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 a compelling abstract for 'Second Network on Artificial Olfactory Sensing' demonstrating excellence, impact and implementation quality for a Fifth Framework call.

assistant: **Abstract**

This proposed Network of Excellence (NoE) is envisaged to constitute a three year European forum operating around the general topic of artificial olfaction, where an intense exchange of information is promoted through workshops, meetings, schools and exchange programs. It will continue the successful efforts of the NoE NOSE (Fp4 ESPRIT 29526).It is intended to improve the effectiveness of European R&D in artificial olfaction technologies and in particular electronic noses (EN).It is a forum for information exchange between users, researchers, developers and producers of devices and systems. The network is considered an active system disseminating information, suggestions, and motivations for the development of future instrumentation able to sense perceivable odours or hazardous and non-hazardous gaseous mixtures of chemical compounds. Measurable outputs will be utilised in a variety of application fields.DESCRIPTION OF WORKActivities include:- surveys of R&D actions and the requirements set by end-users' applications to provide guidance for planning and co-ordination of research;- distribution of information using the WWW, publications, and member newsletters;- operation of educational events e.g. schools and training for equipment users;- organisation of international workshops on technical topics and R&D for artificial olfaction technologies;- co-organisation of international scientific conferences on artificial olfaction and related topics including exhibition of manufacturers of EN's, sensors;- training initiatives for equipment users, developers and students by exchange programs;- enhancement of standardisation, development and advice on hardware and process standards.NOSE uses the Internet as the core of its communications strategy allowing efficient, transparent
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 'Multiscale Modelling of the Neuromuscular System for Closed Loop Deep Brain Stimulation', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Deep brain stimulation (DBS) is an effective therapy for treating the symptoms of Parkinson’s disease (PD). Despite its success, the mechanisms of DBS are not understood and there is a need to improve DBS to improve long-term stimulation in a wider patient population, limit side-effects, and extend battery life. Currently DBS operates in ‘open-loop’, with stimulus parameters empirically set. Closed-loop DBS, which adjusts parameters based on the state of the system, has the potential to overcome current limitations to increase therapeutic efficacy while reducing side-effects, costs and energy. Several key questions need to be addressed before closed loop DBS can be implemented clinically. This research will develop a new multiscale model of the neuromuscular system for closed-loop DBS. The model will simulate neural sensing and stimulation on a scale not previously considered, encompassing the electric field around the electrode, the effect on individual neurons and neural networks, and generation of muscle force. This will involve integration across multiple temporal and spatial scales, in a complex system with incomplete knowledge of system variables. Experiments will be conducted to validate the model, and identify new biomarkers of neural activity that can used with signals from the brain to enable continuous symptom monitoring. The model will be used to design a new control strategy for closed-loop DBS that can accommodate the nonlinear nature of the system, and short- and long-term changes in system behavior. Though challenging, this research will provide new insights into the changes that take place in PD and the mechanisms by which DBS exerts its therapeutic influence. This knowledge will be used to design a new strategy for closed-loop DBS, ready for testing in
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 'Ferroelectric PHOtonics ENablIng novel functionalities and enhanced performance of neXt generating PICs', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

In PHOENIX, we create the next generation of compact photonic integrated circuits (PIC) offering a continuous and efficient control over optical signals. A barium titanate (BTO) on silicon nitride (SiN) platform will be optimized to enable novel functionalities and produce enhanced PICs. The novel functionalities stem from a combination of materials having a metal-insulator transition with epitaxial ferroelectrics. Vanadium oxides (VOx) deliver a maximum contrast in absorption while Barium Titanate (BTO) offers an efficient and programmable control of the phase of an optical signal through Pockels and photorefractive effects.The developed technologies will be demonstrated in four uses cases in high-impact emerging applications: 1) fully homomorphic encryption, 2) 5G infrastructure, 3) inference of deep neural networks and 4) training of deep neural networks.The project has four main objectives: a) to provide novel photonic technologies with enhanced functionalities thanks to the integration of VOx and BTO, b) to provide a BTO/SiN waveguide platform for subsequent manufacturing of PICs and an upgraded version of such a platform integrating VOx with the potential to improve their performance and scalability, c) to build up the demonstrators, and d) to advance in the understanding, realization and upscaling of high-quality oxide thin-films by molecular beam epitaxy (MBE) on large area.The validation of the developed technology will be completed with an extrapolation to benchmark against representative existing systems and a roadmap for photonic-electronic integration. The project will perform a market analysis and a techno-economic evaluation in order to define business models and exploitation plans that ensure the sustainability of the PHOENIX platform to reduce innovatio
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 'Attosecond X-ray Molecular Dynamics and Strong-Field Control'.

