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: Describe how 'Governing AI Technologies in Weapon Systems from the Bottom Up:  Practices to Sustain and Strengthen Human Control' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Autonomous and AI technologies have become integrated into the targeting functions of weapons. Algorithmic rather than human decision-making may therefore prevail in warfare, raising humanitarian, legal, ethical, and security concerns. Currently, there are no specific, legal rules to govern autonomy and AI in the military. In their absence, ERC AutoNorms has found that use of autonomous and AI technologies in weapon systems makes norms. Practices of design, of training personnel for, and of using such weapons shape a norm of what counts as the requisite form of human control over the use of force. AutoNorms has revealed that this emerging norm accepts a diminished, reduced form of human control when designing and using military autonomous/AI technologies as “normal”. This emerging norm is a societal challenge and a public policy problem because it undercuts the meaningful exercise of human agency over life and death decisions in war. The insight that practices make norms holds the potential for social innovation as a process of recontextualising norms through enacting different practices. Stakeholders could therefore shape a positive norm of human control through changing their practices from the bottom up. The ERC PoC project AutoPractices initiates and accompanies this social innovation process in three ways via multi-stakeholder collaboration: first, AutoPractices raises awareness among stakeholders about the differential effect of their practices on the emerging human control norm in the military domain via empirical mapping. Second, AutoPractices co-creates a set of best practices with stakeholders to sustain human control in weapon systems integrating autonomous and AI technologies at three workshops. Third, AutoPractices diffuses the co-created set of best practi
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 'The Dynamic Impacts of Child Health and Skills Enhanced by School Interventions across the Life Course' under Horizon 2020.

assistant: **Concept**

This project, “The Dynamic Impacts of Child Health and Skills Enhanced by School Interventions across the Life Course” (DYNAMICS), is the first ever to rigorously and comprehensively study complete short- and long-term dynamic effects of health and human capital at school ages. It combines research in the fields of economics and epidemiology to answer the overarching research question: whether and how the dynamics of a child’s health and skills, enhanced by successive nationwide school reforms, translates into various later-life outcomes. Economists have recently shown that public health interventions in early life substantially boost an individual’s earnings in the long term, albeit have not investigated how these effects emerge. Moreover, epidemiologists have found that body size, growth and disease history at school ages are strongly associated with health in adulthood. DYNAMICS investigates how the interplay of school health, nutrition, and education reforms as well as the event of WWII, which uniquely overlapped in Denmark, affected children and how it formed their health and well-being in adulthood. It combines the most recent advances in research through the University of Southern Denmark’s expertise in health dynamics and advanced econometric methods, the University of Copenhagen’s expertise in life course epidemiology, my research experience with individual data and early-life effects, and the richest data on Denmark. This project will not only create societally important cutting-edge knowledge in applied microeconomics but also immensely broaden my international network and provide important transferable skills for future success.


**Keywords:** school-based health intervention,  human capital formation,  long-term socioeconomic effects,  dynamic interactions
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 the overall concept, methodology and approach for the project 'Passive Isolation Condenser' (PIACE).

assistant: **Concept**

PIACE has the main objective to support the technology transfer from the research to industry in the area of safety of nuclear installations. An Innovative Decay Heat Removal System for nuclear reactors, presently under technology validation in relevant environment (SIRIO facility), will be scaled-up to achieve a system prototype demonstration in operational environment, relevant for LFRs/ADSs and LWRs.


**Keywords:** nuclear safety, passive isolate, LFR, ADS, LWR
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 'A new family of heterogenised mesoporous organometallic catalysis for shape and stereo selective reactions', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

Porous catalysts are of great importance in the chemical industry. However, as the conventional materials employed are mainly of microporous nature, only very small molecules can diffuse into their pores and reach the catalytic sites. This represents a severe limitation for the fine chemicals industry (e.g. pharmaceuticals) as there the compounds of interest are predominantly large molecules. Hence, there is great interest in, and a considerable economic advantage associated with, developing catalysts with larger (meso-) pores.  In preliminary experiments a major discovery of a new family of mesoporous organometallic catalysts has been made. This allows the application of some known zeolitic transition metal catalytic chemistry to large molecules as well as the development of new materials for use as solid chiral catalysts with the potential to develop new, and/or significantly re-shape existing, industrial processes.  In particular, monometallic and bimetallic organometallic species atomically dispersed (anchored and tethered) on the inner walls of mesoporous MCM-41 materials (pore size ca. 30 A diameter) are to be characterised structurally by X-ray absorption and solid state nuclear magnetic resonance spectroscopies, and catalytically by GC/MS techniques. Additionally, they are to be synthetically optimised for shape- and stereo-selective catalytic reactions, such as oxidations, epoxidations, oligomerisations and hydrogenations as well as enantiomeric separations.
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 AI assistant using proprietary unsupervised algorithm(s) to automatically analyse large volumes of complex data to detect anomalies and recognize patterns in real time', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Streem.ai is an AI anomaly detection tool for large volumes of time series data in real time. Its unsupervised machine learning enables identification of “new anomalies” without the need for annotated data.Our unique selling point is that Streem.ai identifies outliers and unusual behaviour using algorithms that are selected through our proprietary benchmarking algorithm. As a result, our users can benefit from an up to 85% reduction in time spent on data analysis, analysis of 100% of the available data and improved detection rate of previously unknown anomalies.The gap between the rate at which data is being collected and how fast it can be analysed is increasing exponentially, contributing to business insight latency amongst analysts and engineers in sectors as varied as manufacturing to healthcare. E.g. in the automotive industry, anomalies that go undetected can result in defective components going unnoticed until after market launch. In 2016 alone, defective components cost the car industry a record $22 billion through car recalls. The market size for testing in the automotive sector is now expected to grow at a CAGR of 5.02% from €15.9B in 2017 to €24.3B in 2023.Given the COVID-19 pandemic that the world is facing, Streem.ai’s core technology can aid with more quality and efficient virus testing by monitoring diagnostic machines and analysing test results to identify patterns for research. One of our successfully completed pilot projects was with Roche diagnostics, the project involved monitoring the Analyzer machine data. This project is being undertaken by Streem.ai GmbH based in Berlin. The CEO & one of the co-founders previously founded Plastelina which peaked 1.5m unique monthly visitors in 2000 representing 0.6% of all internet users then. The team has 12 emp
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Draft the 'Objectives and Scope' section of a Horizon 2020 proposal for the project 'QUantitative Imaging Biomarkers Medice'.

