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: Draft an impact statement for 'String Cosmology in the AI Era', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

String theory offers a unified framework for quantum gravity, yet its predictive power is obscured by the vast “landscape” of four-dimensional effective field theories it produces. StringCosmoAI sets out a principled way to recover those theories that are both theoretically controlled and compatible with observations. I will combine sophisticated geometric tools -drawing in particular on tame geometry - with disciplined, auditable machine-learning methods to move beyond ad hoc searches.The programme advances along three complementary strands. First, I will construct and openly release large, validated databases of string-derived effective field theories, complete with provenance, machine-readable schema, and example notebooks for reuse. Second, I will establish when key questions in cosmology are statistically learnable or provably hard within string theory effective theories by drawing on statistical learning theory and computational complexity theory. Third, building on these theoretical foundations, I will deploy machine-learning techniques to chart theories compatible with cosmological observations - particularly slow-roll inflation and small vacuum energy - with rigorous uncertainty quantification and interpretability.The project is anchored in a purposeful collaboration between the University of Bologna and Northeastern University. Northeastern University offers a world-class environment for machine learning in fundamental physics, enabling rapid prototyping, interpretability, and robust evaluation of the AI tools and techniques employed; the University of Bologna brings leading expertise in string phenomenology and cosmology, ensuring theoretical control and meaningful physical interpretation of the results. This partnership will accelerate progress and, in turn,
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 'INfraStructure in Proton International REsearch' (INSPIRE), addressing dissemination and exploitation.

assistant: **Impact**

Proton beam therapy (PBT) is a radical new type of advanced radiotherapy, capable of delivering and conforming a targeted dose of radiation to the tumour while causing minimal damage to the surrounding healthy tissue. In the past 5 years there has been a huge investment in high energy PBT across Europe and eleven member states now either have PBT in operation or are developing this capability.  In addition, the two largest manufactures of PBT equipment have based their manufacturing in Europe. This integrating activity INSPIRE, aims to link these clinical PBT centres in eleven different countries together with two associated centres in USA.  It also brings in two of the worlds largest manufacturers of PBT equipment and an SME.  The trans-national access in INSPIRE will provide European researchers with access to “state of the art” research capabilities employing proton beams at clinical energies.  INSPIRE represents an integrating activity across Europe in a multi-disciplinary field that is growing exponentially. Through its Networking, Transnational Access and Joint Research Activities,  INSPIRE seeks to provide the “state of the art” capabilities that are needed to address the key challenges in this rapidly developing field. INSPIRE has at its heart the principles of responsible research and innovation and will communicate its research and give access to its databases and software through an Open Access Gateway.  INSPIRE will contain a pipeline of innovation through its Innovation Gateway, to accelerate research for patient and commercial benefit.  INSPIRE will provide its researchers with an unrivalled research and training and opportunities to “discipline hop” into the industrial, clinical or industrial environment.  INSPIRE integrates activities across Europe in th
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 'BIOfuel From Algae Technologies' (BIOFAT).

assistant: **Innovation**

BIOFAT is a ‘microalgae to biofuel’ Demonstration project with a farming area of 10-ha for microalgae cultivation and a target annual productivity of 100 tons per ha. The project will integrate all the processes from single cell to biofuel production. The production stage will be based on photobioreactors for inocula production, and raceways for production of bulk biomass and induction of oil/starch accumulation, necessary to obtain the biofuel (biodiesel and bioethanol). Carbon dioxide derived from fermentation will be used.Biomass harvesting will be done by pre-concentration and subsequent centrifugation. A low-energy input centrifuge will be used. Extraction will be done by mechanical cell disruption of wet (25-30% dry solids) paste. Oil will be transformed into biodiesel by transesterification, and carbohydrates to bioethanol through fermentation. Oil and carbohydrate accumulation will be obtained by nutrient stress using specific algal strains.Only marine strains will be used to avoid any competition with food crops. BIOFAT will also develop the concept of algorefinery (i.e., high value co-products besides biofuels).BIOFAT will demonstrate at 10-ha scale proven and tested technologies which have been developed by Consortium members at small scale. Innovation will be in the scaling-up of the process to the 10-ha Demo Plant.Specific Engineering and Business Plans for setting up the 10-ha Demo Plant will be based on the results obtained from operation of 2 0,5 ha Pilot Plants (Italy and Portugal). The 2 prototypes existing in Israel and Italy will be used for the training of a development team. The overall sustainability of the algal biofuel and co-products production will be evaluated by LCA. The project will have a duration of 4 years. A funding of 7,733 K€ will be
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 'Improving the Preparedness of Health Systems to Reduce Mental Health and Psychosocial Concerns resulting from the COVID-19 Pandemic' under Horizon 2020.

