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 'Analog/Mixed Signal Back End Design Automation based on Machine Learning and Artificial Intelligence Techniques' (AMBEATion), addressing dissemination and exploitation.

assistant: **Impact**

In the field of the Electronic Integrated circuit design, the analog-mixed-signal (AMS) physical design of all analog blocks and of whole integrated circuits (IC) based on the Analog-on-Top approach still uses a handmade flow. The Electronic Design Automation (EDA) industry has been working since several years in the application of techniques to make better design and verification tools ranging from synthesis to place & route, timing analysis, analog design and circuit simulations.  The AMBEATion consortium will utilize a holistic approach which applies these enhanced tools to categories of designs (i.e. Smart Systems) and drives them through “scriptware” and methodologies which will further enhance the productivity of designers in the design automation of these complex low power devices. Essential strategy of the ambitious multidisciplinary program is the Transfer of Knowledge between the partners and the training of a focused team of researchers on the algorithm developments and their application to the industrial state of the art AMS Back End design flow. The main outcomes of this AMBEATion project will be: i) highly increase designers’ productivity in the area of mixed signal designs (primarily AMS Backend) addressing the needs of industrial users, ii) possibly reduce the silicon products costs as a consequence increase the European industry competitiveness, iii) provide the academies with new advanced training topics aligned with high tech employer’s needs, iv) set the basis of a long lasting technical partnership between European research and design centers.


**Keywords:** Analog/Mixed Signal, Back End Design, Integrated Circuit,  Design Automation, Electronic Design Automation, Computer Aided Design, Artificial Intelligence, Machine Learning, Data Mining
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 'CERN-EC Support for SESAME Magnets' (CESSAMAG), addressing dissemination and exploitation.

assistant: **Impact**

CERN proposes to assist the SESAME light source to construct its main storage ring by proposing to the EU a joint project with CERN. The goal of this collaboration is to deliver to SESAME a major and symbolic component of its main ring, namely the magnet system.  In the proposed scenario, the EU funds the material and training costs, and CERN provides expert human resources. The components will be purchased from the European industry. This initiative will be carried out with the full involvement of SESAME at all appropriate levels, with the combined goals of providing a state-of-the-art system in the shortest possible time scale, of taking advantage of all SESAME competences, and of exposing the SESAME team to the experience CERN has gained over decades in the relevant technologies. In doing so, CERN, as a prominent science organization founded as a science-for-peace center after the Second World War, and the EU, as a major political actor in the world, will give a major impetus to the project. Together with the voluntary contributions that will be provided by SESAME Members, this will motivate similar support from other parts of the world, and ensure the successful and timely completion of the construction phase of the project, allowing its political and scientific benefits to be fully realized at an early date to the benefit of the region and of all stakeholders. This initiative has the unreserved support of the SESAME Director and directorate, as well as that of the SESAME Council and its President, which, on the invitation of the CERN Director-General, held its most recent Council meeting at CERN in May 2012.
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 'INTELLIGENT MOBILE MULTIPURPOSE ACCURATE THERMOELECTRICAL (IMAT) DEVICE FOR ART CONSERVATION', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The IMAT project aims to integrate the cutting edge research in nanotechnology with that of cultural heritage conservation for the development of new advanced conservation techniques and materials. A consortium of researchers representing expertise in the areas of art conservation, nanotechnology, and thermo-electrical engineering, has been assembled with the purpose of inventing an advanced precision heating technology and designing a series of portable, highly accurate flexible mild heating devices specifically for broad application in the field of art conservation, employing, but not limited to the new technology of carbon nanotubes (CNT).The new technology and product acknowledges and responds to a glaring omission in fundamental conservation instrumentation.  The control over the application of heat often constitutes the core of success in structural treatment of diverse cultural heritage objects, yet sources currently available to conservators are unable to guarantee accuracy, control or uniformity, and therefore may compromise the favourable outcome of treatment.The lack of mobile high precision and accessible instrumentation impacts conservation treatment capacities and the long-term preservation of irreplaceable cultural heritage in the most direct way, since objects may be and are exposed to risk because of inadequate or unavailable instrumentation. This is particularly relevant to treatments that take place in the field, including emergency responses, that often must rely on inadequate tools. The heating table, long considered a basic piece of laboratory equipment for previous methodologies, is now out of sync with the current direction of conservation that favours minimally invasive treatments with respect to those of the past and requires enhanced  mobility
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 'Metrology Excellence Academic Network for Smart Grids' (MEAN4SG) targeting Horizon 2020.

