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 the 'State of the Art and Innovation' section for a Horizon 2020 proposal on 'Low Energy Toolset for Heterogeneous Computing'.

assistant: **Innovation**

Recently system integrators have dramatically increased their efforts in heterogeneous computing by integrating heterogeneous cores on die (ARM), utilizing general purpose GPUs (NVIDIA), combining CPUs and GPUs on same die (Intel, AMD), leveraging FPGAs (Altera, Xilinx), integrating CPUs with FPGAs (Xilinx), and coupling FPGAs and CPUs in the same package (IBM-Altera, Intel-Altera). Heterogeneity aims to solve the problems associated with the end of Moore´s Law by incorporating more specialized compute units in the system hardware and by utilizing the most efficient compute unit. However, while software-stack support for heterogeneity is relatively well developed for performance, software stack support for power- and energy-efficient computing it is severely lacking. Given that the ICT sector is responsible for 5% of global electricity consumption, software stack-support for energy-efficient heterogeneous computing is critical to the future growth of the ICT industry. The primary ambition of the LEGaTO project is to address this challenge by starting with a Made-in-Europe mature software stack, and by optimizing this stack to support energy-efficient computing on a commercial cutting-edge European-developed CPU-GPU-FPGA heterogeneous hardware substrate, which will lead to an order of magnitude increase in energy efficiency.


**Keywords:** Low-energy, heterogeneous HW, micro-servers, task-based programming model, dataflow, DSL, FPGA, smart cities, homes, machine learning, stream processing, distributed computing, resilience, security
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 'THE IMPACT OF DISCIPLINARY FUTURE SELF ENRICHED ELECTROMAGNETISM COURSE ON PHARMACY MAJORS’ ACHIEVEMENT AND AFFECT IN PHYSICS' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

High drop-out rates at university level indicate that students are not able to find what they expected at the university. It is a problem in many European countries. Reports from European Commission and universities, mentioned that relating the courses in their programs to e.g. the disciplinary future selves (DFSs) of the students is one of the solutions by enhancing students’ learning and affective states (e.g. motivation and interest). The DFS is defined as a future identity that one wants to establish by choosing a certain study program.Introductory physics courses in many undergraduate programs such as pharmaceutical sciences, are among the courses perceived as difficult and sometimes irrelevant. There were few attempts to relate physics courses to pharmacy majors. However, there was no study to reveal the effects of these attempts. Though there were attempts to relate introductory physics courses to life-science students which concluded that it is possible to influence participation in a course and students’ perceptions about the link between physics and biology.In order to explore the effects of the DFS-related physics instruction on pharmacy students’ achievement in physics and affective characteristics related to physics, a quasi-experimental research with control group will be conducted. The focus of the physics course is on Electromagnetism. Activities and materials related to electricity content will be developed to design the DFS-related instruction by reviewing the literature thoroughly, and conducting interviews with the course instructors, teaching assistants, pharmacy majors, and pharmaceutical sciences faculty members. The effectiveness of the instruction will be assessed with physics achievement test and the Affective Characteristics Questionnaire (bot
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 'NEW METHOD TO ACTIVATE STREPTOMYCES SECONDARY METABOLISM CRYPTIC PATHWAYS' (StrepCryptPath) targeting Horizon 2020.

assistant: **Abstract**

The aim of the StrepCrypPath is to test the industrial potential of a new approach to enhance Streptomyces secondary metabolism, discovered in our ERC-StG Strp-differentiation (280304) project. We discovered a pleiotropic regulator of differentiation and secondary metabolism in the S. coelicolor model strain. The S. coelicolor strain lacking this regulator is the first Streptomyces reported to produce secondary metabolites during its whole developmental cycle, including germination, the exponential growth phase and the stationary stage. S. coelicolor encodes 30 secondary metabolites, but only two are produced in high amounts under the culture conditions used in our lab. The expression of 15 secondary metabolite clusters (50% of the total), including 6 predicted to participate in secondary metabolite biosynthesis never observed in the lab (cryptic pathways), is activated/enhanced, in our mutant. The gene encoding this new regulator is highly conserved in Streptomyces. We will explore if the inactivation of the orthologues of this regulatory gene in industrial streptomycetes causes the same phenotype observed in S. coelicolor: secondary metabolism and cryptic pathway activation. We will create integrative conjugative plasmids harbouring antisense mRNAs to inactivate this gene. We do not expect that this method will enhance and/or activate all secondary metabolite clusters. However, if as it happens in S. coelicolor, we can activate/enhance 50% of the secondary metabolite pathways, including several cryptic pathways, in any streptomycete, we can revolutionise the screening for new secondary metabolites from streptomycetes.


