RCaz/eu-funding-proposals-sft huggingface dataset:
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Write the 'Expected Impact' section for the project 'A multiprocessor system on chip with in-memory neural processing unit' (NeuroSoC), addressing dissemination and exploitation.

assistant: **Impact**

Deployment of intelligence at the edge presents many challenges because devices need to be low-cost and, as such, they are often constrained in computing capacity, memory, and energy resources.These constraints are not compatible with the need for much more advanced AI algorithms calling for Mbytes of storage and tens of GOPS per inference and call for leaner edge AI algorithms. The current state of the art for (the few) edge-AI chips relies on low-cost process technologies at 90 or 40nm and in some cases up to 16nm, with power efficiency between 1-5 TOPS/w and power densities up to 1 TOPS/mm2.Recently several industrial projects and a few products have started to surface pursing neuromorphic and in memory computing, but none of these efforts have reached a level of maturity compatible with a mass volume production and cost, and, moreover the technology base they rely on is either not scalable to more advanced nodes (flash) or, targeting AI computing algorithms whose practical applications are yet to be fully proven (e.g., spiking). The NeuroSoC approach instead is to rely on a solid, mature, and qualified reliable Phase Change Memory technology to create an industrially proven path to go past the state of the art, as such, the NeuroSoC chip pre-product demonstration of the technology will be the first of his kind worldwide.NeuroSoC’s aim is to develop an advanced Multi-Processor System on Chip prototype in FD-SOI 28nm CMOS technology that tightly integrates an AIMC IMNPU unit, a local digital processing subsystem, and functional safe multiprocessor host subsystems based on an enhanced version of existing RISC-V microprocessor implementation, while covering IMNPU security aspects holistically to tackle the requirements of a wide set of edge-AI applications.The project w
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 'Increasing the efficiency, sustainability and lifecycles of battery systems through advanced module-level power electronics' to be submitted under Horizon Europe.

assistant: **Abstract**

The EU has targeted renewable energy shares of 32% and a 50% reduction in GHG emissions by 2030 which has to lead to an exponential growth in the demand for battery energy storage systems (BESS). Without suitable re-use technologies for old batteries, 95% of all end-of-life battery systems will be disposed of and the EU will accumulate 250k tonnes of waste by 2025.STABL has developed and patented SMART BATTERY, a disruptive innovation that allows the module-level control of BESS through novel inverter hardware and smart algorithms. This approach enables the lifecycle extension of batteries by up to 15 years as well as efficiency increases, deep battery analytics, remote operation and performance predictions while cost savings reach 90%.With a 1.2bn business opportunity in the inverter markets, this project is critical to accelerating STABL's development work and we expect to significantly contribute to the EUs Green Deal targets and sustainable energy infrastructure.


**Keywords:** sustainable battery economy,battery re-use,battery life-cycles,electrical engineering,inverter technology,modular battery,battery 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: Describe how '20th ANNIVERSARY OF THE EC-US TASK FORCE ON BIOTECHNOLOGY RESEARCH' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

On the occasion of the XX anniversary of the EC-US Task Force on Biotechnology Research, the next working groups annual meeting will be held on Barcelona (June 2-5). This special celebration day will be an open Conference; it will give information and training trough bioscience and biotechnology concepts.The event will be held at the Barcelona Biomedical Reserach Park premises, PRBB (www.prbb.org) and will join scientists with renowned international prestige, from United States of America and Europe. During the Conference, the different sessions will analyze the evolution and impact of the Biotehcnology from the Task Force Group creation. It will serve also to define the challenges, the new research lines and priorities in the United States of America and Europe. The commemoration day will be followed by the annual meeting of the working groups of the Task Force.The Spanish Presidency of the European Council is a good frame to enforce the visibility of such important event, and Universitat Pompeu Fabra ( www.upf.edu) and PRBB are excellent hosts for the occasion.
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 'Dynamical Systems in Low Dimensions' (DS-LOWDIM) under Seventh Framework.

assistant: **Objectives**

We study dynamical systems on metric spaces (non-compact, in general) given by a continuous action of the (semi-)groups of N, Z and R. The problems considered can be roughly divided into two big topics: minimality and dynamical zeta functions.Minimality.Besides proving several basic results in a very general settings we focus on homeomorphisms on (non-compact) surfaces of finite type and three-dimensional flows. In the first case we study existence of minimal systems and sets on given spaces; topological structure of minimal sets; embeddings of Cantor-like and Denjoy-like minimal systems and their properties; construction of dynamically relevant foliation (eg. free foliation) with connection to Brouwer theory; existence of invariant sets for quasi-periodically forced systems on the closed and open annuli. In the latter case we are focused on the Gottschalk conjecture and related problems.Dynamical zeta functions.This topic is closely related to topological entropy and topological pressure. We study the notions of the Artin-Mazur, Milnor-Thurston and Ruelle zeta functions for systems on graphs, dendrites and similar continua. We define topological pressure for non-autonomous systems and prove its basic properties. We investigate topological entropy in the non-compact case. One of our main goals here is to contribute to the solution of the Entropy conjecture.
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 'Preclinical Intra-Operative Image-Guided Surgery and Post-Operative Radiotherapy of Tumours' (PRISAR).

