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 executive summary for the EU project 'Development of a special heat chamber for baked goods' (1998-2002) targeting Fifth Framework.

assistant: **Abstract**

The objective of the proposed research project to develop a new and innovative heat chamber for keeping ready baked goods even more fresh and for storing them under particular consideration of energetic and technical aspects. Basic theoretical studies have shown that the storage of baked goods under defined environmental conditions such as controlled atmosphere, temperature etc. is technically realisable. The HEBAGO system to be developed is mainly characterised by a new and innovative heat chamber integrated into an existing baking process. It is installed directly after the oven and thanks to heat recovery by employing the warm exhaust air from the oven, no extra heating energy is needed. After baking, the bread is immediately transported into the heat chamber and stored under a controlled atmosphere depending on the product. The advantages of the proposed HEBAGO system are: Storage under controlled atmosphere; Increased flexibility and availability of a broad range of fresh products and the levelling out of production peaks; Effective improvement of the degree of freshness due to no starch retro gradation; thus stopping or slowing down of the ageing process is possible; 24-hour availability of fresh baked goods in answer to extended store open
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 'Sparsity-guided Efficient SMT-solving for Program Verification' will create measurable scientific, societal and economic impact aligned with Horizon Europe.

assistant: **Impact**

Satisfiability modulo theories (SMT) is a ubiquitous framework in modern software verification. It can express a significant number of classical program verification tasks, e.g. invariant generation, reachability and pre/post-conditions, in complex programs with arrays, pointers, real/integer variables, and user-defined data structures. State-of-the-art SMT solvers, such as cvc5/Z3, form the backbone of modern verification suites.Unfortunately, SMT-based verification methods are far from perfect in terms of scalability. They are especially slow when the desired property depends on a large portion of the program, such as a function with hundreds/thousands of lines. A primary reason is that solvers are designed for *general-purpose* constraint-solving. When a program analysis tool, such as Boogie, reduces a verification task to SMT and passes it to a solver, such as Z3, the solver has no knowledge of the original program or any of its structural and sparsity properties that are inherited by the SMT instance. Thus, it spends significant time exploring unpromising solution paths or applying unproductive heuristics.In this project, we will exploit the structural sparsity of programs to design faster bespoke SMT-solving algorithms for software verification tasks. It is well-known that control-flow graphs of structured programs are sparse and decomposable. Formally, they have bounded treewidth/pathwidth. Thus, one can successively find small cuts that decompose the graphs into parts of a small size. The idea is to guide the SMT-solver with a promising approximation or decision order based on these decompositions. This is because the SMT instance inherits the sparsity and structure of the underlying program. Thus, it can be decomposed into small parts by successively solving lo
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 'Development of a special technology for manufacturing of filtering tubes for water extraction (with an optimal energy bilance)' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

Development of a special technology for manufacturing of filtering tubes (preferably fine steel) for water extraction from big depth with regard optimal energy bilance and minimal exploitation of resources. This comprehends the development of special manufacturing machinery depending on the developed technology. The filtering tubes shall be made by non cutting shaping of drawn material (fine steel wires with suited profile). The winding wire will be fed around axial supporting bars in a defined, adjustable distance. All points of intersection will be welded. The filter splits can vary by the defined distance of winded wire depending on the geological conditions (grain size).
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 Horizon 2020 proposal on 'In vivo histology using femtosecond laser multiphoton tomograph for the early diagnosis of skin cancer and corneal diseases while simultaneously reducing Europe’s health care costs'.

assistant: **Concept**

1.3 million – this is the sad number of Europeans dying each year by cancer. JenLab, high-tech company from Germany, has therefore developed an innovative novel diagnostic medical device (TRL 7) based on femtosecond laser radiation for immediate, non-invasive early diagnosis of cancer, particularly skin cancer, within seconds and with ultra-high resolution depicting even subcellular level. This is also true for early detection of ophthalmic diseases which constitute a major burden for Europe’s society –knowing that one European in every 30 is expected to experience sight loss. In addition to intratissue cell imaging, JenLab’s technology is able to measure metabolic processes giving information about diseases even before they become visible – increasing therapy success by early detection and continuous monitoring. Moreover, the technology is applicable for imaging each tissue without labelling but using endogenous biomarkers. Outcome of the business innovation project is an miniaturised, certified and by clinical study validated ultracompact, flexible, fast multiphoton tomograph for dermatologists and ophthalmologists, representing an European market potential of EUR 11.4 bn. Particularly by its quick and reliable (using 4 different modes of diagnostic) way of diagnosis it meets user needs while simultaneously reducing Europe’s continuously growing health care costs. The business project is in line with JenLab’s philosophy of saving lifes and of facilitate healing as well as it is in line with JenLab’s strategy of developing and producing novel solutions for early diagnosis of life threatening and/or serious diseases.
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 'Spin effects in transport through magnetic nanostructures in the Kondo regime' will create measurable scientific, societal and economic impact aligned with Seventh Framework.

