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 'DeepLearning 2.0: Meta-Learning Qualitatively New Components' (2021-2027).

assistant: **Innovation**

Deep  learning  has  revolutionized  many  fields,  such  as  computer  vision,  speech  recognition, natural  language  processing,  and  reinforcement  learning.   This  success  is  based  on  replacing domain-specific hand-crafted features with features that are learned for the particular task at hand.   The  logical  step  to  take  deep  learning  to  the  next  level  is  to  also  (meta-)learn  other hand-crafted elements of the deep learning pipeline. We therefore propose to develop meta-level learning methods for the creation of novel customized deep learning pipelines, by means of:1. Hierarchical neural architecture searchfor learning qualitatively new architectures and architectural building blocks from scratch;2. Learning of optimizers and hyperparameter adaptation policies that adapt totheir context in order to converge faster and more robustly; 3. Learning the data to train on, to remove the need for large sets of labelled data; and 4. Bootstrapping  from  prior  design  efforts to  increase efficiency and  make  an integrative design of architectures, optimizers, hyperparameter adaptation policies, and pretraining tasks feasible in practice.These  advances  will  allow  the  next  generation  of  deep  learning  pipelines  to  achieve higher accuracy, lower training time,  and improved ease-of-use (democratization of deeplearning).  They  will  also  allow  a customization to  particular  design  contexts,  including additional  objectives next  to  accuracy  (such  as  robustness,  memory  requirements,  energy consumption,  latency,  interpretability,  training  cost,  uncertainty  estimation, and algorithmic fairness) in order to facilitate trustworthy AI. In order to demonstrate the effectiveness of these methods, we plan to develop:5. New state-of-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: Describe the specific objectives and expected outcomes for 'Belgian Researchers animating a night connecting art and science' in the context of a Seventh Framework call.

assistant: **Objectives**

On the 23rd of September 2011, 3 big events will be organised in three Belgian cities in the frame of the European Researchers’ night. This project will be organised by the Belgian Science Policy office in collaboration with major universities and research institutions. For this edition, all partners agreed to animate the different events on the theme of “Art & Science”. This theme will enable the citizens to better understand and appreciate the work of researchers in relation with artistic disciplines but also to discover the esthetics of sciences.Quizzes, games, experiments, discussions, films, and other activities will make this event dynamic. The interaction between researchers and visitors will enhance the recognition of the role of the researchers in society and in daily life. It will also promote the careers of researchers among the younger public. Finally, this will help the public to go beyond certain preconceptions about researchers and show that these are not odd characters stuck in a laboratory, but people like you and me.
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 'Cooling belt for the extrusion of thermoplastics' (1994-1998).

assistant: **Concept**

The research project will investigate the technical problems and the potential of a new type of cooling system for thermoplastic extrudates. This involves the semi-finished product being cooled by cooling belts", rather than by cooling rolls as is current practice. It means that cooling times are considerably shorter and extrusion performance is greater. In addition it makes it possible to produce extrudates with lower internal stresses, which lends product design a whole new dimension, especially as regards thicker plastic sheets. It is intended that R&D service providers, suppliers of raw materials, machine manufacturers and producers of films will work together on the proposed 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: Compose the 'Concept and Approach' section for a Horizon 2020 proposal on 'AnTBiotic – progressing TB drug candidates to clinical proof of concept'.

assistant: **Concept**

Tuberculosis (TB) today rivals HIV/AIDS as the leading cause of death from infectious diseases. The number of TB patients has never been higher and the growing proportion of drug-resistant TB is threatening control strategies both in the developing and developed world, Eastern Europe being a particularly worrying point in case. The anTBiotic consortium aims to fuel the long-term TB clinical pipeline while immediately offering new options to clinicians when confronted with multidrug-resistant (MDR)-TB. More specifically, the proposed studies aim to: a) Establish the proof of concept of anti-TB efficacy in humans of a pioneering, first-in-class, low-dose GSK oxaborole clinical drug candidate; b) Identify a combination of β-lactam antibiotics suitable for the treatment of MDR TB orally or as a once daily intravenous or intramuscular application and c) Incorporate the best β-lactam combination into an explorative salvage regimen for untreatable patients with extensively drug-resistant TB The anti-TB activity in humans will be established in a two-week EBA clinical studies that combine established (CFU, TTP) and new clinical markers (biomarkers, PET/CT). These datasets will help ascertain anti-TB efficacy in humans and generate confidence on their validity in longer-term drug combination trials. A variety of modelling approaches to predict optimal dosing will be used. Finally, we intend to use at least one of these novel anti-TB entities as part of a pioneering, non-controlled clinical trial in highly drug resistant subjects in Europe and South Africa. This final clinical intervention will hopefully be of immediate benefit to drug-resistant patients in the EU and elsewhere in addition to generating a strong precedent for further adoption worldwide.