assistant: **Concept**

The mission of RESPOND is 1) to identify critical resilience factors and specific vulnerable groups at risk of immediate and long-term adverse mental health impact of the COVID-19 pandemic; 2) To improve the resilience, wellbeing and mental health of frontline health and care workers and other vulnerable groups by implementing scalable World Health Organization (WHO) programmes, and 3) to steer future policy decisions by understanding and disentangling the effects of the COVID-19 pandemic and different public health containment and subsequently relaxation strategies on mental health and wellbeing in vulnerable groups across Europe’s different health systems.RESPOND is centred around core questions regarding the short and long-term impacts of the pandemic on mental health and health inequalities on vulnerable groups within the general population, including frontline workers. In the first immediate delivery phase, an impressive set of existing longitudinal datasets are examined for resilience factors and risk factors. Furthermore, the responsiveness of health systems and identification of best practice responses that protect resilience, mental health and wellbeing are assessed in eight EU countries. The long-terms effects are determined of the pandemic and the control measures on demand for (mental) health services in health registers in Sweden, Lombardy and Barcelona and the scalable WHO SH+/PM+ stepped care programmes adapted for COVID-19 will be implemented and evaluated both in frontline workers and vulnerable groups.RESPOND provides policy recommendations within 3 months on vulnerability factors for developing poor mental health resulting from current containment and mitigation measures. Further lessons learnt and evidence-based policy recommendations will be made av
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 'TECHNOLOGY AND INNOVATION AUDIT FOR THE DEVELOPMENT OF THE PORTUGUESE INDUSTRY' in the context of a Fourth Framework call.

assistant: **Objectives**

The overall objective of the TEC+ project is the promotion of IMTs in Portuguese SMEs. This will be accomplished first all by establishing a methodology for Technology and Innovation Audit which will be applied to 50 industrial SMEs through a comprehensive programme of Innovation Consultancy Assignments. The consultancy assignments will be delivered by a team of 20 consultantsThe whole project will be co-ordinated and managed by the Monitoring group which will put into place the necessary and appropriate evaluation criteria and quality procedures. An additional but equally important aspect of the project is the Analysis and dissemination of the results. The analysis will assist in identifying clusters of SMEs will similar needs and in turn this will help to disseminate the results more effectively. Among the dissemination tools/methods to be used are a video on the methodology, publication material and organisation of seminars.
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 'ThermoEye an innovative system for pigs' fever early detection' under Horizon 2020.

assistant: **Concept**

The global pork market is worth over €100B. The pigs’ breeders use preventive drugs to reduce risk of illnesses spreading and to increase their profits by 10%. Only in Poland farmers use yearly over 580 tons of pure antibiotics, which we later consume in meat or which pollute the environment causing antimicrobial resistance. Research shows that 80% of drugs are applied to animals  therefore the probability that a given bacteria is immune to human drugs is very high. Officially more than 46% pig's farms used the preventive medicines (unofficial data shows that the number is twice higher).  Additionally there is a lack of qualified veterinarians on the market who could monitor the farms. Until know there were no complex solution which address these challenges.ThermoEye is game changing innovation. After two years of experiments our engineers have designed a distributed, contactless IoT system for temperature monitoring based on cheap bolometric sensors (currently TRL7 with real tests). ThermoEye detects fever at early stage and helps farmers to protect herds in alternative, ecological friendly way without preventive antibiotics. The farmers' investment in ThermoEye returns in 18 months. The end customers receive antibiotic-free pork, and the vets obtains new tools for herd monitoring. Moreover we provide the statistical analysis for researchers. ThermoEye is a WIN-WIN-WIN solution for stakeholders providing income of €1/pig/month for our company. There are above 760M over the world. Smart Soft Solutions team has started in Poland, but we would like to be a global company.  We won several competitions like MIT EF, Young in Lodz, EIT Food and we have seed investors on board who evaluated our product and business model. We presented our solution in Dubai, Bucharest, Hannover
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 'Lattice determination of the muon's anomalous magnetic moment', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

On 4/7/2021 the Fermilab announced the result of a two decade long investigation to determine the magnetic moment of the muon. By tradition, data-driven theoretical methods have been used for 50 years to calculate this magnetic moment. But, interestingly, in the last 20 years growing discrepancies were noted between theoretical and experimental findings. In the literature, the result obtained by using  the data-driven method is called the consensus value"" - and it is 4.2 sigma away from the combined experimental result. This 4.2-sigma discrepancy was interpreted by many physicists as a sign for new physics with a new and unknown force - and hundreds of papers appeared in the last few months to explain the 4.2-sigma tension by some form of new physics. For theoreticians this is an extremely exciting situation because even better experimental results are expected in the next 1 to 5 years, which might further increase the tension between experiment and theory. I propose a completely different and much more fundamental theoretical approach: lattice Quantum Chromodynamics (QCD). Within this new approach I can reach better accuracies than those of the traditional approach. Furthermore, my innovative approach uses far less experimental inputs, reducing the effects of uncertainties associated with input. The objective of the present application is to show unambiguously that either (a) there is no new force, that the experimental results are actually in agreement with the Standard Model of particle physics or (b) confirm the existence of new physics with a high confidence level. To that end a very large-scale lattice Quantum Chromodynamics approach will be applied using supercomputers to yield the muon's magnetic moment with the unprecedented precision of 10(up-10) level of acc
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 'Next generation Limited-Angle time-of-flight PET imager' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

