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 a compelling abstract for 'Social Chemosignaling as a Factor in Human Behavior in both Health and Disease' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

We test the working hypothesis that humans are constantly engaging in social chemosignaling, and that this serves as a major yet underappreciated force in shaping human social behavior. A major component of social chemosignaling in macrosmatic mammals is conveying of social status, namely dominance/submissiveness. We start by testing the novel hypothesis that humans similarly share information on social status through chemosignals. In support of this, we provide pilot data for a ""smell of dominance"". Next, we ask how do humans sample these social chemosignals? We hypothesize that handshaking serves subliminal sampling of social chemosignaling, and provide comprehensive pilot data implying that humans indeed subliminally sniff their own hands after shaking. Given the importance we attribute to social chemosignaling, one may ask why aren't anosmic individuals significantly socially impaired? We test the hypothesis that social chemosignals are processed by brain mechanisms independent of the main olfactory system. In support of this, we provide pilot data implying a brain response to social chemosignals in individuals with congenital anosmia. Finally, we ask what happens if social chemosignaling is selectively impaired? Given the social impairment we would predict following such social anosmia, we hypothesize that it may be a component of autism spectrum disorder. In support of this hypothesis we provide pilot data of altered social chemosignaling in high functioning adults with autism, and altered olfactory responses in children just diagnosed with autism. The latter implies a potential non-verbal non-task dependent diagnostic measure for autism. Together, this combines to a radically different perspective on human social behavior. We argue that humans are constantly ch
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 'AI-based chest CT analysis enabling rapid COVID diagnosis and prognosis' to be submitted under Horizon 2020.

assistant: **Abstract**

This icovid project is the continuation of the pro bono icovid initiative that developed the CE-marked and FDA permitted AI-based CT analysis software, icolung, and made it available in over 65 hospitals worldwide.  The icovid project aims to improve the software making it of greater value as the clinical needs evolve, validating it in renowned academic centers and deploying it at large-scale across Europe. icolung is expected to have a significant societal impact by increasing confidence when making a CT diagnosis and providing accurate quantification of disease and prognostic information in patients with suspected  COVID-19 disease. Importantly, even in a low prevalence setting icolung may have a much higher sensitivity and a comparable specificity for the diagnosis compared to the RT-PCR testing used currently. Identifying infected patients earlier will reduce the risk of further contamination and allows the right patient management to start earlier. icolung also predicts the risk of developing severe COVID-19 disease for which ICU admission and mechanical ventilation are required, allowing optimization of patient care. This project will significantly strengthen the position of two European SMEs in the rapidly growing market of AI in healthcare. One of them is coordinating the project and the consortium involved, enabling quick responses in a rapidly changing environment. The consortium builds further on existing organic collaboration and contains world-renowned experts of which multiple are part of the Executive Committee of the European Society of Thoracic Imaging.


**Keywords:** COVID-19, icolung, imaging AI, deep learning, diagnostis, prognosis, computed tomography
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 Horizon 2020 proposal on 'Computer-assisted Analysis and Applications of Moving Interfaces in Incompressible Flows'.

assistant: **Innovation**

The CAMINFLOW project aims to further explore the question of global regularity versus finite-time singularity formation in mathematical fluid mechanics. It proposes three horizons: 1) Modulated self-similar finite-time singularities in degenerate parabolic equations, 2) Fluid-interface finite-time singularities, 3) Rigorous analysis of fluid-structure moving interfaces.Module 1 is organized in two Work Packages: 1.1) Finite-time self-similar pinchoff for the axisymmetric surface diffusion equation (local, 1d), 1.2) Self-similar finite-time singularity in incompressible porous medium (nonlocal, 2d).Module 2 focuses on the blowup of the curvature of the Muskat problem (also known as Hele-Shaw).Module 3 contains two Work Packages: 3.1) Local and global well-posedness theory for the inextensible membrane problem. 3.2) Rigorous proof of the tumbling/tank-treading transition for inextensible membranes in a shear flow.A central and unifying method in this action is Computer-Assisted Proofs (CAP). Due to the highly demanding technical level of the analysis involved, new interval arithmetic libraries for singular integrals will be developed in Arb. Moreover, new modules in the framework Dedalus will be developed as well to perform accurate numerical simulations (that will help deciding whether a singularity is forming or not). These techniques will be applied complementing the methods from contour dynamics, harmonic analysis, and energy methods,  needed to obtain results in the mathematical analysis of fluid interface problems.The CAMINFLOW project will be carried out by the experienced researcher, who worked during his PhD thesis on the global regularity question for incompressible fluid interfaces coming from nonlinear, nonlocal parabolic partial differential equations, and 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 how 'The impact of knowledge based systems on software design' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

