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: Explain how 'Manufacturing technologies and equipment to produce low-cost PV bituminous-modified roofing membrane with full integration of high efficiency flexible thin-film silicon PV modules' goes beyond current state-of-the-art under Seventh Framework.

assistant: **Innovation**

With millions of square meters of available flat roof surfaces with PV conversion potential, PV roofing membranes have a huge potential for mass deployment. However, currently, major issues still hinder this deployment: adhesives or barrier encapsulants of the existing flexible PV roofs don’t meet yet the same reliability as standard construction materials and BIPV is still expensive. The PV-GUM project aims at developing new manufacturing technologies and equipments which will produce a low cost highly efficient flexibly BIPV solar cell on a bituminous roofing membrane (thanks to their proven sustainability, bituminous membranes remain predominantly used for waterproofing flat roofs). The PV-GUM membrane should be very close to the usual bituminous roofing membrane in terms of size, installation process and quality to highly increase the penetration power of PV-GUM in the building market. The PV-GUM membrane will be based on the “Derbibrite” white-coated bituminous membrane technology of Imperbel, PV-GUM coordinator, and the Flexcell flexible PV modules technology. The full integration of the flexible PV modules in the membrane will be performed at the manufacturing stage by a new standardized roll-to-roll encapsulation process to produce PV-laminates followed by a roll-to-roll bitumen impregnation of the PV-laminates. In parallel, a new standardized PECVD reactor and process will be implemented to increase the Flexcell PV cells efficiency to 8% at least and achieve technology superiority over Unisolar remaining the main supplier for this market. The PV-GUM project targets a PV-laminates production capacity of 20 MW. The high degree of integration of the PV modules and the roll-to-roll lamination allowing process automation will highly decrease the costs /Wp. Furthermo
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 Fifth Framework proposal for the project 'Plant cell signaling and biotechnology'.

assistant: **Objectives**

Training on cell signalling in plant development, symbiotic plant-microbe interactions (legume-rhizoid and carbuncular mycorrhiza), pathogenic plant-microbe interactions (bacteria and fungi), plant biotechnology, genomic of bacteria (Ralston, Sinorhizobium) and plants (Medic ago, Arabidopsis).
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 'Cognitive Interaction in Motion'.

assistant: **Concept**

Compliant control in humans is exploited in a variety of sophisticated skills. These include solitary actions such as soft catching, sliding, pushing large objects as well as joint actions performed in teams such as mainpulation of large scale objects or mutual adaptation through phyiscal coupling for learning, in walking or in execution of joint tasks. We refer to this advanced ability of organizing versatile motion under varying contact and impedance as cognitive compliant interaction in motion. The CogIMon project aims at a step-change in human-robot interaction toward the systemic integration of robust, dependable interaction capabilities for teams of humans and compliant robots, in particular the compliant humanoid COMAN. We focus on interaction that requires active and adaptive regulation of motion and behavior of both the human(s) and the robot(s) and involves whole-body variable impedance actuation, adaptability, prediction, and flexibility. This goal shall be achieved through sophisticated real-world robot demonstrations of interactive compliant soft catching and throwing,  interaction with COMANS  under changing contact and team constellation, and in model-driven fully engineering multi-arm handling shared by Kuka LWR robots and humans working along. Key advancements towords this goal are targeted in mechatronics and whole-body motion control, in model-driven software engineering, in estimating and predicting motion for kinematic motion tracking data, in devising force and impedance primitives and architectures for respective technology combinations.


**Keywords:** compliant actuation, whole-body impedance, force skills, team
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 'Calcium Homeostasis in Physiology and Pathology', explaining its relevance to EU policy priorities under Fourth Framework.