Over 2.7 million people in the EU were diagnosed with cancer in 2020, while 1.3 million people lost their lives to it. Cancer cases are predicted to increase by 24% by 2035, making it the leading cause of death in the EU. The current leading specific molecular imaging diagnostic technique sensitive to cancer is based on Positron Emission Tomography (PET). Due to the high implementation cost of PET, this high-sensitivity diagnostics, is only available to less than 0,5 % of the medical centers in the world. The critical component of the overall cost is the cost of PET scanners. Our project proposes a radical vision to translate European breakthrough technological advances in Time-of-Flight PET detection to a revolutionary, fully modular, cost-accessible flexible family of devices for applications from the standard PET center to the surgery, epilepsy clinics, intensive care units and even emergency rooms and in mobile units installed in vans. The proposed PetVision project aims to develop a simple pilot demonstrator, a modular panel PET device with a coincidence timing resolution of about 75 ps FWHM, close to the intrinsic timing limit of currently available PET scintillators. This resolution is several times better than the current gold standard of 214 ps FWHM achieved with the current clinical state-of-the-art device (Siemens  Biograph Vision). With such excellent timing, the panel detectors can cover only a limited solid angle to reach the same sensitivity or improve the sensitivity in the case of a total-body imager. For the realization of the device, a package of breakthrough innovations in detector design, photo-sensor, and front-end electronics are planned. We expect that the proposed device will dramatically impact human health.


**Keywords:** Medical instrumentat
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 'Marine Renewable Infrastructure Network for Enhancing Technologies 2' under Horizon 2020.

assistant: **Concept**

Integrating activities planned under MaRINET 2 build upon the achievements of the advanced community created in MaRINET FP7. MaRINET 2 will ensure the continued integration and enhancement of all leading European research infrastructure and facilities specialising in research, development and testing of offshore renewable energy systems including electrical sub systems and grid integration through a range of TRLs (1-7). MaRINET FP7 proved the added value of uniting these facilities, and substantially improving their capability as a community of practice to deliver consistent testing services ensuring, quantifiable, stepwise innovation and progress in the development of devices and key components, and identifying critical areas for further technical investigation and enhancement. Whilst activities proposed under MaRINET 2 will follow the same formula, balancing networking/ joint research/ and transnational access, the consortium and scope of work is expanded to include xx partners in xx countries with xx facilities. The e-infrastructure programme fills a strategic gap. Taking stock of existing capacities for data management/sharing; it addresses user requirements and demonstrates the operation of a new system based on standards and tools adapted from the SeaDataNet infrastructure. The European Commission and member states recognise offshore renewable energy as an important source of clean energy that can: generate economic growth and employment; increase energy security; and boost competitiveness and technological innovation. The realisation of this potential depends on the accelerated development, deployment and grid integration of reliable, efficient technologies for harvesting offshore renewable energy, which in turn requires robust and exhaustive testing in dedicated
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 'Climate Night Hamburg 2011' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

Climate Night Hamburg 2011 on September 23, 2011 consists of attracting all the categories of the public at large and bring them together with climate scientists at one location. After successful Climate Nights in 2009 and 2011 with around 30.000 visitors during each night and more than four million people reached by the awareness campaign each year, Climate Night 2011 is a further development of the two recent nights organised by the coordinator marking the continuation of a well-adopted and entertaining concept in the City of Hamburg.During the night on September 23, 2011 scientists will guide all the activities organised and attendants will constantly be in direct contact with them, having the possibility of exchanging on any topic of their interest, linked or not to the job as researcher. Researchers are to be shown as ordinary people and the profession researcher as fundamental for the well-being of the society. Visitors will be provided with multi-media based information about the life of researchers and also about consequences of Climate Change. Climate Nights 2009 and 2010 have shown that the topic needs more attention because the interest of the population for this phenomenon has increased and needs to be satisfied. Furthermore, researchers can show their recent efforts made, especially in the sector of green technology to combat Climate Change.In 2011, Climate Night Hamburg 2011 will actually be the opening event of a week long accumulation of climate experiences, discussions, demonstrations and an exhibition of research institutions and scientists. Hamburg has been awarded by the EU to be European Green Capital in 2011. Climate Night Hamburg 2011 and the subsequent week will be one of the highlights of Hamburg presenting itself as European Green Capital. Hamb