assistant: **Impact**

The unavoidable limitations of further miniaturization of electronic circuits stimulate the search for new information and storage technologies. Spintronics is one of the major new directions that emerged in recent years - it aims at using the additional degree of freedom, namely the spin, to store and process information. One of the most promising candidates for future spintronics devices are nanostructures such as molecules and quantum dots. However, in order to exploit such devices in spin nanolelectronics, it is crucial to fully understand their behaviour and properties. The main objective of this research project is to gain further insight into spin-resolved transport properties of complex quantum dot and molecular structures coupled to leads exhibiting either ferromagnetic or superconducting correlations. The emphasis will be put on the strong coupling regime, where electronic correlations lead to the Kondo effect. In particular, the considerations will include the analysis of the SU(4) Kondo effect in double quantum dots and carbon nanotube dots and thermoelectric effects in spin-resolved transport through Kondo quantum dots and molecules. The transport characteristics of hybrid quantum dots, in which one of the leads is ferromagnetic while the other one is superconducting, will be also considered. All these nanostructures have become particularly interesting in view of recent experiments. The calculation of transport properties will be performed by using the numerical renormalization group methods with state-of-the-art improvements – these are known as the most powerful and exact methods to address transport through quantum dot and molecular systems. The results obtained will provide new insight and understanding of current and future experiments on transport 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: Write the 'Expected Impact' section for the project 'Comparison between beans of enriched nitrifying cultures immobilized on solids surfaces and incorporated into gel matrix in airlift reactors' (1994-1998), addressing dissemination and exploitation.

assistant: **Impact**

The main objective of this work is to compare the evolution of the metabolic activity of pure or enriched culture of nitrifying bacteria immobilized by two different methods: spontaneous attachment on solid surface and incorporation in alginate beads. Special attention will be made on the comparison of nutrient diffusion in these two biofilms, on population dynamics and on the changes of biofilm morphology. To obtain these objectives the research work is divided in four parts: (1) Preparation of nitrifying biofilms which consists on isolation of strains of nitrifying bacteria, characterisation of its specific activities, bacteria fixation on solid supports, incorporation of bacteria in alginate beads. Choice of appropriate gel matrix characterised by high mechanical stability and low diffusion limitations. (2) Development of new methods to study diffusion limitations, fixed bacteria activity, population dynamics and spatial distribution of bacterial strains. This task will evaluate the influence of process conditions on multispecies bacteria population dynamics. In particular, a better understanding is sought of the competition between autotrophic and heterotrophic bacteria and their influence on reactor design and operation This specific research topic includes mass transfer study and evaluation of the mass fraction of active cells in the biofilm and its spatial distribution. (3) Operation of the two biofilms in air-lift reactor and study of the evolution of biofilm properties and activities in comparison with the innoculum properties. The studies will be carried out in a new reactor, the Circulating Floating Bed Reactor, developed in the CIRSEE. (4) Verification of the pertinence of this methodology at industrial scale for expertise of nitrifying biofilm in wastewater
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 Europe proposal for the project 'Ecological Sentinel'.

assistant: **Objectives**

The EcoSentinel project envisions a groundbreaking transformation in our relationship with nature to address pressing global sustainability challenges as biosphere integrity degradation, fostering a harmonious coexistence between technological innovation and environmental conservation; culminating in a community of Ecological Sentinels (EcoSentinel). Specifically, EcoSentinel leverages the biological processes and the resilient nature of living plants to give them the necessary means (i.e., energy harvesting and electromagnetic signal propagation) to become self-sustained digital nodes of a network able to autonomously monitor themselves. This revolutionary approach aims to enhance our capacity to safeguard forests and other ecosystems. The EcoSentinel technology will introduce a carbon-negative wireless communication system, powered by the ecosystem itself, enabling environmental monitoring to prevent and mitigate critical events such as wildfires and biodiversity loss.The EcoSentinel project proposes a new form of plant-plant interaction by elevating it to a digital level. By enhancing plants’ interconnection through cybernetical implants, we embark on a path to digitally transform the greenery. This unprecedented approach aims to establish a novel wireless plant-based communication system, using plants as natural antennas, uniquely powered by the integration of plant-microbial electricity generation seamlessly blended into the vegetation.