assistant: **Abstract**

MEAN4SG network aims to educate 11 young researchers in the smart grids metrology field by constructing a training network gathering the whole innovation value chain. The main EU actors in the field of smart grids metrology have worked together, under the umbrella of the European Association of National Metrology Institutes (EURAMET), and relying on the support of the International Electrotechnical Commission (IEC), in order to design a training program coping with the principal R&D challenges related to metrology for smart grids while tackling the shortage of highly-skilled professionals on this area that has been foreseen by the European Commission, the electricity grids industrial sector and the academia.The overall MEAN4SG research programme tackles the main research challenges in the smart grids metrology field identified by the European R&D community: (1) power quality analysis, (2) smart grids modelling and management, (3) advanced monitoring through Phasor Measurement Units applications and (4) smart cable diagnosis. These main goals have been divided into eleven specific objectives, which will be assigned to the fellows, for them to focus their R&D project, PhD Thesis and professional career.The established training plan answers the challenges identified by the SET Plan Education Roadmap. Personal Development Career Plans (PCDP) will be tuned up for every fellow, being their accomplishment controlled by a Personal Supervisory Team (PST), composed by a main supervisor from the beneficiary and two mentors from the institutions hosting the two fellows’ secondments. The training plan includes intra-network activities, like Specific Courses lectured by the project partners, as well as network-wide initiatives, like two secondments for every fellow, PhD Seminars orga
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 'A Hybrid Approach for Bone and Cartilage Tissue Engineering using Natural Origin Scaffolds, Progenitor Cell and Growth Factors' under Sixth Framework.

assistant: **Concept**

This project aims to provide new tissue engineering technologies for therapeutic treatments, which will ultimately have major social impact by contributing to the challenge of providing lifelong health for our society at an affordable cost. The main aim is the development of advanced functional materials that are needed for improved quality of life of thousands of patients suffering from cartilage or bone tissue loss or malfunctioning. The improved therapy suggested herein will result in a decreased morbidity and mortality of patients with reduction of the overall costs in EU healthcare. A major objective is the development of tissue engineering (TE) products that can be used for bone TE, cartilage TE or for an osteochondral TE strategy. Natural origin scaffolds mainly based on algae & chatoyant will be used for bone andcartilage. Cewrmaic bi-physic calcium phosphates scaffolds will be obtain from mineralised red algae. For theosteochondral approach, specific technologies will be developed to produce complex bi-material (polymer/ceramic) constructs. An all range of adequate processing techniques to obtained suitable scaffolds will be developed. One of the main innovations will be the development and use of specific software packages for designing patient specific scaffolds that will be combined with the production of the scaffolds by means of 3D plotting methodologies. Other techniques will include melt based processing and solvent-based techniques. The scaffolds will also be loaded with arrange of growth factors including several bone-morph genetic proteins other GF in the TGF- family. Primary cells and progenitor cells obtained from animals and later on from human patients will be used to develop the tissue-engineered products. Cell culturing methodologies will be opt
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 'European university of technology - Experimentation to Transform Research Activities and Steering' in the context of a Horizon 2020 call.

assistant: **Objectives**

The ambition of  EUt+ project EXperimentation to Transform Research Activities and Steering (EUt EXTRAS) is to support the emergence of intercampus knowledge-creating teams across our institutions, across disciplines, and across types of activities, towards a new approach of the environment and of steering and execution of research. It will be a test bed to establish a common roadmap for research and innovation at the EUt+ level by 2030 to validate a solid methodology of institutional transformation fully integrating the challenges of European technology development.  We want to co-construct a pilot experimentation to achieve a critical mass in research that is flexible, decentralised and collaborative, to support the institutional transformation necessary for Europe’s industrial renewal. This entails opening up new career opportunities for the fluidity of ideas and knowledge (both within the university and with the private sector, and the other way around), and avoiding the brain drain often associated with such endeavors. Since its beginnings, EUt+ has emphasized the importance of involving the local communities: universities of Technology should have a direct impact on local economic structures by providing educational opportunities to underrepresented groups, and know-how to local companies.  We will develop human capital to steer Europe towards a new path of excellence, do science and create technology with and for society, connect technological research with its peripheral environment, conduct series of internal and external analyses for an informed decision-making, create commons in terms of resources and infrastructure, and - importantly - develop, document, and disseminate an assessment methodology with a strong participatory and bottom-up approach.   As the EU
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 'Proficient Robotic Operation for Minimally-invasive Procedural Treatment' (PROMPT).

assistant: **Innovation**

PROMPT (Proficient Robotic Operation for Minimally-invasive Procedural Treatment) will deliver the world’s first robotic catheter drive system designed specifically for emergency, catheter-based interventions, starting with mechanical thrombectomy (MT) for acute ischemic stroke. Stroke is a leading cause of death and disability, yet fewer than 20% of eligible patients currently receive MT because too few centers and experts can perform the procedure. Patients are often transported long distances to reach capable hospitals, while every minute of delay costs millions of neurons, making speed and precision critical.Building on the EU-funded ARTERY project' robotic drive and patent-pending gripping technologies, PROMPT introduces a modular, instrument-agnostic system for rapid deployment and exchange. Its “drop-in” design will allow pre-flushed devices to be installed in under 1.5 minutes, avoiding workflow delays. The system provides stable, coordinated control of up to four instruments at once, with distributed grip for safer navigation, haptic feedback for force awareness, and remote operation (future vision). Together, these features improve first-pass success, reduce time to treatment, and ease reliance on scarce neuro-radiologists while also protecting staff from radiation.Pre-clinical testing will progress from silicon phantoms to cadaver vasculature and in-vivo animal models, followed by first-in-human trials. By project completion, PROMPT aims to reach TRL 7 and prepare for CE/FDA clearance. Commercialization will be led by a dedicated spin-off, offering both sales and leasing options, with recurring revenue from disposable grippers. Early adoption will be driven by key opinion leaders and leading stroke centers in the EU, before scaling globally to meet the growin
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 'Fast two-photon in vivo imaging and stimulation with simultaneous three-dimensional random-access scanning in multiple brain regions', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

