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: Write a project proposal abstract for 'Catenary Interface Monitoring Coherent sensing technology for electrical railway infrastructure and rolling stock for interoperable cross boundary transportation' to be submitted under Sixth Framework.

assistant: **Abstract**

In a deregulated EU rail market monitoring of the vehicle and infrastructure interface is mandatory for enhanced availability of operation reducing costs. Especially when a rolling stock is crossing boundaries between independent infrastructure grids, cond ition monitoring becomes crucial. A monitoring tool on OCLs overhead contact lines - for infrastructure managers is needed for an separate measurement of contact force and surface condition of the vehicle current strip. The rolling stock operator needs a complementary device to measure not only the vertical contact force, but moreover the friction force, in order to analyse the vehicle and OCL interface condition. In SMITS a monitoring system for contact force on the interface current collector #lt;-#gt; c ontact wire has been developed. A sensor technology has been started to explore showing the potential for an extended range of rail monitoring tools. An innovative coherent sensor technology approach shall be investigated and two independent monitoring too ls for vehicle and infrastructure be developed. These shall be validated at new rail tracks specified for TSI interoperable cross boundary transportation: the Ltschberg Basis Tunnel, CH and the HSL Zuid high speed line, NL, both ready for operation in 2007 . Demonstration tests in operation will be performed along the Korridor X infrastructure passing through different countries rail networks. The outcome of the project will enable managers to specify driving conditions for the usage of their infrastructure to avoid excessive wear improving availability. Complementary rolling stock operators can monitor OCL condition giving them an informative argument in case of damage. Condition-dependent user fees as well as threat of penalty will force vehicle and infrast ruct
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 'A Framework for Auditing Recommendation Engines under the DSA' demonstrating excellence, impact and implementation quality for a Horizon Europe call.

assistant: **Abstract**

This proposal presents a novel pipeline framework designed to systematically audit Search Engines (SEs) and chat-based Large Language Models (LLMs), serving as a proof-of-concept tool to support the implementation of Article 40 of the EU's Digital Services Act (DSA). The project addresses two critical goals: 1) to investigate how proprietary algorithms in SEs and LLMs influence electoral processes, and 2) to provide practical guidance to overcome complex DSA implementation challenges.SEs, such as Google, and LLMs, such as ChatGPT, have become primary channels for accessing information. Yet, both rely on opaque and fast-evolving algorithms that are difficult to audit. This raises significant concerns regarding the fairness, transparency, and neutrality of information they offer, particularly in contexts critical to democracy, such as elections: given their widespread use, even minor algorithmic biases can have significant impacts, influencing voter perceptions and electoral outcomes.The proposed framework leverages resources developed in two ERC-funded projects, including an advanced bot-based auditing tool. Previous studies conducted during high-stakes events, such as the 2024 EU Parliamentary elections, show systematic biases in search results and LLM responses and it is crucial to better understand the origin and implications of these observations. With FARE_DSA we want to probe this systemic bias by combining our independent auditing tool with the first-ever instances of granted access to platform data, through Article 40.In collaboration with different stakeholders, we will address key technical and procedural hurdles and deliver actionable insight on DSA implementation. Overall, this proposal seeks to establish a rigorous, reproducible auditing methodology capable
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 'Coherent and Incoherent Imaging in Random Media and Applications' (CII-RMA).

assistant: **Concept**

Wave propagation phenomena concern acoustic, elastic and electromagnetic waves and have a major impact on society because of their numerous applications. The ones concerned by the present proposal are: non-destructive testing, structural monitoring and seismic imaging. Although, imaging problems have been extensively studied by engineers, physicists and mathematicians, only recently the question of cluttered media was addressed in the context of realistic imaging applications. The word clutter is employed to express the uncertainty on the wave speed of the propagation medium, which is modeled through a randomly fluctuating inhomogeneous velocity profile. This proposal describes a research plan on developing statistically stable imaging methodologies for imaging small or extended scatterers embedded in cluttered environments.  Building on efficient numerical techniques and imaging methodologies developed in earlier works this project seeks to deepen the understanding of these phenomena and provide numerical tools that permit robust and efficient modeling of the physical experiments.
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 specific objectives and expected outcomes for 'European Consortium for the Early Treatment of Diabetic Retinopathy' in the context of a Seventh Framework call.