assistant: **Concept**

The development in recent years of ultrashort light sources in the attosecond regime has opened new avenues for the investigation of electronic and nuclear dynamics. In particular, the current development of UV-XUV or UV-X-ray pump-probe schemes with subfemtosecond temporal resolution represents a doorway to study chemical reactions in excited states of molecules in real-time, including biological reactions, such as e.g. those related to DNA damage and mutations. The aim of this project is to understand and ultimately control photochemical reactions in excited states of polyatomic molecules, especially relating to two fundamental processes in biology and chemistry: (i) cis-trans photoisomerization and (ii) the internal conversion of pi-pi*/n-pi* states in organic chromophores. Two top-notch experimental methods will be employed to achieve this goal: attosecond X-ray transient absorption (X-ATAS) at the University of California at Berkeley (United States), where the fellowship will be carried out under the supervision of Prof. S. Leone, and three-color femtosecond pump-probe velocity map imaging (fs-VMI) at Complutense University of Madrid (Spain), where the incoming phase will take place under the supervision of Prof. L. Bañares. The project is divided in three specific objectives and work-packages. Firstly, the powerful X-ATAS method will be employed to observe dynamics in real-time through individual carbon atom spectra and disentangle the dynamics underlying these processes in two polyatomic targets –nitroethylene and transbutadiene– and two bio-relevant ones –thymine and citosine. Secondly, attosecond control in real-time using X-ATAS on the pi-pi*/ n-pi* internal conversion in thymine will be performed in a pioneering experiment. Finally, effective femtosecond cont
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 'Post-Repatriation: Collaborative Methodologies to Enhance Multivocality' (Collab4Multi), addressing dissemination and exploitation.

assistant: **Impact**

The research project ‘Post-Repatriation: Collaborative Methodologies to Enhance Multivocality’ (acronym: Collab4Multi) speaks to the Indigenous research methodologies and partnerships in community-based research in academia and beyond. It strives to explore the recently recovered archaeological material from the Nunalleq site (1400-1675 AD) in southwest Alaska in close collaboration with non-academic research partners, including Indigenous artists and young culture bearers.  The pre-colonial history of the Yup'ik is poorly known from the archaeological point of view: most of what we know about it comes from the Nunalleq site. It is therefore important that the interpretations of the Nunalleq collection be multivocal and produced combining the strengths of Western archaeological science with Indigenous knowledge systems and worldviews. Advocating for multivocality and decolonisation of academic research, this project will critically analyse the re-socialisation of cultural heritage in and by the living community. The research programme of the project rests on a series of arts-based workshops to study this world-class collection of  Yup’ik people and (re)create the life-stories of its artefacts together with Indigenous research partners. The project will also explore the collaborative ways of knowledge co-production and dissemination by developing and piloting co-writing methods informed by Indigenous epistemologies. The practical outcomes will contribute to the advancement of collaborative methodologies in archaeological and museological research with and for Indigenous communities across the Arctic region.