Research objectives and content Formal specifications are (arguably) the ideal Form of Software Design blueprints from which programmers can accurately. Unfortunately, it is easy to make errors in formal specification which are pernicious because they may not be detected by who use the formal blueprint in subsequent design and may affect the functionality of entire systems. The Knowledge Based Systems (KBS) community has always taken this problem seriously, because their domains were so fraught with uncertain information. I intent to reinterpret existing methods used by the KBS in order to detect errors and expand their usage in combination with artificial intelligence(AI) techniques to the problem of error detection in formal specifications. In particular, my research topic involves the diagnosis of logical errors in very early stage of software design as well as the detection and elimination of them at late stages. Training content (objective, benefit and expected impact) The U. Edinburgh is recognised as an international centre of excellence for Al. The Al Department is the largest specialist centre for research in Al in Europe. The Department will offer me the opportunity to attend a wide variety of Al related modules as a supplement to my research as well as the most comprehensive Al library in Europe and state-of-the-art equipment. Links with industry / industrial relevance (22) The AI Departement shares premises with the AL Applications Institute(AlAl) which created by the Department in mid 1980's an industrial company for transformation of AI technology to marketplace. The AIAI is involved with the work of Software Systems and Processes research group which will host me as a member.
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 'AIRE_ Artificial Intelligence for Recruiting Europe +' (AIRE) targeting Horizon 2020.

assistant: **Abstract**

The digital age has permeated our daily lives. The data we consume and create results in analytic processes informing how we work, eat, play, live. Companies need to understand, analyse and develop their Human Capital to remain competitive and future proofed. Present technology is not serving the market effectively. CVs have long outstayed their use for employers and overburden HR systems. EU citizens need to be able to assess their skills versus a changing job market to keep pace; putting them in the best position to successfully be hired. Our innovative approach to solving the bottleneck between jobseekers and job vacancies sets us apart. Our disruptive platform, AIRE, uses AI & Machine Learning to accurately and without bias, match candidates to roles, identify skills gaps for candidates and enable employees to keep their skills relevant in an ever-evolving job market. Our vision will create a scalable solution to empower EU citizens to maximise their career potential. In line with our growth strategy, Allsorter is looking to employ an innovation associate to help us achieve the above goal.  The post will be influenced from the domains of textual mining, machine learning and crowdsourcing. This field is novel precisely because it attempts to combine a longstanding promise of AI to improve the quality of hiring, which ability is focused around the use of data to standardize the matching between candidates’ experience, knowledge skills and the job requirements. This improvement in the job matching mechanism will utilize innovative computational methodologies for processing, improving, and disseminating employability patterns.
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 'Restoring natural feelings from missing or damaged peripheral nervous system by model-driven neuroprosthesis' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

Due to sensory loss diabetic patients are prone to falls and to foot ulcers, which consequently increase the risk of amputations. Because of the lack of sensory feedback amputees experience falls, perceive the prosthesis as a foreign body and therefore do not rely on it during walking. This causes counterbalancing movements that increase fatigue. Both types of patients suffer neuropathic pain, associable to aberrant sensory inputs. Neural pathways between the periphery and the brain are still functional above the damage or the amputation. Targeting these structures with peripheral neural interfaces could allow the restoration of natural sensory functionalities. The aim of project is to develop the first neuroprosthesis restoring natural foot sensations, through sciatic nerve stimulation, to patients with diabetic neuropathy or leg amputation. To that aim we will develop a detailed computational model of the sensory loop of the sciatic nerve. It will merge the electrical stimulation effects on sensory fibers and transduction of mechanical deformations of the skin into action potentials. Modelling results will be validated. Applying this modeling framework we will optimize the geometry of a peripheral neural interface, its surgical placement and define stimulation protocols that mimic natural sensory feedback responses. Effective device for feedback restoration will be constructed, able to translate the signals recorded by sensorized sole placed under the prosthetic or diabetic foot into the natural foot sensations perceived by subject. The interventional tools for embodiment boosting and pain relief will be developed. Clinical tests on amputee and diabetic subjects will assess the efficacy of the FeelAgain conceptual and technological framework by examination of pain, em
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 'Methodological developments for time-resolved single particle cryo-EM' (Ti-EM) under Horizon 2020.