assistant: **Objectives**

Diabetic retinopathy (DR), the leading cause of blindness among working-age individuals in developed countries has been classically considered to be a microcirculatory disease of the retina. However, there is growing evidence to suggest that retinal neurodegeneration is an early event in the pathogenesis of DR. For this reason, it is reasonable to hypothesize that therapeutic strategies based on neuroprotection will be effective not only in preventing or arresting retinal neurodegeneration but also in preventing the development and progression of the early stages of DR (ie. microaneurysms and/or retinal thickness).EUROCONDOR (European Consortium for the Early Treatment of Diabetic Retinopathy) is a solid and well balanced consortium (ophthalmologists, endocrinologists, basic researchers) which has been created in order to implement the first clinical trial using eye drops for treatment of the early stages of DR. The participants are top leaders in their field and central readings will be performed by the Coordinating Centre of the European Vision Institute Clinical Research Network (EVICR.Net).The main objectives of the project are the following:Primary objective: To assess whether the selected neuroprotective drugs (brimonidine and somatostatin) administered topically are able to prevent or arrest neurodegeneration, as well as the development and progression of the early stages of DR.Secondary objectives: 1) To determine the prevalence of functional abnormalities related to neurodegeneration in those patients without or with minimal microvascular damage under ophthalmoscopic examination. 2) To compare the effectiveness of the selected drugs. 3) To evaluate the local and systemic adverse effects of the selected drugs. 4) To identify those patients most prone to progress
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 'Land degradation assessment in mediterranean europe' under Fifth Framework.

assistant: **Concept**

The LADAMER Project proposes an integrated approach to Land Degradation Assessments in Mediterranean Europe. The objective is to provide an assessment of the degradation status of Mediterranean lands on small scales, and the identification of hot spot areas subject to high desertification/degradation risk. LADAMER aims at supplying products relevant to national and international institutional end-users. The approach is based on an integration of expertise in landscape ecology and soil science, remote sensing, spatial analysis and integrated land use modelling. Different models and techniques that have already proven their validity on local to sub-regional scale will be modified to permit their application on regional scales. The project will use existing data on European land-use, soils and terrain elevation, climatic recordings used for agro-climatic modelling on European scale, remote sensing data archives from the VEGETATION and AVHRR systems, and regionalised socio-economic data.
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 'Sustainable Pavements & Railways Initial Training Network' (2007-2013), addressing dissemination and exploitation.

assistant: **Impact**

The design, construction, maintenance, use and end-of-life management of road pavements and railways is associated with a number of important impacts on the environment; namely the consequences of energy consumption, unsustainable use of materials/resources, waste generation and release of hazardous substances into the environment. It is estimated that over 80% of all these environmental impacts are defined during the design phase of a product, including road pavements and railways. SUP&R  (Sustainable Pavement & Rail) ITN,through a coherent research and training approach involving close collaboration between research institutions and industrial stakeholders across Europe, will allow this step change in the sustainability of road and rail infrastructure to be addressed by targeting the following overall aim:To setup a multidisciplinary and multi-sectoral network in order to form a new generation of engineers versed in sustainable technologies and to provide, to both academia and industry, design procedures and sustainability assessment methodologies to certify the sustainability of the studied technologies to the benefit of the European communitySUP&R ITN includes an intensive four year training programme which will be international, multi-disciplinary and multi-sectoral. The young researchers will be trained through individual research projects, with a strong collaborations of partners from the private sector that will allow to jointly investigated strategies to overcome the existing barriers and deliver long-term benefits in terms of:1. Eco-designed road and rail infrastructure that maximises the recycling of waste materials and ensures best performance characteristics to suit the diverse set of European environments;2. Reduced installation, maintenance and operating
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 'InnoBremen4 - Establishing Services enhancing the innovation management capacities of SMEs in the Federal State of Bremen' to be submitted under Horizon 2020.

assistant: **Abstract**

The following proposal addresses the topic “Specific activities in the context of innovation support (Horizon 2020) “, namely the in-depth services enhancing the innovation capacity of SMEs.Innovation is a key driver for the success of enterprises, a requirement for their competiveness and thus a precondition for exploiting international opportunities in the Single Market and beyond. Offering growth-oriented business and innovation support services to SMEs is therefore seen as the core task of the Enterprise Europe Network. Although Innovation Management is crucial for SMEs, empiric data has proven that SMEs still show the inability to manage innovation processes efficiently and effectively as the second most important barrier to SME innovation.Enterprise Europe Network Bremen will offer the services to ensure that SME beneficiaries of H2020 European Innovation Council (EIC) Pilot are able to exploit their full Innovation potential. Therefore services are designed and offered to enhance the innovation management capacities of SMEs as an integral part of the hub and spokes approach of the Enterprise Europe Networks Services, addressing the innovation needs of SME’s to establish an Innovation Management System (basis: technical specification CEN/TS-16555-1 , published by the European Commission) in the respective enterprises.


**Keywords:** Innovation Capacities, Innovation Services, Innovation Management, Key Account Management Services, KAM Services, SME-Instrument, EIC pilot
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 'Sound Knowledge: Alternative Epistemologies of Music in the Western Pacific Island World' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