**Keywords:** Streptomycetes, antimicrobials, antibiotics, secondary metabolites, microbial resistance, screening, pharma
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 'Metrics for object oriented developments' goes beyond current state-of-the-art under Fourth Framework.

assistant: **Innovation**

Parallax Group plc are a rapidly expanding concern with major focus in the application development arena. A commitment to quality and improved management of projects is a demonstration of the Parallax objectives and the organisation is moving swiftly through the process of gaining a full TickIt assessment as well as advancing through the Capability Maturity Model. We will also be changing our focus on process from the CMM to SPICE. The increasing number and complexity of projects managed by Parallax has emphasised the need to accurately predict time, cost and software quality. We believe that this is a challenge faced by most organisations in our business sector. Together with our associate contractor, The University of Warwick, we will attempt to identify and prove a set of metrics which will facilitate the choice of an Object Oriented methodology and accurately predict cost, time and software quality at project commencement.THE EXPERIMENTThis experiment has three clear stages. The first stage is to develop a set of metrics which we can use to describe and quantitatively predict the performance of the development process, when using an OO methodology, and the quality of the resultant software product. The metrics should also describe how re-usable the software is.The second phase will be the development of an application during which metrics will be collected and reviewed. The chosen project will be developed twice. One will be a normal development project at Parallax Group plc. This is the baseline project. We will choose a development taking about 18 man months over 6 months elapsed which has an OO analysis phase as well as an OO development. The second project will be a parallel development of the same functionality at the University of Warwick using Eiffel as a dev
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 'Exploring trichome development on tomato surface for natural insect resistance : Molecular characterization of a Lipid Transfer protein' (TriDeTo).

assistant: **Innovation**

Insects like whitefly are virus-vectors causing substantial crop losses worldwide. They gain resistance to current commercially available pesticides, which are harmful to the environment. Therefore, there is a clear need to integrate sustainable alternatives in crop protection. Wild tomato species have the capacity to defend themselves by producing a wide variety of natural defense compounds that have a toxic or repellent effect inside trichomes. Glandular trichomes are hair-like structures on the surface of green tissues of tomato for the synthesis and storage of specialized metabolites that exhibit insecticidal properties. From the site of synthesis in the plastid and cytosol these natural insecticidal metabolites need to pass barriers including the cell wall and cuticle, to be accumulated in a dedicated storage compartment. Contrary to the current understanding of insecticidal metabolite biosynthesis, little is known about the development and composition of these glandular trichomes though it appears to differ between cultivated and wild tomato.Non-specific lipid transfer proteins (nsLTPs) are known to transfer hydrophobic molecules (lipids) between membranes in plants. I hypothesize that a specific tomato LTP gene affects the formation of trichomes through binding of fatty acids and transport of lipids in the cuticle. I aim to study and discover the molecular mechanisms associated with the role of LTPs in trichome development and gland constitution characterizing LTP mutants (knockout and gland specific overexpression lines). I will study these mutants in detail at the metabolome, proteome and lipidome level, as well as compare them to a number of wild accessions.  In the future this research would have implications in development of insect resistant cultivated toma
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 'Bio-physical processes around marine snow aggregates'.

assistant: **Concept**

Advancing our understanding of biologically driven sequestration of carbon is crucial given the rapidly increasing atmospheric CO2 concentrations. Diatoms are the most common type of phytoplankton and, as the ocean’s biological carbon pump, a key component in this process. Diatom aggregates, in particular, comprise a significant fraction of sinking particulate matter drawing down atmospheric carbon to the depths of the ocean. Diatoms produce transparent exopolymeric particles (TEP), a gel-like sticky sugary substance, which plays a significant role in the subsequent coagulation of diatoms into aggregates as their blooms terminate. These sinking aggregates are composed of diatoms, detritus and faecal pellets and are so-called marine snow aggregates. We will use recent innovations in technology to study the role of TEP content for: • Scavenging of particles • Flow and diffusion within and around diatom aggregates We will draw upon the specialized expertise of the applicant and the beneficiary to study diatom aggregates in detail using methods which have greatly profited from technological advances: • Particle image velocimetry, and  • digital holographic microscopy, in combination with • microsensors, to study mass transfer at a sub-mm scale. The methods will enable us for the first time to quantify directly any flow inside the aggregates, also called the interstitial fluid flow, and to visualize the aggregate’s structure and particle composition. Targeting these processes with advanced instrumentation will bring European research on aggregates to the forefront in terms of the technology, but more importantly, our understanding of carbon cycling in the ocean and our position on future climate change impacts.
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 'Phenomenology of supersymmetric extensions of the standard electroweak model'.

assistant: **Objectives**

Research objectives and content Study of the Minimal Supersymmetric Standard Model (MSSM) as low-energy effective lagrangian derived from a fundamental Grand Unified Theory (GUT). From a theoretical point of view the MSSM can be seen as the low-energy effective theory of a fundamental theory like superstring or supergravity. This fundamental theory may affects the low-energy sector in different and peculiar ways. The available mechanisms and the possible parametrizations of supersymmetry breaking will be investigated with a particular attention to the phenomenological consequences. Infact different choices of supersymmetric breaking terms will have different experimental allowed regions in the parameter space. This aspect will be of extraordinary relevance in sight of the existing and future experimental facilities as LEP II, TeV33, LHC and NLC. Experimental results from these colliders will permit to have a deeper look inside the MSSM and the fundamental GUT. Training content (objective, benefit and expected impact) The analysis of phenomenological implications of the low-energy theory and the experimental results from the actual and next colliders will provide a deeper look inside the MSSM and the fundamental GUT. Links with industry / industrial relevance (22)
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 'Marginal Saharan élites. Extra-African and intra-african students mobilities' (MARELS).

