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: Compose the 'Concept and Approach' section for a Seventh Framework proposal on 'Researchers Going Public'.

assistant: **Concept**

A 2007 survey among the Luxembourg public has brought out a shocking truth: hardly anybody knows a local researcher, nor what the researcher’s life is all about.   Consequently, the “Researchers Going Public – SCIPO” project, initiated by the FNR (Fonds National de la Recherche), aims to promote dialogue and communication between researchers and the public (especially the young).  The project is based on a mix of activities, bringing together researchers and citizens in the popular centre of the City of Luxembourg. From 2 pm until midnight, researchers will literally go public and meet the people in their usual context. The researchers will be the stars of the event, playing the role of testimonials, guides, animators and common human beings  Activities will include a Scientific Treasure Hunt across the city’s main locations, several Science Cafés located in popular pubs, and a central venue (”Science in the Streets”) with scientific workshops and expos, the EU information booth and the works of the Photo Competition. As Luxembourg is a small city, this range of activities will – for one day – have the entire city talk about only one thing: researchers.   The various target groups throughout the country are the inhabitants of the Grand-Duchy of Luxembourg, the foreign commuters… and a special focus is set on pupils and students, teachers and parents.  The SCIPO project will involve researchers from both public and private Luxembourg research organisations. Through a public call for workshop/talk proposals, the focus will be put on “recruiting” local researchers for the event. However, as Luxembourg is a small country, foreign researchers (preferably from the Greater Region) will also be welcome.    Finally, although coordinated and submitted by the FNR, the project refl
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 'State of the Art and Innovation' section for a FP6 proposal on 'Boosting 4 ACC NCPs and their customers to advanced partnership, entrepreneurship and competitiveness for FP6 participation through expanded area of action by networking, training and coaching'.

assistant: **Innovation**

In FP5 the National Contact Points (NCP) system was put into place in Member States (MS) and the Associated Candidate Countries (ACC). Boosting Baltic FP6 will increase NCP competences on FP6 programs and related knowledge and expand the NCP area of action. Boosting Baltic FP6 will promote advanced partnerships, entrepreneurship and competitiveness. Boosting Baltic FP6 constitutes an integrated set of networking, training and coaching measures by working parallel on two target groups: The NCPs of Estonia, Latvia, Lithuania and Poland and, as a show-case model for sufficient technology transfer, the Life Science research community. The NCP competence lift and expanded area of action will be reached through networking of ACC and MS partners for Best Practice exchange, in-depth analysis for the optimisation of NCP tasks, training workshops on specific FP6 topics and coached set-up of national NCP events in the ACC. The Life Science community competence lift and expanded area of action will be achieved through FP6 information seminars and partnering workshops to identify and motivate potential collaboration for joint activities, introduction of an expert panel and of Scan Balt competences to accelerate the linkage to specialists in all relevant fields in the Life Science community. Information gathering activities such as competence mapping, an electronic guide, publications and disseminations will back both target groups' need for new knowledge on local and regional capabilities. Boosting Baltic FP 6 is based on the close cooperation of 3 MS partners (Medicon Valley Academy, Steinbeis Technology Transfer and the Swedish EU R&D council) and 4 ACC partners In order to facilitate a mutual exchange and learning process. Boosting Baltic FP6 will be closely linked to activities
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 'Unravelling the role of aging in post-stroke gut-brain axis signalling'.

assistant: **Objectives**

Stroke is a multiphasic process, with an initial ischemic phase followed by secondary progression of injury from inflammatory responses which affects and being affected by remote organs and systems outside of the central nervous system. The gastrointestinal tract constantly communicates with the brain in a complex network of interactions generally termed the ‘gut-brain axis’. Following brain ischemia, the intestinal epithelial barrier becomes permeable, exposing gut immune cells to extrinsic molecules and contributing to late post-stroke bacterial infections. It is yet completely unknown whether the consequent intestinal immune response contributes to stroke outcomes and if its modulation can serve as a potential therapeutic approach. Aging significantly increases the vulnerability to both stroke and GI disorders. I hypothesize, that changes in gut permeability after stroke contribute to the peripheral and brain innate immune responses. This is likely to be aggravated in aging, where stroke is associated with enhanced bacterial translocation and susceptibility to develop post-stroke infections. In order to test this hypothesis, I need to first characterize the time course and nature of the intestinal immune response after stroke, using flow cytometry to identify dynamics of immune cell activation. Building on my previous experience in neuroimmuology and gut-brain axis research, including high throughput multi-omics approaches to address host-microbial interactions in the context of neurological diseases, transcriptomics and metabolomics during both my PhD (Tell-Aviv Uni) and first postdoc (Weizmann Institute of Science), I will utilize a combination of flow-cytometry, multiplexed single-cell quantification of cellular spatial interactions (CODEX), in-vivo models and qua
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 'The first fully automated brewing machine for the bar and restaurant industry'.