**Keywords:** plant-based communication system; plant as antenna booster; plant energy harvesting;
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 Horizon 2020 proposal on 'Reinventing the liquid waste disposal process'.

assistant: **Concept**

The treatment of sewage sludge, the by-product generated during wastewater treatment, represents one of the biggest problems for small and medium sized wastewater treatment plants (WWTPs), due to the adoption of stringent rules towards resource valorization and the minimization of adverse effects on the environment. Besides it entails high costs (CAPEX and OPEX) for the plants. This situation is pushing WWTPs to seek urgently for cost-efficient, ecological and clean disposal solutions for their sewage sludge.TreaTech, a Swiss based private company, has developed a unique sewage sludge treatment technology – A catalytic hydrothermal gasification (HTG) system - that can convert different types of liquid wastes that are typically incinerated or landfilled into useful products including biogas, clean water, and mineral salts, which can be further upgraded into various phosphorus-based products (e.g. fertilizers). TREATECH is disrupting the Wastewater Treatment market by providing a solution for sewage sludge treatment with 40% lower CAPEX, 50% lower OPEX, and 94% lower CO2 emissions than equivalent technologies while requiring 71% less space. Whereas anaerobic digestion converts sewage into renewable gas over a matter of weeks, our technology only requires a few minutes to generate up to 80% more renewable gas.The commercialization of our HTG units will have a great impact in the growth of our company, reaching €535 million of revenues, €126 million of profits and leveraging the creation of 36 new jobs by 2028. We expect to process 161,310 tons of sewage sludge disposal by 2028, reaching around 22% share of the Swiss market and 1% of the European market share.The implementation of our technology into the market, will contribute to reduce by 2030, 163,000 tons of CO2eq emiss
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 Fifth Framework proposal on 'Improving germ-plasm conservating methods for perennial european forage species'.

assistant: **Innovation**

There is an urgent need to regenerate seed stocks of conserved germ-plasma of European forage grasses and legumes, but lack of knowledge has prevented development of an agreed economically and genetically effective protocol. This project will obtain the knowledge required and will use the knowledge to establish protocol. Using a multidisciplinary approach and novel technologies, the partnership will undertake a comprehensive assessment of the genetic and economic impacts of the major alternative options. It will develop a cost-benefit model that will integrate all experimental results to identify the most appropriateotions. It will use the model to address the possibility of tailoring the seed multiplication protocol to suit different environments and economic constraints, and will draft a plan to optimise conservation at the European level, based inappropriate sharing of responsibilities between European organisations.
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 'RNA-based gene writing in human cells' goes beyond current state-of-the-art under Horizon Europe.

assistant: **Innovation**

CRISPR development has enormously accelerated genetic engineering principles, and precise methods to modify small alleles (such as base or prime editing) are now available. However, generating large genomic changes still presents enormous challenges. Large modifications, such as gene transfers, are performed generally with viral vectors, which have been associated with toxicities in the clinic, and often lack versatility needed for basic science experimentation. Newer CRISPR-based techniques for gene transfer suffer from significant efficacy and safety problems when used for large message writing.The overall goal of SCRIBE is to create new strategies for gene writing and define their molecular principles. These new writers will use RNA to both encode and transfer the message. The SCRIBE strategies will take advantage of the retrotransposon capacity for writing genes from RNA, and the precision of CRISPR in addressing specific sites of the genome. Thus, the find function will be dominated by CRISPR components, and copy-paste activity will be executed by retroelement components. To develop and optimize such a technology, we will use evolutionary analysis to select those retroelements with the highest activity and orthogonality, and modulate their message writing capacity by engineering their components. We will test various CRISPR and retrotransposon combinations, and adapt both of them to converge into a unified molecular machine. We will use artificial intelligence applied to protein design and a novel concept of synthetically oriented evolution to accelerate emergence of the new function. Finally, we will deploy new gene writing principles for RNA-based in vivo gene delivery.In sum, we will develop a new family of tools for engineering life. The real breakthrough will
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 'Autonomous Computing Artificial Cells' (AMIGA) targeting Horizon 2020.

assistant: **Abstract**

We propose an ambitious 5-year multidisciplinary program that seeks to pioneer and establish a fundamentally new paradigm in molecular information systems that is based on novel conceptual and experimental advances on the integration of DNA-based chemical reaction networks (CRNs) and semipermeable microcapsules, i.e. protocells. In AutonoMous computInG Artificial cells (AMIGA), we will establish a platform technology, based on molecular communication between interacting protocells, capable of revolutionary new modes of molecular sensing, computation and data storage/retrieval. Progress in this emerging field requires i) the development of computer-aided design (CAD) strategies to implement large-scale CRNs consisting of hundreds of components, ii) formulating suitable micro-substrates, such as droplets or vesicles, to spatially localize CRNs and ways to manipulate their interconnection and iii) strategies that allow direct recording of molecular operations onto a chemical storage medium such as DNA. We address these challenges via a comprehensive research program in which we implement large-scale, DNA-based CRNs by localization of components in interacting protocells resulting in distributed molecular circuits programmed to display advanced computational functions such as (i) asynchronous logic, (ii) integral feedback control and (iii) molecular pattern recognition. Combining protocell localization with recent advances in CRISPR base editors, we will construct an integrated system where molecular operations can write instructions on permanent memory storage elements. The developed methodology finds applications in emerging technologies aimed at using molecular circuits for in-vitro diagnostics and the use of synthetic DNA as a storage medium for digital data.


**Keywor