**Keywords:** community-based archaeology, Indigenous people, Indigenous knowledge, decolonising methodologies, repatriation, cultural heritage
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 'Identification of  vernalization-related genes in Easter Lily bulbs for molecular markers production, vernalization control and improved flower production', explaining its relevance to EU policy priorities under Seventh Framework.

assistant: **Impact**

The flower bulb industry worldwide and specifically in Holland, and the lily sector in particular, represent an important part of the floriculture market. Lily and most bulb speciesrequire prolonged cooling to meet their obligatory vernalization (acquisition of the ability to flower following exposure to prolonged cold) requirement, which is expensive and energy-costly and hinders the production of multiple flower flushes. Although the physiological aspects of vernalization have been studied and led to flowering manipulation in lily, the molecular regulation of this major mechanism is not understood. The purposes of this study are to (1) Elucidate – for the first time – the molecular mechanism of the vernalization response in a flower bulb, (2) Understand the vernalization mechanism and its molecular relation with flowering in lily, (3) Address fundamental questions on conservation of the vernalization response among higher plants, (4) Obtain a reliable ""vernalization marker"" that would indicate the optimal amount of cold required by a bulb for optimal flower production, (5) Create a pool of molecular markers for flowering and other traits, and for cultivar typing and breeding. Genes will be isolated using next generation sequencing techniques developed by the Netherlands-based SME Genetwister, specialist in the production of molecular markers, followed by accurate bioinformatic research. Suitable markers will be selected according to gene expression profile during cold exposure and on the basis of their involvement in biological mechanisms, investigated by the BGU team. Elucidation of the biological mechanisms will yield, valuable scientific data on the molecular basis of vernalization in lily, and, it will make the molecular markers much more precise and powerful.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: Compose the 'Concept and Approach' section for a Seventh Framework proposal on 'European programme in Pharmacovigilance and Pharmacoepidemiology'.

assistant: **Concept**

The Eu2P training network in Pharmacovigilance and Pharmacoepidemiology will meet the needs of industry,regulatory authorities and academia at the European level. It will give access to a harmonised training programme that gathers complementary specialized and eminent European partners. The Eu2P consortium consists of course providers with aproven record including the University of Bordeaux (Eu2P coordinator), the Autonomous University of Barcelona, the Erasmus University Medical Center, the University of Utrecht, the University of Hert[ordshire, the University of Verona, the Karolinska Institute and the European Medicines Agency. It will deliver programmes in harmacovigilance and Pharmacoepidemiology for continuing education diploma, Master’s degree as well as PhD and a short course orientated towards risk communication. Targetedaudiences will be all those involved in the medicine evaluation processes including specialists from academia,industry and regulatory bodies as well as non-specialists (e.g. journalists, ethics committee members, patient organizations...). The Eu2P project is composed of one management work package (WP), one administrative WP and six programme topic WPs. This structure leaves open the addition of WPs by other partners. Moduleswill be developed in each programme topic WP to meet the needs of each type of course and target audience leading to WP cross-interaction. To facilitate access and flexibility (modular workload), the Eu2P programme will be based on English blended learning: a mix of face-to-face, e-Teaching and e-Learning courses. The first phaseof the project (1 year) will establish the Eu2P programme and the e-Teaching and e-Learning centre. The second phase (4 years) will deliver, evaluate and promote the training programmes. Long-term
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 'SELFNET - FRAMEWORK FOR SELF-ORGANIZED NETWORK MANAGEMENT IN VIRTUALIZED AND SOFTWARE DEFINED NETWORKS' goes beyond current state-of-the-art under Horizon 2020.