assistant: **Concept**

The main product and brand of Newity Kft. is “Brewie”, the first fully automated brewing machine that allows anyone to produce high-quality beer at home. In addition to the machine, we also develop and sell packs of ingredients designed to be used with Brewie, the so-called Brewie Pads, generating recurring revenue.We have sold altogether ca. 1000 machines so far. In 2017, only the fourth year of operations, we realised a turnover of €1 million; and we are expecting to exceed €3 million in revenues in 2018. Our company now has a staff of 25 and distributors all over the world.  We are taking advantage of significant changes undergoing on the beer market. While the market of mainstream beers of the large producers stagnates or even decreases on their traditional European and US markets, interest in craft beers and home brewing is growing sharply. Brewie’s main advantage over its competitors is its full automation and small size. Brewie is the only machine on the market that takes care of every single step of the brewing process and follows exactly the traditional way of brewing. While our current machine, Brewie20, is intended for home use, it attracted interest from the bar and restaurant industry as well. We have realised that there is considerable interest from a large number of bars and restaurants to brew their own beer as long as it does not require significant investment in expertise and infrastructure. Considering this market interest, we decided to develop and commercialise a professional Brewie machine and related products and services specifically for this sector. However, the requirements to successfully serve businesses are quite different from the requirements of our current consumer market. Therefore, in the current Phase 1 project we intend to better unde
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 'Dendritic encoding of movement in space' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Understanding the neuronal basis of behaviour is a central quest for neuroscience. Neurons are the fundamental units of computation in the brain. Thus, any attempt at unravelling the relationship of neural networks activity and behaviour must be based on an understanding of the transformation of inputs to outputs in single neurons. One of the greatest challenges that our field faces is to make sense of inputs. Without knowing how different synaptic inputs are engaged during behaviour, it is impossible to decode the neuronal input to output conversion. We have developed an approach that allows both the dissection of inputs and the prediction of output during behaviour. We will apply this functional decoding approach to pyramidal neurons in the dorsal subiculum. These neurons form a hippocampal-neocortical interface and are important for memory-guided navigation. The output of subicular neurons contains a dense, distributed representation of space, but the functional input diversity is unresolved. Following the generation of a spatial tuning map during navigational tasks with two-photon Ca2+ imaging at cellular-resolution, we will map the input origins of individual neurons by using targeted single-cell initiated mono-transsynaptic tracing. Then, we will dissect the function of the input from different origins by chemogenetic silencing of input synapses. As a central component of the project, we will map dendritic input patterns in navigating mice with two-photon imaging of Ca2+ transients on dendritic spines. These patterns will be incorporated into a data-driven biophysical model capable of converting realistic synaptic inputs into output. We will tune the model parameters using whole-cell patch-clamp recordings during free behaviour. The final models will be capable 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: Describe the specific objectives and expected outcomes for 'Dynamical Entropies in Assemblies of Neurons' in the context of a Sixth Framework call.

assistant: **Objectives**

The final aim of the present project will be to gain some comprehension of how the brain stores and processes information. By considering the brain as a high dimensional non-linear system, we plan to apply information-theoretic and dynamical tools to characterize the response of single neurons as well as of neuronal assemblies to different classes of external (deterministic and stochastic) excitations. Data measured in experiments and generated by simulating networks of various sizes will be examined and compared. The information content of the experimental and numerical time series will be estimated by computing dynamical entropies and mutual information for different variables and levels of resolution.
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 'Secured Cellular IoT Network' (2014-2020), addressing dissemination and exploitation.

assistant: **Impact**

JpU Secured IoT project is planned to enable JpU to leverage its current technology and provide the market with a safe and advanced controlled infrastructure for IoT/M2M connectivity.IoT has been labelled as ""the next Industrial Revolution"" because of the way it will change the way people live, work, entertain, and travel, as well as how governments and businesses interact with the world. Along with the consumer products evolution, industrial products and applications are also becoming globally connected, creating a huge demand for machine-to-machine M2M connectivity.JpU is driving to be the next step in this mass connectivity evolution, focusing on developing network solutions that enables to connect, manage and secure massive amounts of connected devices, has identified the mobile cellular networks as being the fastest enablers for the IoT and M2M markets. The IoT HyperCore platform (already introduced as V1.0) gives enterprise the capability to manage their part of the network, through a simple interface where self-service layers are available, assuring perfect customization and optimization. Thus, giving IoT users enterprises the benefit to be unlocked from mobile network operators, to dramatically reduce IoT cost and to assure of new level of cyber security. JpU security capabilities enable the cyber protection of low power devices being considered as a challenge for IoT manufacturers, due to limited resources in terms of energy and computing power. Secured Cellular IoT Network (Secured IoT) is planned to upscale JpU current product and to add the Secured IoT features required replacing Fire-Wall and other anti malware s/w for the wide market of low-power IoT devices. Secured IoT project go-to-market plan, JpU is looking to achieve €65M revenue out of the connect
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 'GLYCOprotein N-glycosylation from non-life to eukaryotes: a Doctoral Network to expand the knowledge on a ubiquitous posttranslational modification of proteins' (GLYCO-N) under Horizon Europe.