assistant: **Innovation**

The main objective and basic concept of our proposal is to improve intra-operative and post-operative targeted surgical probes and new detection systems for surgical intervention of cancer. The work revolves around the mobility of clinicians, scientists and technologists between twelve consortium partners and across four different countries. The goal is the implementation of inter-disciplinary, inter-sector, cross-training of personnel. As a consequence, this will serve to accelerate the development of improved imaging technologies and hybrid fluorescence/radionuclide probes for the surgical intervention of cancer. The hypothesis is that if we can develop a hybrid probe for both targeted image-guided surgery and post-operative molecular radiotherapy, we would be implementing a revolutionary imaging and therapeutic approach for oncology surgeons to help their patients by improving better overall survival and quality of life for the patient. There are four key objectives within this project: 1) synthesis of a near infra-red fluorescence (NIRF)-dye conjugated to a peptide that is targeted towards a tumour associated antigen, 2) deliver a novel clinical optoacoustic handheld camera to detect the fluorescence probe in deep tissue, 3) validate the probe/target combination across the subcellular, cellular, endoscopic and macroscopic levels with state-of-art technologies, and 4) develop the probe further by targeting a radionuclide entity to the fluorescent construct for postoperative radiotherapy. Surgeons would have a more definitive reference for resection, if the tumour margin can be clearly defined. If this can be achieved, the impact would be (a) reduced recurrence rates in patients by lowering the risk of residual tumour tissue remaining after surgery and as a consequenc
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 'Thematic network on performance based rehabilitation of reinforced concrete structures' in the context of a Fifth Framework call.

assistant: **Objectives**

Concrete structures worldwide suffer from reinforcement corrosion, a major durability issue costing Europe billions of Euro each year. Premature repair failure causes problems to owners by loss of facility, safety hazards, disruption and pollution. The project will create a thematic network to see if performance concepts (PC) can improve durability and efficacy of rehabilitation. The network will involve key stakeholders in the supply chain (owners, consultants, repair specialists, material suppliers etc) to access their experience and knowledge. It will link widely with RTD projects, professional and technical bodies, other networks and standards bodies to: Examine past performance of repaired structures: Establish current industry practices, state-of-the-art in research and best practice: Produce a vision of how PC might improve the delivery of durable repairs: Establish how to deliver PC practicably: Inform and educate stakeholders.
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 'From gene to product in yeast: a quantitative approach' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

The completion, within a few years, of the sequencing of the Saccharomyces cerevisiae genome will provide a strong basis for the commercial exploitation of this yeast as a cell factory. Rational reprogramming of this cell factory for manufacturing high-added-value products requires a quantitative and integrated description of metabolism (i.e. from gene to product). In analogy to the chemical process industry, this description should be based on mass and energy flows and their control in each process step. This project will provide such a quantitative description of the metabolic network of Saccharomyces cerevisiae with respect to the production of heterologous proteins. The central metabolic routes in the network will be studied in relation to the full-scale industrial environment (effects of mixing dynamics on product and byproduct formation) and as a function of genome expression (relation between gene-controlled in-vivo fluxes and in-vitro enzyme activities, consequences of metabolic compartmentation). The project is divided into 5 closely interlinked work packages, each of which focuses on a specific part of the central carbon and nitrogen metabolism of the yeast cell. Each work package is carried out by a balanced team of biologists and engineers. The overall consortium (50 % engineers and 50 % microbiologists & geneticists) consists of 10 research groups from 7 universities/research institutes and 2 industries (Nestle and Unilever) from 8 European countries. The deliverables of the project will include: - Improved analytical tools for evaluating metabolism at time scales from seconds to minutes - Yeast strains, genetically modified in important junctions of central carbon and nitrogen metabolism - Quantitative information on metabolic compartmentation and in-vivo
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 'DialoguE on European Decarbonisation Strategies' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

The main objective of the DEEDS project is to create a broad dialogue on the vision for a carbon-free Europe by 2050 and associated decarbonisation pathways. DEEDS will do this through 1) developing a solid knowledge base and synthesizing six Decarbonisation Pathways documents for important sectors of the European economy: energy production, industry, mobility, agriculture, cities, and an integrated pathways document, 2) organizing a stakeholder dialogue for knowledge assessment, and co-creation of policies and strategies with policy makers (on different levels), business representatives, NGO’s and other stakeholders, and 3) producing six policy briefs with policy recommendations and a Business Guide for decarbonisation in Europe (by WBCSD).DEEDS has designed a specific interface for supporting the EDPI and its High-level Panel in their tasks and has built in some flexibility to be able to accommodate questions and requests for ‘deep dives’ of the HLP and DG R&I. The project will support further alignment and coordination of European and Member State research and innovation through targeted Research & Policy Workshops that will result in a Research Agenda for Decarbonisation Pathways in Europe. We have secured cooperation with networks in Europe on several topics and levels relevant for the project that will assist DEEDS to invite stakeholders to the dialogue sessions and to disseminate the DEEDS outcomes to their constituency. The project is supported by a targeted communication and dissemination approach that will create outreach through traditional media, like a website, factsheets, brochures, and through social media, like twitter, short video clips, blog articles, etc.In this way DEEDS will strengthen the information flow, enhance the exchange of experiences on R&I
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 'Miniature Atomic vapor-Cells Quantum devices for SensIng and Metrology AppLications' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