assistant: **Concept**

The MARELS project aims to study the connections between Saharan pastoral minorities and the conflictual situation in Mali and Niger through the unusual prism of growing higher-education student mobilities. Like other young Africans, Saharan students increasingly cross the borders in search of knowledge in another country for the purpose of gaining professional perspectives and acquiring global skills and languages, further weakening the number of highly trained Saharan professionals. Saharan nomadic populations have been characterized in the past by difficult access and high drop-out rates across all levels of education, largely due to conflicts, poor infrastructure and economic vulnerability compared to urban regions in the Sahara-Sahel. It is believed that student international mobilities have the capability of ushering in a new set of Saharan leaders who are competent to make the best use of human and material resources for the promotion of a peaceful, prosperous and integrated Sahara-Sahel in Africa. The challenge of this project is to write the unknown histories of Saharan graduates and to revise the common narrative of the Sahara as isolated and disconnected from the rest of the world, following the “mobility turn” in anthropology. Although much research has been produced on Saharan mobilities, scarce attention is given to student mobilities .The MARELS project aims to fill this gap and provide an answer to the following questions. What role do Saharan professionals trained in international universities play in their home societies, given the sometimes conflicting expectations from the local community, traditional élites, institutions, government, companies, foreign actors (e.g., NGOs, military forces) etc? How do Saharan graduate élites establish objectives and
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 'Cost-effective and replicable RES-integrated electrified heating and cooling systems for improved energy efficiency and demand response' (SEEDS) targeting Horizon Europe.

assistant: **Abstract**

SEEDS unites a multidisciplinary and complementary team of SMEs, LEs, RTOs, and stakeholders that constitute the whole (local) value chain of energy efficiency in buildings and thermal demand electrification, from planning, design, and construction to operation and commissioning. SEEDS is built upon the consortium's vast experience in developing, testing, and valorizing decarbonization solutions, supervising real-life demonstrations of building renovation and smartification, and deploying energy flexibility. SEEDS demonstrate replicable heat pump solutions integrated with renewable energy to decarbonize buildings' thermal demand. Addressing that every building is unique and requires tailored solutions to be cost-efficient and energy efficient, we develop scalable and generic design and operational optimization methodologies, deploy multiple proven heat pump technologies at scale, and optimally integrate them into the building and broader energy system. SEEDS demonstrates these (up to TRL6-8) in 6 pilot sites (incl. 1 replication site), providing real-world settings spread across the different climate zones and European construction markets. SEEDS is centered around three key themes: cost efficiency through optimization, system integration through holistic design and control, and replicability through configuration modularity and scalable building types. These are addressed in 7 focus areas: 1) Iterative design of the component and integrated system, 2) Secure and interoperable data platforms and IoT, 3) Integrated system optimization for energy efficiency and flexibility, 4) Deploying energy flexibility to enhance grid stability, 5) Replication strategies, exploitation, and business models, 6) Decision making support framework for replication, and 7) Dissemination, comm
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 of a world class nanofabrication research facility at CRANN' under Sixth Framework.

assistant: **Concept**

The Centre for Research on Adaptive Nanostructures and Nanodevices (CRANN) is a nanoscience institute in Trinity College Dublin. The research programme at CRANN combines the strengths of world-class scientists across three research themes: Magnetic Nanostructures and Devices, Bottom-up Fabrication and Testing of Nanoscale Integrated Devices and Nanobiology of cell surface interactions. Relationships with SME's and an industrial partnership with INTEL and Hewlett Packard are also critical to the centre. Construction of a 6000 m2 institute to house CRANN will be complete in early 2007. This institute will feature clean-rooms, vibration-free labs and specialist nanofabrication facilities. At present in Ireland, and within CRANN, there is a knowledge gap in the area of nanofabrication. CRANN wants to ensure that the new facility will have this expertise to match the excellence in other areas of nanomaterial synthesis and characterisation. For the present project four researchers with established expertise in the fabrication and research of nanostructures and nanodevices will be recruited. Each researcher, will work as part of a research team to commission and operate the state-of-the-art nanofabrication facility in CRANN. The transfer of knowledge will ensure, the successful development of a the nanofab facility, the training of our staff in nano processing, nano fabrication and device characterization, the embedding of new research skills within our institute and the engagement of the MC fellows in research projects, providing them with valuable research experience. The project will enhance CRANN's position as a research centre and will maintain EU competitiveness in nanoscience, while enabling increased GDP spend on research and a fully functioning ERA.