assistant: **Objectives**

Protein synthesis and degradation, energy metabolism, signalling, processing of information-encoding polymers (RNA and DNA) are facilitated and regulated by molecular machines, protein complexes that undergo significant conformational changes in time as they facilitate their function. To be able to control the biological processes rationally and with high precision it is essential to understand their mechanism at atomic level. A powerful way to gain detailed insight onto function of these proteins is to see these molecules at atomic resolution while they function. The high-resolution structures of biological macromolecules obtained by X-ray crystallography, NMR and more recently single particle electron cryogenic microscopy (cryo-EM) have provided insights onto the way many molecular machines are constructed. These methods generally provide snapshots of discrete long-lived states, visualizing the conformational changes along the reaction trajectory at high-resolution often remains an elusive objective. The aim of my proposal is to develop methods for visualizing transient conformations of protein complexes by time-resolved single particle cryo-EM. Time-resolved cryo-EM combines structural study with kinetics by freeze-trapping kinetic intermediates in a biological reaction and has potential to provide atomic-resolution ‘movies’ of functioning biological complexes. Technical limitations however so far restricted widespread use and utilization of the complete potential of this technique. Main part of this project is dedicated to development of microfluidic instruments for cryo-EM sample preparation. If successful, our approaches will allow trapping kinetic intermediates of molecular machines with millisecond time-resolution using picogram amounts of protein sample. The de
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 'Euro-Indo forum for nano-materials research coordination & cooperation of researchers in sustainable energy technologies' (EICOON) under Seventh Framework.

assistant: **Objectives**

In a globalized world energy is a decisive factor for the further development and economic and social well being of the nations and stability in the different world regions. Materials science and research has in the past significantly contributed to solving issues in sustainable energy technologies. To bring about advancement and improvements in energy technologies and to address sustainability, research in nano-materials is expected to contribute significantly to solutions in a highly competitive and increasingly globalize world. Such research will inevitably have to be coordinated at European level but also internationally. In Europe, materials researchers cooperate increasingly in EU funded projects and bilaterally with non-European countries. The EU has concluded S&T agreements and implementation arrangements with India. It foresees the coordination and the execution of joint projects. This proposal intends to address the strategic assessment including synergy analysis of nano-materials research needs in the EU and India. It will establish and communicate to DG RTD and DST the mutual interests and the topics for future coordinated calls to enable the decision & policy makers and the funding bodies to make better informed decisions and to better select the implementation mechanisms and instruments. Beside the assessment, the proposal also addresses the dissemination of the “nano-materials research acquis” in the field by organization of events. Finally, it will bring together researchers for future research collaboration, to exchange ideas for joint projects and to inform each other on their core competencies & expertise. The project aims at the generation and enhancement of knowledge in materials science and research especially nano-materials applied to sustainable
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 'Platform for the Harmonization of Vaccine Adjuvant  Testing' to be submitted under Seventh Framework.

assistant: **Abstract**

Adjuvants are critical to the quality and magnitude of immune responses generated by PRD vaccines. However, vaccine development is hampered by lack of access to appropriate adjuvants. This is partly because adjuvants are developed in many organizations, with individual models and protocols that have been established independently. The resulting data on adjuvants are only rarely directly comparable and exploitable in other vaccine studies. The project objective is to determine the laboratory tests that can be used to harmonize pre-clinical determination of vaccine adjuvant activity and safety throughout Europe, including new-member countries, and in the developing world, based on an in-depth survey and analysis of best practice employed by industry and other stakeholders in adjuvant R&D. A database of survey results will be analysed by experts and used to establish the tests that are considered most useful by stakeholders to characterize adjuvant activity and safety. Dissemination of results will occur through a workshop organized with WHO for stakeholders (including key international organizations representatives), publications and websites. The tests will allow the activities of adjuvants to be compared directly and will therefore contribute a major advantage in the selection of adjuvants to be included in PRD vaccine development programmes.
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 'Specific accelerated test procedure for pv batteries with easy transfer to various kinds of systems and for quality control (ACTUS)' under Fifth Framework.

assistant: **Concept**

Objectives and problems to be solved:Batteries have lifetimes between 3 to 15 years depending on application and battery quality. For end users this seems too short, but they are significantly too long to prove the quality of batteries by a non-accelerated lifetime test. Today, acceleration in tests is done by increasing temperature or cycles per day. But these procedures all have the problem, that accelerated tests do not reproduce the real operating conditions of the batteries. The project team of battery industry and research partners aims at a new procedure. Simulation models will be used to determine the lifetime of batteries in specific applications and operating conditions. But simulation models cannot predict the behaviour of the materials just from the first principles. Therefore electro-chemical tests and impedance spectroscopy are performed to calibrate the simulation models for each battery. The different tests focus each on one specific ageing effect on lead batteries. These tests last less than 12 weeks.Description of work:Information available on accelerated and non-accelerated ageing tests will be collected and analysed. Batteries from field installations will be analysed to identify the ageing effects of importance. Because of their very complex ageing effects batteries in renewable energy systems will be in the centre of the investigations. Data on typical operating conditions in different applications will be collected for the use in the lifetime simulations. Electro-chemical test procedures will focus each on one specific ageing effect. These specific results for each battery will calibrate the simulation models. Using the results of the specific ageing effects the model will allow the extrapolation to the long-term performance under various operatin