SoundKnowledge aims to rethink, for the first time, music in terms of the procedural knowledge inherent in and specific to music-making by exploring music-making as knowledge practices in Micronesia, Western Pacific Island world. This knowledge, formed in the performance of musical practice, may prove to be key to survival in the complex postcolonial predicament of Micronesia. I will address the issues of climate change, social alienation and postcolonial trauma in specific parts of Micronesia by fleshing out the nature and dynamics of that knowledge both conceptually and ethnographically. The systematic analysis of music as knowledge will allow me to identify strategies to foster resilience in the face of these urgent crises. At the same time, it will offer a first-of-its-kind theorization of the procedural knowledge inherent in and specific to music-making.The knowledge of music is self-referential and forms multilayered connections and ruptures with pasts, presents and futures and surrounding orders of knowledge. SoundKnowledge asks what Western Pacific musical practices know and how do they know it, how music-making makes this knowledge operable and how humans mobilize upon this knowledge in coping with their life-world through music. The project, therefore, explores how music functions as a distinct epistemic form that is often referred to as the proverbial power of music. Music research has the tools to unlock this power, and SoundKnowledge intends to plough a path here.SoundKnowledge provides insights into the specific knowledge of Western Pacific music in its entanglement with pressing cultural and social issues of the early 21st century. In contributing to the theoretical debate on the knowledge of music, the project probes vital questions of knowledge resource
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 Seventh Framework proposal for the project 'New approach to animal movement modeling combining ecological and cognitive sciences, with application to wildlife responses to infrastructure'.

assistant: **Objectives**

Movement is the primary response of animals to spatiotemporal heterogeneity in ecological conditions. The consequences of movement for individual fitness, populations and ecological communities give this behavior a central place in ecological theory. Human activities alter both spatiotemporal variations in ecological conditions triggering movements (e.g. resource distribution) and availability of movement corridors (e.g. destruction of migration routes). An understanding of factors driving animal movements, affecting their mechanics, and characterizing the preferred travel routes is essential for ecological theory and to evaluate the impact of human activities on population dynamics and on the potential for human-wildlife conflicts. Due to recovering ungulate populations and increased road and rail traffic, ungulate-vehicle collisions represent an important source of conflict. These collisions lead to casualties, injuries and substantial economical losses. Due to poor knowledge of movement drivers and mechanics, mitigating measures currently taken to minimize the probability of collisions are often inadequate and inefficient. Despite the 10-year old call for a “behavioral ecology of ecological landscapes” (Lima & Zollner 1996), only limited information about cognitive mechanisms underlying movement is included in fundamental and applied ecology. During the past decades behavioral scientists have made important progresses in the understanding of animal spatial cognition and goal-oriented movements in laboratory settings. This project proposes a novel interdisciplinary approach to develop a mechanistic movement model integrating theory on space use from ecology in natural settings with theories from behavioral and cognitive sciences in the laboratory. Such model will have
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 'Enzymology of oxidative sulfur transfers'.

assistant: **Innovation**

Oxidative stress causes cancer, cardiovascular, neurodegenerative and infective disease. Much of cellular oxidative stress is mediated, communicated, mitigated or amplified by a complex system of sulphur containing small metabolites or protein based cysteines. Characterization of key players and reactions in this network is crucial for preventive and therapeutic interventions.I propose a new perspective on sulphur biochemistry. The reactivity of sulphur with the oxidative stressors superoxide, peroxides or hydroxyl radicals is well established, but far less  is known about reactions between sulphur and molecular oxygen. I shall demonstrate that this reaction is fundamental to cellular life, and how advances in this field provide new options in medicine, biotechnology and the food industry.Assisted by a team of three PhD students and a postdoctoral researcher I intend to establish this new research field by identification, characterization and engineering of enzymatic activities which catalyse oxidative carbon-sulfur bond formation and cleavage. Specific systems in this study include the biosynthetic enzymes for ergothioneine, sparsomycine and alliin, all of which are sulphur containing secondary metabolites with potent activities on cellular functions.
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 'CAR T cells Rewired to prevent EXhaustion in the tumour microenvironment' (2021-2027) targeting Horizon Europe.

assistant: **Abstract**

Although immunotherapy of select hematological malignancies using Chimeric Antigen Receptor (CAR) redirected T lymphocytes has recently gained regulatory approval, successful treatment of solid tumors using CAR T cells remains elusive. One salient problem is the limited efficacy and untimely exhaustion of CAR T cells in the tumor microenvironment (TME). Combining innovative methods of genome editing, chemistry and immunology, CAR T-REX proposes to explore a novel concept of building auto-regulated genetic circuits into CAR T cells to selectively circumvent their exhaustion upon activation in the TME. Genetic rewiring will be achieved by precisely inserting artificial miRNAs under endogenous exhaustion-related “Driver” promoters to downregulate “Target” genes that cause exhaustion. Proprietary technology enables specific replacement of the “Driver” gene without risking off-target mutations. Further advantages of combined insertion and silencing are (i) the ability to regulate when a gene is turned on/off by biologically and clinically relevant cellular cues, and (ii) multiple gene-knockdown with a single dsDNA cleavage and RNA-silencing of both alleles. These genetic modifications will be implemented using a novel high-performance peptide-based gene delivery platform with unlimited loading capacity, allowing combination of several types of cargo, as well as economical large scale GMP production. Rewired HER2/Neu (ErbB2) redirected CAR T cells will be tested on preclinical breast and gastric carcinomas, and variants that eliminate tumors resistant to conventional 2nd and 3rd generation peers (without adverse events) will be developed/manufactured following quality-by-design principles under GMP-like conditions, thus accelerating the pathway towards clinical translation. T