**Keywords:** Tuberculos
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 'Substitution of Toxic Chromium 6 in Conversion Coating Technologies' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

This project aims to develop technology for the surface treatment of a range of metals and alloys in order to eliminate the use of hexavalent chromium compounds. These chemicals are widely used throughout Europe and elsewhere to deposit conversion coatings on many metals and articles. However, their application has serious risks, since they are carcinogenic, and are a fire hazard. Disposal of spent solutions is also costly, since reduction to the trivalent state, which is non-toxic, is generally required In general terms, the technical programme will proceed along four main lines, i.e. (a) Development of immersion baths based upon permanganate. (b) Anodising in the presence of manganous ions. (c) Deposition of chromium trioxide films from trivalent chromium baths. (d) Extension to zinc coated steel and other active metals. Processes based on routes (a) - (c) have been described in previous studies, with particular success being achieved on oxide covered metals such as aluminium, and will be subjected to more complete development and assessment. Similar techniques will be applied in (d) to obtain a suitable method for use on zinc coated steel. Various metals, in sheet form, and small commercially produced articles will be used as test pieces throughout. After treatment the results will be assessed by several methods including rapid electrochemical tests of corrosion resistance, salt spray tests, and paint adhesion. The involvement of many SMEs will ensure that the choice of work pieces, and their subsequent appraisal after coating, are relevant to the needs of industrial users. In the later stages of the project, on line coating of articles in the work place environment will be demonstrated. Pilot trials of the more complex innovative routes will also be carried out. 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: Explain how 'Resilience for survivability in IST' goes beyond current state-of-the-art under Sixth Framework.

assistant: **Innovation**

ReSIST is a NoE that addresses the strategic objective Towards a global dependability and security framework" of the Work Programme, and responds to the stated "need for resilience, self-healing, dynamic content and volatile environments".It will integrate leading researchers active in the multidisciplinary domains of Dependability, Security, and Human Factors, in order that Europe will have a well-focused coherent set of research activities aimed at ensuring that future "ubiquitous computing systems", the immense systems of ever-evolving networks of computers and mobile devices which are needed to support and provide Ambient Intelligence (AmI), have the necessary resilience and survivability, despite any residual development and physical faults, interaction mistakes, or malicious attacks and disruptions.The objectives of the Network are:1) Integration of teams of researchers so that the fundamental topics concerning scalably resilient ubiquitous systems are addressed by a critical mass of co-operative, multi-disciplinary research.2) Identification, in an international context, of the key research directions (both technical and socio-technical) induced on the supporting ubiquitous systems by the requirement for trust and confidence in AmI.3) Production of significant research results (concepts, models, policies, algorithms, mechanisms) that pave the way for scalably resilient ubiquitous systems.4) Promotion and propagation of a resilience culture in university curricula and in engineering best practices.ReSIST's partners are: Budapest UTE (HG), City U. (UK), TU Darmstadt (DE), Deep Blue Srl (IT), France Telecom RandD (FR), IBM Research GmbH (CH), Institut Eurecom (FR), IRISA (FR), IRIT (FR), LAAS-CNRS (FR), Lisbon U. (PT), Newcastle upon Tyne U. (UK), Pisa U. (IT), Qine
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 'The Spatial Dimension of Insurgent-Civilian Relations: Routinised Insurgent Space'.

assistant: **Objectives**

Armed groups have always attempted to obtain popular legitimacy and win support in their immediate social environments, as attested by the rich empirical and historical literature on the subject. This project proposes an innovative conceptual approach to assess how insurgent movements spatially organise interactions with their supportive constituencies. It introduces the concept of Routinised Insurgent Space (RIS) to analyse the process by which insurgent movements’ deliberately routinise interactions with supporters with the objective of carving out spaces where insurgent presence becomes normalised and in the long run, potentially hegemonic. It draws predominantly on the social movement and rebel governance literatures. It is an exploratory project, wherein the concept of RIS will be rigorously tested and the full extent of its scope determined. It focuses on two groups (the M-19 in Colombia and the PKK in Turkey), selected as most-different-cases due to their differing ideologies, insurgent strategies and differing success rates (PKK as more successful and M-19 as less successful) in consolidating RIS. Additionally, the spatial and chronological variation in the forms of RIS they employed, allows both within-case and cross-case analysis. The Fellow has deep expertise on both movements with access to data including interview partners, movement primary sources and party literature. FOCRIS focuses on four specific forms of RIS which preliminary research by the author, has demonstrated to occur in movements of different ideological orientation and socio-political contexts: insurgent justice and policing; insurgent service provision; insurgent prison organisation and insurgent funerals.