assistant: **Objectives**

The GLYCO-N training network aims at training Doctoral Candidates (DCs) to acquire the skills to develop different innovative strategies to 1) understand the diversity and structural complexity of archaeal, microalgal and viral N-glycosylation and 2) harness this knowledge for new solutions in biomedicine and biotechnology.Protein N-glycosylation, or the attachment of oligo- and polysaccharides at specific asparagine residues, is conserved throughout life, and is now observed even in the viral world. In contrast to eukaryotes, whose well-studied N-glycosylation machineries are relatively simple, archaea, microalgae and bacteria utilize a wide variety of monosaccharides to create a wealth of structurally diverse N-glycans, and the same holds true for some recently discovered viruses. Because protein glycosylation occurs far downstream of protein synthesis the complexity and diversity in N-glycan structures are poorly understood in detail. This holds true specifically for N-glycosylation events that are the subject of the GLYCO-N program: those in archaea, microalgae and viruses. Understanding of the how and why of N-glycosylation in archaea, microalgae and viruses will open up many possibilities ranging from drug discovery (antivirals) to biotechnology (glycoprotein and glycoprocessing enzyme engineering for materials and life sciences). The GLYCO-N network brings together a diverse group of glycobiology researchers with world-leading expertise in microbiology, (bio)organic chemistry, computational and structural biology, bioinformatics and chemical biology. The GLYCO-N DCs will have their own individual project with one GLYCO-N expert and will, through research internships, be exposed to complementary Glycoscience. All individual PhD projects, while rooted in fundamenta
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 'practical AI for Time-vAryiNG network traffic fOrecasting in 6G' to be submitted under Horizon Europe.

assistant: **Abstract**

To fully exploit the 6G potential and ensure near-zero latency, infinite capacity, and 100% reliability and availability communications, Mobile Network Operators (MNOs) are expected to deploy Zero-touch Network and Service Management (ZSM) solutions that completely automate the resource orchestration and work at a very fast timescale, and Artificial Intelligence (AI) is regarded as the primary enabler for proactive decision-making algorithms that will underpin ZSM. However, the robustness and trustworthiness of AI predictors are critical aspects and represent one of the major barriers presently withholding MNOs from trusting ZSM technologies. In fact, all existing studies on mobile traffic forecasting work under assumption of stationary network, but, in the case of mobile network Key Performance Indicators (KPIs) prediction, user demands and network configurations are time-varying (non-stationary) in operational mobile networks. For example, update of antenna configurations or shifts in popularity of mobile applications can happen over time. Thus, this project is termed ""practical AI for Time-vAryiNG network traffic fOrecasting in 6G"" (6G-AI-TANGO) and aims to: (i) assess and quantify the severity of temporal changes (due to non-stationarity) in 6G network KPI forecasting, (ii) design AI models tailored to mobile KPI forecasting that are resilient to the long-timescale temporal variations regularly encountered in real-world user demands and network configurations, and (iii) verify the robustness of proposed predictors on real-word data and in production-grade 6G mobile network during non-academic placement at Telefónica.""


**Keywords:** MOBILE TRAFFIC, TRAFFIC FORECASTING, DRIFT DETECTION
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 'Ecological Sensitivity Distribution (ESD): integrating molecular-based structural and functional microbial community responses in a new tool for environmental risk assessment of chemicals' (ESD) under Horizon 2020.

assistant: **Objectives**

Aquatic ecosystems are regularly threatened by chemical mixtures. Among risk assessment methods, the Species Sensitivity Distributions (SSD) approach is frequently applied. SSDs are built on the sensitivity of species, obtained from monospecies bioassays, and aim to derive concentrations expected to protect the structure of field communities to chemicals. However, this method overlook species interactions and the protection of ecosystem functions. Microbial communities constitute a key compartment of aquatic ecosystems since they support bio-geochemical processes that are crucial for their proper functioning. Thus, their protection to chemical-induced hazards is a crucial challenge for a sustainable management of ecosystems. Until now, these communities were weakly focused by the regulatory risk assessment guidances. The main aim of this study is to further develop the SSD approach to a new risk assessment tool, the Ecological Sensitivity Distribution (ESD), (1) adapted to microbial communities, (2) protective for structure and functions and (3) integrating species interactions. Integrating community  functions in risk assessment approaches is a real need for scientific, regulator and industrial sectors since the protection of ecosystem services (whose proxies are functions) is at the very heart of the environmental policies of European member states (REACH regulation, Water Framework Directive). This tool will be based on the sensitivity of many endpoints related to structure and function including molecular endpoints measured at the microbial community level in “cosms”. Hence, another innovative aspect of this project is the inclusion of OMICs-technologies to environmental risk assessment, through both targeted approaches (focus on genes coding for specific functions)