di- agram invariants.
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 'INVENTIA SOLUTION DEVELOPMENT  MARKET PENETRATION' (INVENTIA), addressing dissemination and exploitation.

assistant: **Impact**

Inventia is an innovative Company at the edge of the so called Video Customer Engagement Solution sector. Through Inventia SW, named ""Connect"", our Clients, B2C Retail and Service Companies, can insert Human Interaction inside their Digital Self Service oriented processes, be they implemented via e-commerce and mobile APP or performed through DIgital Kiosk/Self Services.We have launched our solution, implemented As-A-Service on major Cloud Infrastructures, in 2013, serving since then Client such as Banks, Telcos, Insurers, etc. Our solution has been welcomed by our Clients  and their Customers, improving customer experience and creating a sound business case for deployment.We have invested over 1M€ in our Company so far.Born in Italy, we are extending our reach to other EU countries as well as to promising sectors such as e-Government and Healt Care.""
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 'Towards the Wider uptake of Arterial Stiffness As a BIomarker for cardiovascular diseases' to be submitted under Horizon 2020.

assistant: **Abstract**

Aortic stiffness is a recognised cardiovascular biomarker and measurement of aortic pulse wave velocity (PWV) is the gold standard methodology to assess large artery stiffening. Elevated aortic PWV has been shown to predict cardiovascular, and in some cases all cause, mortality in individuals with end-stage renal failure, hypertension, diabetes mellitus, as well as in the general population. However, at present, the role of measurement of PWV as a general clinical tool remains to be established, particularly because devices on the market (ALAM Medical Complior, SphygmoCor, Mo-bil-O-Graph, PulsePen, BPLab Vasotens, or Arteriograph) are either complicate to use and relatively expensive, or only provide lower cost estimations whose clinical value is questionable.That’s why ALAM Medical has initiated an innovation project whose objective is to scale up the use of arterial stiffness as a biomarker, notably by investigating alternative sensors so as to create and distribute an easier to use and more affordable device measuring gold standard aortic stiffness and local carotid stiffness while being suitable for everyday use in numerous medical contexts. By providing a medical device with such characteristics, as well as by undertaking appropriate market awareness actions, we intend to transform our existing niche market, mainly composed of clinical researchers, into a large-scale market composed of clinical practitioners, cardiologists or physicians: arterial stiffness measurements have the potential to move from research to standard medical practice, on the model of blood pressure measurements.To this aim, during project Phase 1, ALAM Medical will select the most appropriate sensor technology, secure intellectual property rights on sensor and signal processing technologies, as
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 'Benchmarking of Wheel Corner Concepts Towards Optimal Comfort by Automated Driving' (OWHEEL).

assistant: **Concept**

The project OWHEEL aims at the development and evaluation of new concepts of automotive wheel corners  as crucial elements of future vehicle architecture tailored to provide an optimal comfort during automated driving. The consortium will benchmark four essentially different classes: Passive corner with specific wheel positioning; Passive composite corner; Active corner with ordinary ride dynamics control; Active corner with integrated wheel positioning control.For each proposed concept, the project will include relevant stages of development design, extensive simulation studies and experimental validation.  The main goal of the OWHEEL project is to perform deep analysis and provide on its basis the recommendations for future vehicle architecture, which could ensure an optimal comfort by automated driving. In this regard, the research and innovation objectives are focused on: i.Revisiting the driving comfort criteria with their tuning to automated driving requirements and operational modes;ii.Development of bencmarking criteria and corresponding analytical tool for comparison of wheel corner concepts in terms of driving comfort quality with simultaneous ensuring of required performance in terms of safety, energy-efficiency and reliability;iii.Development and validation of active wheel corner concepts;iv.Development and validation of passive wheel corner concepts; v.Producing practical recommendations for automotive system developers based on obtained R&D resultsThe implementation of the project OWHEEL will be based on intensive staff exchange that leads to collaborative research and training between universities and industrial organizations from EU, Japan and South Africa. The project will also include relevant networking, dissemination and exploitation actions.


**Key