assistant: **Objectives**

QUIBIM Precision® is the first imaging biomarkers analysis platform in the cloud presenting innovative whilst extremely useful characteristics for the sector: 1) Automated analysis of imaging biomarkers (results are ready just within minutes) with the best accuracy and reproducibility; 2) Medically certified: QUIBIM are medically valid to scientifically support decision making; 3) Open to any physicians: Optimized User Interface (UI), user experience (UX) and imaging analysis functionalities 4) Cost-effective: QUIBIM helps reduce costs of medical testing and misdiagnosis, especially from specialists as each report costs 45€. QUIBIM allows any physician to make more accurate diagnosis by providing additional information extracted from the same imaging sample (tomography, radiology…) already acquired. Our technology based on machine learning and image processing algorithms scout the image and compare it to similar images in our database with known ground-truth diagnosis, based on patterns not obvious to a human eye.Regarding out target market: According to WHO , the total supply of physicians worldwide is estimated in 12,7 million. Our priority markets, America and Europe, accounts for 65% (8,26 million physicians) and present the highest level of health expenditure in the world. Within physicians, 43% are General Practitioners and 57% are specialists . Considering specialists, only,  the resulting target market size is 4,70 million specialists. We forecast to generate revenues above €40 million in the 5th year of sales. In terms of employment, we expect to generate a minimum of 80 jobs (+120 to 180 indirect) by that same year.  For Phase 2 we estimate a total budget of 1 Million Euros in 20 months. After this stage, private investment will be negotiated (Phase 3). We aim
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 'Assessing the genetic and clonal diversity of eelgrass zostera marina l. with modern molecular tools' demonstrating excellence, impact and implementation quality for a Fourth Framework call.

assistant: **Abstract**

Research objectives and content This research proposed will explore the genetic structure and diversity in populations of the coastal angiosperm Zostera marina L. to address the following basic questions: (1) What is the clonal structure and diversity in eelgrass? (2) What are the patterns of genetic differentiation through variable spatial scales (10s of m to 10,000 of kms)? (3) How much gene flow occurs over a range of geographic distances? 4) How is genetic differentiation correlated with fragmentation and size of subpopulations (patchiness)? To answer these questions, I will use a combination of field sampling in natural populations and laboratory work. The main emphasis of the training grant will be to develop molecular markers, in particular microsatellite loci (=msat), and their associated primers for PCR-amplification. Msat loci are likely to overcome previous limitations in resolution by traditional techniques (i.e. isozymes). In addition, they represent true, codominant alleles. Seagrass research has centered around environmental parameters controlling plant distribution whereas population genetics has seldom been considered. The project will bridge this gap for populations of Z. marina, a very valuable but threatened community forming plant of European temperate coastlines which provides nurseries for many fish and molluscs, prevents erosion and improves water clarity. Training content (objective, benefit and expected impact) The training will enable the applicant to perform detailed population genetic studies in angiosperms in general, and broaden his research amplitude. The proposed research will develop microsatellite loci for the detailed study of genetic structure of a coastal marine plant. In the near future, msat markers will allow resolution of many q
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 Seventh Framework proposal on 'An integrated ecosystems approach to the design of safer nanomaterials for a nano-enabled society'.