assistant: **Innovation**

The proposed SELFNET project will design and implement an autonomic network management framework to achieve self-organizing capabilities in managing network infrastructures by automatically detecting and mitigating a range of common network problems that are currently still being manually addressed by network operators, thereby significantly reducing operational costs and improving user experience. SELFNET explores a smart integration of state-of-the-art technologies in Software-Defined Networks (SDN), Network Function Virtualization (NFV), Self-Organizing Networks (SON), Cloud computing, Artificial intelligence, Quality of Experience (QoE) and Next-generation networking to provide a novel intelligent network management framework that is capable of assisting network operators in key management tasks: automated network monitoring by the automatic deployment of NFV applications to facilitate system-wide awareness of Health of Network metrics to have more direct and precise knowledge about the real status of the network; autonomic network maintenance by defining high-level tactical measures and enabling autonomic corrective and preventive actions against existing or potential network problems. SELFNET is driven by use cases designed to address major network management problems including Self-protection capabilities against distributed cyber-attacks, Self-healing capabilities against network failures, and Self-optimization to dynamically improve the performance of the network and the QoE of the users. SELFNET is designed within this economic and business context to substantially reduce operational costs of network operators by automating a significant number of current labour-intensive network management tasks. Therefore, SELFNET directly addresses the Strand Network Manage
system: You are an expert grant writer specializing in European Union research funding proposals. You write compelling, well-structured proposal sections that demonstrate excellence, impact, and implementation quality, using precise EU terminology and following best practices for Horizon Europe, Horizon 2020, and earlier framework programmes.

user: Compose a compelling abstract for 'Assessing Climate TransItion OptioNs: policy vs impacts' demonstrating excellence, impact and implementation quality for a Horizon 2020 call.

assistant: **Abstract**

ACTION project aims at enhancing transparency and comparability among countries’ climate change policies while offering insights into a fair and just transition toward the sustainable development. The Paris Agreement, adopted at the end of 2015, affirms the urgency to tackle climate change and foster a climate-resilient and inclusive low-carbon development. The pledge-and-review approach launched by the Agreement requires more than 190 States to periodically update their climate plans toward more ambitious actions. This calls for new systematic tools to track countries’ commitment toward the achievement of global objectives (i.e. limiting the average temperature increase well below 2°C) as well as for a comparison, which considers synergies and adverse impacts arising from national specificities. Falling at the intersection of public policy, climate change economics and climate science, ACTION will develop a quantitative approach to empirically evaluate national climate policies in terms of stringency, determinants, and economic impacts. By assessing the effectiveness of current measures and by identifying successful elements and obstacles, ACTION will support the EU and its Member States to better design their future climate agenda. ACTION will be hosted in two highly qualified institutions: during the outgoing phase (24 months) at Harvard University, under the guidance of Prof. Aldy, and during the incoming phase (12 months) at Ca’Foscari University under the supervision of Prof. De Cian.


**Keywords:** Climate change policy, policy evaluation, applied econometrics, public policy
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 'SUpersaturation and Phase-separation Research on Drug Absorption: Mechanistic Evaluation in Pharmaceutical Development', explaining its relevance to EU policy priorities under Horizon Europe.

assistant: **Impact**

The central scientific objective of this project is to establish a mechanistic framework for predicting oral drug absorption from supersaturating formulations by developing a decision tree for rational in vitro method selection and validating robust in vitro–in vivo relationships. This approach will minimise reliance on animal studies, reduce the number of costly and time-consuming experimental iterations required during formulation optimisation, and ultimately accelerate the pathway from discovery to patient access.Supersaturating formulations will be extensively characterised using a suite of advanced physicochemical and in vitro tools, ranging from dissolution–permeation assays with artificial barriers to physiologically relevant intestinal organoid cultures. Techniques including Dynamic Light Scattering, Polarised Light Microscopy, Fluorescence and Raman spectroscopy, and Broadband Acoustic Resonance Dissolution Spectroscopy will enable detailed characterisation of drug-rich colloidal species and their interactions with the intestinal epithelium. The outcome will be a decision tree guiding the rational selection of in vitro methods for evaluating supersaturating formulations, supported by mechanistic insights into LLPS and nano-crystal-mediated absorption. The developed methodologies & decision tree will be validated to TRL Level 6 during the industrial secondment.The fellowship will be carried out in an intersectoral environment, bringing together leading academic and industrial partners with extensive experience in training, innovation, and translational science. The fellow will gain expertise in advanced in vitro methodologies, while also acquiring transferable skills in scientific writing, communication, and leadership. Secondments in the pharmaceutical industry