We propose to engineer and validate a novel random access three-dimensional two-photon (2P) laser scanning microscope which can simultaneously image three different brain regions in the three spatial dimensions (3x3D system), where each scanned volume can exceed cubic millimeters. Our 3x3D system, which allows the simultaneous recording of neuronal activity in multiple, functionally connected distant brain volumes, is essential for understanding distributed brain computations. As each site can be scanned with sub-millisecond temporal resolution in several hundred user defined locations, the activity of single neurons in neuronal microcircuits or even neuronal compartments such as dendrites or axons will be followed. Furthermore, by combining imaging with powerful genetic methods and 3D photo-activation, we will not only record from identified circuits but also map connectivity between regions. We will validate the capability of our 3x3D system by simultaneously performing retinal, lateral geniculate nucleus, and cortical 3D imaging and photo stimulation. No currently available technology is able to achieve such multi-region 3D recordings of neuronal activity, considering not only products on the market but scientific publications as well. In the long term, the project leader SME will release a high-value added product family to the world market based on the methods and results that are realized and validated during this project. Despite steep competition from overseas laboratories, the first single region 3D 2P brain imaging was invented in Europe. Now, having similarly heavy competition this project attempts to realize the first multi-region 3D 2P brain imaging microscope.
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 'Plankton-like Protocells for Artificial Photosynthesis Targeting Carbon-neutral Energy Vectors' to be submitted under Horizon Europe.

assistant: **Abstract**

While mature solar technologies (i.e. photovoltaics, photo-electrochemical cells) cannot simultaneously address the multi-faceted future energy challenge, PLANKT-ON aims to develop a disruptive net-zero emissions technology to both address the global energy demand and reoxygenation of our planet. Inspired by Nature, we propose to assemble the first synthetic plankton-like protocells that autonomously utilise light, water, and CO2 to produce O2 and formate, as a green H2 vector. To this aim, the plankton-like protocells will be shaped as containers of two synergic subdomains mimicking the natural plastids and the CO2-enzyme organelles. The artificial plastid (1st type proto-organelle) will utilise light to oxidise H2O to O2 and reduce a methyl viologen (MV) cofactor, this latter will feed the CO2-rich proto-organelle to selectively produce formate by a cascade enzymatic reaction. We are expecting that this original bio-inspired strategy will open a route to sustainable solar hydrogen.The long term impact is envisaged for scientific innovation in groundbreaking solar-technology, going beyond the conventional photoelectrochemical cabled asset, and readily exploitable for empowering the EU vision for “Smart Buildings as Micro-Energy Hubs” in the world. Fundamental Research advances will be monitored by PLANKT-ON innovation radar activities, protected by our IP policy and disseminated to reach the expected stakeholders and the general public.Multidisciplinary collaboration among the 6 partners, from 4 EU countries, 5 research centres, and 1 technology-based company, underpins the project activities that will target the EU mission. PLANKT-ON counts on the valuable experience of its Scientific Advisory Committee where international renowned scientists from Princeton (USA), Ber
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 'The response of coccolithophores - calcifying marine phytoplankton- to TRAce Metals and Alkalinity Enhancement', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

Keeping global warming below 2°C will require drastic reductions or even planetary-scale negative emissions that must be initiated within this decade to remove hundreds of gigatons of CO2 from the atmosphere. Ocean alkalinity enhancement (OAE) is one of the most promising methods to actively remove CO2 from the atmosphere whereby suitable rocks are extracted, pulverised, and dispersed over the oceans or land surfaces. CO2 is chemically absorbed during weathering and safely stored mainly as bicarbonate for geological timescales. However, the effect of introducing gigatons of alkalinity and dissolved metals in marine pelagic ecosystems remains mainly unknown. TRAMAE will be among the first to investigate some of the most relevant impacts of OAE and associated trace metals released by alkaline material, on coccolithophores.  –calcifying marine phytoplankton– which are major drivers of the marine carbon and calcium carbonate cycles as they contribute 1-10% to marine primary production and ~50% to pelagic calcium carbonate sedimentation. The project aims at quantifying if and how an increase in alkalinity stimulates calcifiers and to what extent this would offset or strengthen the efficiency of OAE. Next to the focus on the calcification response towards OAE, TRAMAE aims to investigate the environmental effect of the most relevant dissolution products (i.e. trace metals) released by the minerals employed for enhancing alkalinity on the marine phytoplanktonic community. This is an urgent need to evaluate the possible risks in the real-world of the application of OAE. The fellowship will be carried out at GEOMAR (Kiel, Germany) where the proponent will be included in a team of experts on OAE in marine biology and geosciences. The results will be disseminated to raise awareness