Sensors provide the interface between the real world and the digital world. Quantum technologies are poised to revolutionize this interface, and with it sensor-driven industries such as navigation and medical imaging. The macQsimal project combines the expertise of world-leading research groups, RTOs and companies, covering the whole knowledge chain from basic science to industrial deployment, and aims at breakthroughs that will firmly establish European leadership in the quantum sensor industry.The project will develop quantum-enabled sensors with outstanding sensitivity for five key physical observables: magnetic fields, time, rotation, electro-magnetic radiation and gas concentration. These sensors are chosen for their high impact and their potential to quickly advance to a product: Within macQsimal all these sensors will reach TRLs between 3 and 6 and will outperform other solutions in the respective markets.The common core technology in these diverse sensors is atomic vapor cells realized as integrated microelectromechanical systems (MEMS). Atomic vapor cells make coherent quantum processes available to applications: advanced cell-based sensors optimally exploit single-particle coherence, with the potential to harness also multi-particle quantum coherence for still greater sensitivity. Fabricating such atomic vapor cells as MEMS allows for high-volume, high-reliability and low-cost deployment of miniaturized, integrated sensors, critical to wide-spread adoption. The macQsimal project will combine state-of-the-art sensor physics with the MEMS atomic vapor cell platform, for highly advanced prototypes and demonstrators. Concurrently, advanced squeezing, entanglement and cavity-QED methods will be applied for the first time in miniaturized sensors, bringing quantum en
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 'An integrated study of interindividual competition and its relationships with feeding physiology and behaviour in cultured predatory fish', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

This joint research proposal relies on an integrated investigation upon interindividual competition, including cannibalism in young-of-the-year fishes of cultured predatory species, using perch (Perca fluviatilis) and sea bass (Dicentrarchus labrax) as comparative freshwater and seawater models. The objectives arei) to provide the biological bases allowing to minimise the heterogeneity of growth and subsequent potential impact of competition under culture conditions;ii) to generate models aiming at optimising culture conditions for the early life stages of predatory fish with a comprehensive insight into the interrelationships between feeding physiology, behaviour and production dynamics (mortality-growth), and iii) to test the model in commercial culture conditions.State of progressIn general, all the tasks scheduled in the first year of the project have been carried out as expected. In perch, different independent variables belonging to the boxes population, feeding and environmental variables have been investigated or are currently under investigation. The effects of initial size heterogeneity on survival, growth, individual feed intake (by morphometric relationships), final size heterogeneity and cannibalism of larvae and post-larvae were investigated and fish samples were preserved for further physiological analyses (enzymatic activities). The same variable was investigated in juvenile perch after some methodological adaptations of the rearing, self-feeding and monitoring equipment and procedures. The effects of food composition (namely the supply of live Artemia nauplii) were investigated in perch post-larvae. Several experiments were conducted in larvae, post-larvae and juveniles in order to determine the effects of photoperiod on the physiological, behavioural a
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 'TRanscriptomic analysis improving models to predict microbial SafeTy of ready-to-eat foods' in the context of a Horizon 2020 call.

assistant: **Objectives**

Listeria monocytogenes (Lm) is a potentially deadly pathogen with the ability to grow in a wide range of ready-to-eat (RTE) food products. This pathogen is of major concern for food stakeholders, as numerous product recalls from markets and an increasing number of outbreaks are occurring in Europe. In this economic and public health context, more research is urgently needed to understand and prevent Lm growth in RTE foods. TRuST is about creating a robust growth model to predict and manage Lm growth in RTE foods, especially lightly preserved and RTE seafood where contamination with Lm is particularly high. While some mathematical models exist today for this purpose, there is a general consensus that more accurate models are needed. For example, models incorporating gene expression (GE) data and growth variability (GV) between different isolates. My approach will be to combine GE and GV data in the existing and extensively used Lm growth model developed at DTU Food (host institution). This will be obtained by using RNA sequencing techniques and innovative mathematical modelling approaches. The newly generated models will be freely available as part of the Food Safety Spoilage Predictor (FSSP) software, developed at DTU Food. FSSP is today used in more than 125 countries by more than 10,000 users, benefitting the food industry, authorities and consumers worldwide. The team at DTU Food has a solid experience with Lm in RTE foods, food safety modelling, and software development. The secondment supervisor (UZH) is an expert in the genomics and transcriptomics of Lm. I have large experience in predictive microbial modelling and analytical food microbiology techniques. With the MSCA fellowship, I will benefit from the complementary expertise at DTU Food and UZH and facilitate