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 the novelty, innovation potential and advance beyond the state of the art for 'SUSTAINABLE WEED MANAGEMENT IN AGRICULTURE WITH LASER-BASED AUTONOMOUS TOOLS' (WeLASER).

assistant: **Innovation**

A growing global population demands increasing food production, which requires increasing use of pesticides and fertilizers. About 130 million tons of herbicides per year are used in Europe alone that persist in the environment, destroy non-target plants and beneficial insects for the soil and produce health effects in animals and humans –cancer, birth defects and endocrine disruption. Moreover, existing herbicides become more and more ineffective due to the evolution and spread of herbicide-resistant weeds. Substitution of herbicides by mechanical automatic systems is under study, but mechanical solutions contribute to deteriorate the soil properties, harm beneficial soil organisms and provide poor results for in-row weeding.WeLASER solution focuses on non-chemical weed management based on applying lethal doses of energy on the weed meristems using a high-power laser source. An AI-vision system discriminates crops from weeds and detects the position of the weed meristems to point the laser on them using a laser scanner. An autonomous vehicle carries these systems all over the field. A smart controller coordinates these systems and uses IoT and cloud computing techniques to manage agricultural knowledge. This technology will provide a clean solution to the weeding problem and will help to decrease significantly the chemicals on the environment. The required technologies for building this system and the number of actors needed to push it close to market demands the participation of ten experienced groups not easily found at the national level. Moreover, the cost of this high-technological equipment exceeds the funding levels of national organizations and claims the collaboration of large governmental institutions. Thus, with the EC help, WeLASER will put to work a large
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 'Investigation of growth factor production essential for the development of human hematopoietic stem cells - 'hsc' - from muscle precursor cells' (1994-1998) targeting Fourth Framework.

assistant: **Abstract**

Research objecuves and content Among manv limiting elements of current protocols of somatic gene therapy, the delivery of growth factors that are essential for the proliferation of hematopoietic stem cells (HSC), is an important aspect. The aim of this training project is to establish an improved animal model for the development of human HSC. I propose to deliver via muscle cells, growth factors that are important for HSC development. I plan to construct genes for the production of growth factors under tetracycline inducible regulatory promoters. The constructs will be transformed into conditionally immortalized muscle precursor cell lines developed in the host lab. These cells nvill be reimplantated into the limbs of mice to form normal muscle cells with the capacity to deliver growth factors. The growth factor production of these muscle cells will be tested in vitro and in vivo Training content (objective, benefit and expected impact) My hostess Dr. Jenny Morgan. who works in the muscle cell biology group in London. headed by Dr. Terry Partridoe. established the lines and the culture conditions for the myogenic precursor cell lines. the experimental transformation conditions and the graft methods. Durino my training period. I will learn these skills and after vards return to Giessen in order to establish these methods in the home institute. Links with industry / industrial relevance (22) The results obtained durina this training period will be important for establishing an animal model that supports the development of human HSC with the production of essential growth factors. The engineered mice can be profitable to the industry as well as academic community for further studies of HSC with respect to gene therapy of human lymphapoietic disorders.
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 'Wafer-scale, CMOS integration of photonics, plasmonics and electronics devices for mass manufacturing 200Gb/s non-return-to-zero (NRZ) transceivers towards low-cost Terabit connectivity in Data Centers'.

assistant: **Innovation**

The goal of the PlaCMOS project is to develop and demonstrate the next generation optical-electronic CMOS platform that will enable transceivers capable of real-time communication with data rates exceeding 200 Gb/s. To achieve this goal the PlaCMOS platform will be based on the latest bipolar CMOS (BiCMOS) technology and will be cointegrated with a ferroelectric plasmonic and SiGe detector technology.  By exploiting plasmonics rather than photonics PlaCMOS will not only be able to extend the bandwidth far beyond 100 GHz but also reduce the footprint of the photonics device to the micrometer scale. To demonstrate the technology, a single channel 200 Gb/s non-return-to-zero (NRZ) transmitter and receiver pair will be implemented. To further show the scalability an ultra-compact 4 x 50 Gb/s transceiver directly interfacing a multicore optical fiber will be implemented and tested for temperature stability beyond 150 degree Celsius. And while the project goes far beyond the current state-of-the art, the approach is not speculative but is substantiated by recent experiments performed by the members of the consortium that indicate that both electronic and photonic limits can be stretched beyond the current limits. To this end a team with complementary skill sets from both industry and universities – all with outstanding track records in the field – have committed to address the needs outlined in current roadmaps for data communication. This project will demonstrate the capabilities of the technology for a single exemplary field of applications. Yet, the project has far wider implications with applications that go beyond the field of communications.