assistant: **Innovation**

Nanotechnology is a rapidly evolving enabling technology with the potential to revolutionise modern life. However, an increasing body of scientific evidence would suggest that some materials in their nano-form may induce harmful biological or environmental effects through a variety of potential mechanisms, not all of which are fully understood or quantified as yet.  A key confounding factor is that nanomaterials (NMs), unlike conventional chemicals, are highly affected by their surroundings, transforming chemically, agglomerating, and/or acquiring an evolving coating of environmental or biological macromolecules, which provides them with an “environmental” identity that is derived from their initial “synthetic” identity.   Factoring this context-dependence into assessment of the fate, behaviour and impacts of NMs is essential to move forward in terms of ensuring the safe implementation of nanotechnologies, and to facilitate the widespread application of NMs in environmental applications and for the improvement of ecosystems services, i.e. the processes by which the environment produces resources utilised by humans such as clean air, water, food and materials.    The aim of the EcofriendlyNano proposal is to resolve a key bottleneck in the commercial application of NMs, by re-framing the entire approach to safety-by-design as a value chain issue focussing on recovery and recycling of NMs, and understanding where additional value-add can be obtained via boosting ecosystems services such as soil, water and food quality.  The overall goal is reduce considerably the currently regulatory uncertainty regarding NMs, which is more costly to industry than increased regulatory testing due to the difficult of evaluating (quantifying the cost of) uncertainty and the cost associated
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 'Development of a novel high temperature resistance thermometer for monitoring and controlling industrial processing of high performance materials' will create measurable scientific, societal and economic impact aligned with Fourth Framework.

assistant: **Impact**

COMPARING OBJECTIVES* A design of a MoSi2 resistance thermometer, several designs have been tested. So far none of the thermometers have survived the high temperatures. Surprisingly, present thermometers appeared not to survive treatments that are similar as in the earlier project where such treatments were survived. Hypothesis on the cause of this failure based upon comparison of conditions in the earlier project and in this project, the thermometers design was amended and at present (time of writing this T.I.P.) such thermometers are being tested.* A durable, strategic co-operation of several partners in Europe Several designs have been tested but did not survive the required pre-use heat treatment. The partners representing the industrial users of the thermometers could not test a thermometer. This project could therefore not lead to the co-operation that was envisaged in the project plan. A durable co-operation was however established between the research parties and contacts are continued to exist (at a lower level than planned) awaiting a possible solution to the problems.* Knowledge transfer: In WPA knowledge has been exchanged between the partners. Partners were all involved in the design of the thermometer which led to thermometer requirements that are to be met by this thermometer: in terms of (amongst other) heat treatment, dimensions and mechanical ruggedness and electrical data analysis.COMPARING DELIVERABLES1. To be a replacement of base metal K and N-type and noble metal S and R-type thermocouples; measuring range: 1000 °C to 1500 °C (or possibly up to 1800 °C); At present the aim of a thermometer cannot be to range up to 1500 °C as the thermometers proved (so far) not able to withstand the temperature.2. Measuring uncertainty as follows from a calibratio
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 'Tailormade high performing liquids - enabling competitive and sustainable growth (TAILORLIQUID)' to be submitted under Sixth Framework.

assistant: **Abstract**

The objective of this project is to promote an easy development of chemical liquids formulations (such as cleaning solutions, automotive care products, paint, pharmaceutical and food formulations etc.), mainly for formulation industries in order to secure competitive and sustainable growth for SMEs.This requires an expansion of the fundamental knowledge within the field. By systematically varying process and product variables by combining the two concepts high throughput screening (HTS) devices and t he concept of surfactant affinity difference (SAD) using multivariate data analysis a number of commercial and Industrial benefits will be targeted, such as:(i) Rapid time to market for new novel products and processes, enabling custom made solution s. Rapid transition between discovery, development and implementation.(ii) Minimizing manufacturing costs by an optimum choice of ingredients in the formulation, also involving alternative raw material feed stocks (environmentally acceptable), additive packages.The strategy is to build an easily accessible knowledge base of properties and functions enabling for example an easy implementation of renewable components for use in chemical formulations, which can be used by SMEs. Positive results produced within this project will definitely allow substantial changes within the targeted industrial fields. The HTS and SAD concepts themselves are not the main goal, but combined they will constitute a toolbox for dramatic enhancements. TAILORLIQUID will make it possible to change the product easily on demand.TAILORLIQUID will provide a toolbox of knowledge for a sustainable development as well as the quality of life. The SME has to meet increased demands for high quality products, continuous innovation and technological adaptations, as 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: Draft the 'Objectives and Scope' section of a Fourth Framework proposal for the project 'Bicopper complex jellies and thermoreversible gels'.

assistant: **Objectives**

In the past two years, it has been studied jellies" obtained from the solutions in organic solvents of a binuclear copper complex. The molecules of this complex tend to pile up and form threads that eventually behave as polymeric chains. There is, however, a main difference in that the columnar aggregates of the complex can break and reform at will unlike covalent polymers. These threads are thus "living" polymers. It has been recently observed that above a well- defined temperature the plateau modulus drops very rapidity. These results have been interpreted by considering that, in addition to columnar aggregation, lateral aggregation occurs between threads, thus leading to the formation of a physical gel with a fringed- micellar structure. Also, it has been observed that the solvent plays a role at the level of the mechanical properties. The research project is twofold: 1.- To study the effect of solvent type and of the lateral group of the complex on the propensity of forming either genuine jellies or thermoreversible gels. 2.- To investigate the effect of a dispersion of these complex molecules into thermoreversible gels of covalent polymers. "