**Keywords:** Civil Wars, Conflicts, Violence Insurgencies, Social Movements, Colomb
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 'Phylogenetic and evolutionary studies in the Ptychomniieae (Bryophyta) and a novel approach to biogeography' demonstrating excellence, impact and implementation quality for a Sixth Framework call.

assistant: **Abstract**

This project will use phylogenetic analysis to resolve the relationships of a monophyletic group of mosses. The resulting topology will then be used in studies of the evolution of morphological characters that will enable us to learn more about evolutionary processes. To develop a well-resolved phylogeny of the pleurocarpous moss group Ptychomniieae, I will extract and sequence DNA from the chloroplast, mitochondrial, and nuclear genome, and combine these in phylogenetic analyses. This work will increase our understanding of mitochondrial evolution in mosses. The second part of the project will investigate morphological evolution within the Ptychomniieae using morphological and molecular data.This part of the project will include the novel approach of testing hypotheses of correlated character evolution employing maximum likelihood. Two particular hypotheses will be tested;  1) whether the presence of dwarf males is correlated with increasing variability of morphological characters and  2) whether the evolution of reduced peristomes are correlated with environmental conditions. In the third part of the project, cladistic biogeography will be used to explore area relationships based on the phytogenies and geographical distributions of the Ptychomniieae, the plant genera Gunnera and Nothofagus, genera of the insect family Chironomideae, and flightless ratite birds. The results of the cladistic bio geographic analyses will be combined with paleomagnetic data to yield paleomaps, which can be used to interpret patterns of continental drift and paleoclimate. This project will broaden my knowledge of systematics and evolution, in particular of the morphologically very interesting pleurocarpous moss group Ptychomniieae. During the project I will gain new insights into phylogene
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 'Selective glycan recognition using molecularly imprinted liposomes' in the context of a Horizon 2020 call.

assistant: **Objectives**

Glycans, also referred to as carbohydrates, occur as simple or complex structures in free form or in many different kinds of glycoconjugates, which include glycoproteins, glycolipids and proteoglycans. Glycans carry information in biological systems that make them an important source of biomarkers for wide range of diseases, including neurodegenerative diseases, hereditary disorders, immune deficiencies, cardiovascular diseases and many types of cancers. While recognition of glycans by other molecules with high affinity and exquisite specificity is at the heart of the early and accurate detection of such diseases, selective glycan recognition remains a daunting task due to their inherent diversity and complexity. The aim of this innovative Fellowship is to use concepts and tools from lipid membrane biophysics and molecular imprinting to provide synthetic recognition platforms with high sensitivity and specificity for glycans. For the first time, we will exploit (i) lateral mobility of polymerizable lipids functionalized with carbohydrate receptors in a fluid bilayer and, (ii) multivalent interactions between the target glycan and multiple carbohydrate receptors to produce liposome surfaces with high affinity binding sites that can sharply discriminate between different glycans, including tumour-associated glycans that contain sialylation, fucosylation and biantennary structures. Owing to great clinical importance of cancer-associated glycans for early detection and targeted therapies, the work will have significant economic and societal impacts, assisting the meeting of EU Directive requirements whilst providing an exceptional training opportunity for the ER.
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 'European processing core technology', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

The objective of the project is to develop a new generation of HPCN embedded platforms and a corresponding software development environment.These platforms will feature a competitive cost/performance ratio and cost. The multiprocessor software development environment will allow a comprehensive mix of computational models comprising a complete set of modelling and simulation tools. The architecture of the hardware will integrate SHARC and PowerPC processors, Direct Switching Technology from Thomson CSF-SDC and link technology from Bull. The software technology will come from Intecs Sistemi and Simulog who will provide modelling, simulation and monitoring tools. Exploitation will come through the partners both internally for their own business uses and externally through Cetia. In particular Prakla-Seismos and Dicesva will use the system in their next generations of seismic and sound imaging systems.
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'Unique smart waste management solution delivering 60% reduction on CO2 emissions caused by the waste collection process' (SENS), addressing dissemination and exploitation.

assistant: **Impact**

The global waste production is estimated to be around 2.01bn tonnes of solid waste per year. This is expected to rise by almost 70% to 3.4 tonnes in 2050. As a result, the global smart management market is expected to grow to €2.8 bn by 2023, with CARG of around 17% in this period. Sensoneo responds to these trends by providing a smart enterprise-grade waste management solution for cities and businesses to cost-efficiently manage the waste lifecycle and improve the environment and well-being of people. Through its smart waste management technology, Sensoneo is redefining waste management. Sensoneo combines unique ultrasonic Smart Sensors that monitor waste in real-time using IoT or GSM with sophisticated software providing cities and businesses with data-driven decision making, and optimization of waste collection routes, frequencies and vehicle loads, resulting in overall waste collection cost reduction by at least 30% and carbon emission reduction up to 60% in cities. In this project, Sensoneo plans to tag all 110,000 bins in one EU capital and demonstrate its capability to provide full coverage and transparency, enabling waste management companies to monitor the waste production of individual households. Sensoneo would be the first market player in the world to unlock the pay-as-you-waste business model. Sensoneo also wants to finalize a prototype of its sensor with radar technology that can detect contamination of different types of waste, particularly with a focus on biowaste. Sensoneo would be the first solution to enable such detection, helping reduce harmful methane emissions. To achieve these goals, Sensoneo aims to conduct large scale piloting of its solution with two EU capitals – these references and overall proof of savings for the cities will help Sensoneo