**Keywords:** 200 Gbps, tranceivers, plasmonic modulators, BiCMOS technology, ferroelectric materials, wafer-scale integration,
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 ground-breaking biomolecular production platform for safer, more efficient and sustainable pest control and crop health management', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

LIPOFABRIK is an innovative start-up from the University of Lille, specialized in the production of biological molecules with application in the phytosanitary, food, cosmetic and medical cleaning markets. Our specialised team of researchers has developed and patented a production methodology for mycosubtilin, a bioactive lipopeptide produced by Bacillus subtilis with demonstrated antifungal and stimulating effects in several crops. Since 2013, LIPOFABRIK holds exclusivity on this patent, focused now on its market exploitation and IP portfolio expansion.LIPOFABRIK has invested over 5 years and €2.18 million in the development, validation and business preparation of mycosubtilin for application as biopesticide and biostimulant. We have demonstrated the safety, efficiency and effectiveness of mycosubtilin against fungal infections in open field and greenhouses, reporting the superior efficacy in several peer review publications. We have a lipopeptide production plant in pilot stage, yielding 50 kg per year. In views of the ongoing market demand, regulatory requirements and unmet needs faced by manufacturers of plant protection products, we aim to industrialise our production line responding to the market demand at a cost-efficient price. LIPOFABRIK aims to produce at quantities 10 times higher, with prices 5 times lower and higher purity than competitors offer.This project aims to overcome the current market shortage on lipopeptides, industrialising our proprietary formulation and process to be aligned with the voiced demand. Upon completion, we will operate the first industrial lipopeptide production plant in Europe, providing a sustainable and cost-efficient solution for natural plant protection. Our proprietary biopesticide ingredients will be sold at a competitive pric
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 'Development and application of environmental Life Cycle Impact assessment Methods for imProved sustAinability Characterisation of Technologies' under Seventh Framework.

assistant: **Concept**

LC-IMPACT is a 3.5-year project and its main objective is the development and application of life cycle impact assessment methods, characterisation and normalisation factors. Impact from land use, water use, marine, mineral and fossil resource use, ecotoxicity and human toxicity, and a number of non-toxic emission-related impact categories will be considered in LC-IMPACT. First, new impact assessment methods will be developed for categories that are not (commonly) included in life cycle impact assessments and categories for which model uncertainties are very high, i.e. land use, water exploitation, resource use, and noise. Second, LC-IMPACT will provide spatially explicit characterisation factors based on global scale models for land use, water exploitation, toxicants, priority air pollutants, and nutrients. Thirdly, parameter uncertainty and value choices will be assessed for impact categories with high uncertainties involved, such as ecotoxicity and human toxicity. Fourthly, ready-to-use characterisation factors will be calculated and reported. Fifthly, normalisation factors for Europe and the world will be calculated for the impact categories included. Sixthly, the improved decision support of the new characterisation factors and normalisation factors will be demonstrated in the context of the following three case studies: i) food production (fish, tomatoes, margarine), ii) paper production and printing, and iii) automobile manufacturing and operation. Finally, verification and dissemination of the new life cycle impact assessment methods and factors will be done by a portfolio of actions, such as stakeholder consultation, a project website, workshops, course developments, and training of user groups. In short, LC-IMPACT will provide improved, globally applicable lif
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 'Implementation of sustainable heat upgrade technologies for industry' to be submitted under Horizon Europe.

assistant: **Abstract**

SPIRIT (Implementation of sustainable heat upgrade technologies for industry) will demonstrate three full-scale (>0.7 MWth) industrial heat pump systems that upgrade industrial waste heat to valuable temperatures (135-160°C). The demonstration covers sites in the paper & pulp and food & beverage industry, covering 63% of the potential high-temperature heat upgrade market. SPIRIT achieves technology scaling by designing modular heat pumps with standard components covering a large portion of the industrial heat upgrade market. The standard components allow a straightforward and cheaper manufacturing, thereby achieving improvement in economic performance. Compared to regular heat pumps, technical performance improvements of 30% are validated with advanced working fluids (zeotropic mixtures). SPIRIT will develop standard heat pump integration methods for industry to allow easier integration. New business models and contractual agreements for upgrading heat technology are developed considering single and multi-stakeholder environments, mainly through considering heat as a service. To ensure sufficient capacity is available to carry the innovation of SPIRIT, a competence framework is developed to identify which skills are needed (and missing) in the market. The missing skills are used as input for two summer schools, where SPIRIT will educate and train engineers, maintenance staff, and other critical enabling stakeholders. The learnings from the demonstrations, market analysis, technical and non-technical barriers analysis are captured and communicated to raise awareness of the challenges and benefits of heat pumps in the industrial sector. SPIRIT has a strong partnership consisting of technology suppliers, end-users, knowledge providers, business and market experts, and diss
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 'Promoting Green Nudging for Sustainable Agriculture and Forestry' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

PRUDENT aspires to change the way agriculture and forestry systems currently operate and to accelerate the transition to sustainable agriculture and forestry practices and smart farming technologies. The project will identify and evaluate the most effective green nudges, in the context of appropriate behavioural and experimental settings, that can enable farmer/forester behavioural change to more sustainable agriculture and forestry. Nudges will be also tested in natural contexts to evaluate the interactive effect of nudges with actual policy changes in the transition to sustainability. Innovative nudging tools, in the form of web/mobile apps, will be employed to boost farmer/forester self-regulatory capacity and enhance the durability of nudging effects. Four different systems, representing major farming and forestry systems in Europe (arable crops [wheat], perennial crops [grapevines, apples, olives], livestock [bovines] and forests [boreal forests]) in various EU regions (Northern, Southern, and Central Europe) will be studied to account for the heterogeneity of farming/forestry systems and contexts in the EU. The behavioural insights are used to develop transformative pathways, via social innovations, business models and policy recommendations, to encourage transition to fair, healthy and environmentally-friendly agriculture and forestry systems. PRUDENT will provide a set of social innovations and business models establishing roadmaps for a shift towards sustainable agriculture and forestry and will develop a series of policy recommendations and tools to foster behaviourally informed policy design and implementation. Throughout the project's lifespan, multiple value chain actors, at various levels of society, will actively participate in co-creation activities to e
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 'Ecological and highly efficient systems and equipment for electromechanical energy Conversion' (EESEMC) targeting Fifth Framework.

assistant: **Abstract**

The proposed CoE project has the following general objectives: to allow the proposing institution to improve its research capacity as an internationally recognised educational and research centre in the area of electrical machines and electrified transport; to increase the sustainable development in all the activities-research, teaching at university level and training; to create basis for enlarging involvement in EU research programmes, mostly within FP6; to organise or re-establish network activities with EU and NAS leading partners and to establish closer contacts with industry, railway and urban transport companies for technology transfer, research and study works.In order to achieve the above mentioned general objectives the following specific activities are planned to strengthen the international position of CoE in EU and NAS, increasing of education and research effectiveness as well as orientation of CoE works towards market, industry and local societies.
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 'Concept and Approach' section for a Fourth Framework proposal on 'Development of an automated identification and sorting system for laundries'.

assistant: **Concept**

Activities in the laundry sector cover washing, steaming and repairing of personal, industrial, medical and recreational laundry. Main bottleneck in the current laundry process, is the manual selection of different types of laundry. This means a high labour intensity; relatively high fault sensitivity and no optimal use of capacity, equipment and transportation. To improve this situation, automation and mechanisation of the process is proposed. On top of this, companies are confronted with increasing external pressures: changing customer demands, stricter environmental legislation, increasing need to improve labour conditions, increasing competition of competitive products and services. To be able to cope with these factors, to reduce costs and to be able to operate in a competitive way, there is a need to automate the sorting steps of the laundry process. Recent progress in identification, recognition and sorting technologies, opens up the way for the development of an automated laundry system. The general goals of proposed project: - quality improvement, time and costs saving through reduction of sorting faults - optimal use of capacity through reduction of rewash and optimal logistics - achieve high flexibility to meet changing customer demands and changing workforce - improvement of insight in the process and of the labour conditions These goals are to be achieved by: - development of an identification, recognition & sorting system (hardware & software), based on state of the art chip technology - development of handling equipment, aimed at processing professional clothing (overalls, etc.) - development of training programmes to effectively apply the new system in laundries - actual implementation of the new system The proposed projects consists of four major parts:
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 'Mechanics of ESCRT-III mediated membrane scission', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

Cellular processes such as cytokinesis, the budding of enveloped retrovirus (e.g. HIV-1), and multivesicular biogenesis have direct links to several human diseases including carcinogenesis and neuro-degeration etc. While seemingly unrelated, these processes all involve membrane abscission for generating two newly formed membrane bound structures - a process aided by the cytosolic proteins collectively termed ESCRT-III. Understanding these processes for therapeutic intervention has so far focused on identification of the factors involved, their structures, and the interactions between them. However, given that membrane-abcission is the key event in all these processes, the mechanics of membrane scission cannot be neglected. Due to fast and highly localised transformations, protein mediated membrane remodelling in general has proven difficult for quantitative mechanistic scrutiny (perhaps with the single exception of dynamin which, unlike the ESCRT-III, acts from the outside of a membrane neck). In humans ESCRT-III members are called CHMPs. Major advances have been recently made in (i) determination of polymeric structures formed by human (yeast) CHMP4 (Snf7), CHMP3 (vps24) and CHMP2A; (ii) membrane splitting activity has been attributed to the sequential binding of the yeast proteins vps20 (CHMP6), Snf7 and vps24, (iii) vps2 (CHMP2), which binds vps24, recruits a AAA ATPAse vps4 which then recycles the membrane bound ESCRT-III.  Several models have since been proposed where protein polymers constricting the membrane neck for fission is the common theme. However, there is considerable debate over the essential molecular mechanism of the process. Therefore, I will address: 1. How do CHMP2, 3, 4 and 6 assemblies form on membranes and dissociate in a VPS4 dependent manner? 2