assistant: **Impact**

Calcium is a universal second messenger in the control of multiple The understanding of the regulation of calcium hollleostasis requires an integrated approach of molecular biology, biochemistry, biophysics and Cell physiological processes, from secretion to contraction, to activation of biology. Success depends on the use of highly diversified technical and the mitotic program. Disorders in calcium handling underlie many diseases conceptual approaches. The unique characteristics of this network are that of major soeio-eeonomical impact, such as neuronal degeneration in ischelllia and Alzheilller disease, diabetes mellitus and other endocrine it comprehends a wide variety of techniques. The post docs will therefore be exposed within each single group and through the ongoing collaborations pathologies. Unlike other second messengers which are syntllesised and degraded by enzymes, calcium levels in different sub-cellular to not only different techniques, but also to different experimental models and Cultural backgrounds. In addition, the experimental approaches used by compartlllellts are regulated by transport, binding and release. The recent developments in the field highlight the pivotal role of the spatio-temporal the differcnt teams are sufEIcielltly basic to guarantee the scientists aspects of the signalling system based on calcium ions. one of the main under training a broad education. objectives of this proposal is that of developing new techniques to investigate this parameter with unprecedented spatial resolution in living Cells. The teams participating in this network have an unparalleled core expertise in techniques for investigating cellular and organelle calcium handling and in the past years have pioneered techniques such as patch Clamping (E. Neher), fluor
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 'Integrated holographic management map for safety and crisis events' in the context of a Horizon Europe call.

assistant: **Objectives**

Climate change is happening and the need for a higher performance crisis planning&command tools and new methodologies arises from the increasing frequency and impact of a variety of natural hazards, including floods, earthquakes, droughts, landslides, and wildfires that are responsible for dead, wounded, or displaced people and severe destruction and disruption of property and industry with clear impact on economy for years after the event.Natural disasters, which can be related with the 1,672 recorded disasters (Floods, storms, wildfires, heatwaves) in Europe between 1970 and 2019 that took 159,438 lives and impacted the economy in excess of 420M€. The objective of OVERWATCH is to develop an integrated holographic management system for response, recovery and mitigation of emergencies and disasters, by enabling the authorities to quickly deploy and manage air, water and ground assets and personnel through decision support tools integrated in an immersive and decentralized command platform. This system will be supported by combining several services already offered by EGNSS and Copernicus Emergency Management and Security (for example and HAS and SAR) with digital technologies, artificial intelligence, drones, 5G, augmented reality which will provide the required performance to make this system a valuable resource for citizen, land and infrastructure protection.


**Keywords:** crisis disaster natural managment system augmented reality earth observation drone fire flood support tools
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 'Radiation dose associated with computerized Tomography in patients with Crohn's disease' (RADIATION).

assistant: **Concept**

The annual number of CT examinations in USA has increased from 3.6 million in 1980 to 33 million in 1998. While CT accounts for only 11% of x-ray-based examinations, it delivers over two-thirds of total radiation dose associated with medical imaging.Owing to burgeoning application of CT, there is an emergent need for radiation dose reduction to avoid reversal of risk-benefit ratio associated with this imaging modality. This project will address the issue of increasing utilization of CT scanning in a young group of patients with Crohn's disease in Ireland.The study- will investigate the overall cumulative radiation doses in a large cohort of patients with Crohn's disease (~350 patients) during long-term management and will investigate the contribution of CT scanning versus other imaging techniques to overall patient radiation dose;- A systematic review comparing the value of CT scanning versus MRI scanning (no radiation dose) in assessing disease activity and complications of Crohn's disease will be performed.The applicant has performed extensive research in radiation dose optimization at CT scanning in USA and has established collaborations with internationally recognised experts in the field. This application for funding represents the first attempt to establish such a progamme in Ireland.
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 'Safety of Shipping in Coastal Waters'.

assistant: **Objectives**

The main aim of this project will be to increase the safety of shipping in European coastal waters by analysing the underlying factors that contribute ot the accident risk level. This will be achieved by detailed evaluation of a range of safety critical functions by recognised experts of the project partners. The effect of each function will be assessed by the construction of risk evaluation methodology and implementation of a risk model. Analysis of the model results will identify the most important influences on ship safety in European coastal traffic.The goal is to supply policymakers, regulators and parties in the shipping community with a model that gives an overview of ship risks. By using such a model, the impact of positive quality incentives or new rules and regulations on the enhancement of safety, efficiency and protection of the environment can be assessed.Task models on individual maritime issues are partly available, from previous research. The main basis has been damage records and/or traffic studies, as in earlier EU projects. This will also remain an important basis and input to risk analysis. However, in this project it is also the objective to develop methods for assessment of scenarios that include the difference between individual ships of varying standards and document the effect of new actions, rules and regulations before accident data become available. This will be achieved by using simulators as a laboratory and track records to expand the data background. %
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 clear, measurable objectives and define the scope for the project 'Non-linear Sigma Models in String Theory' (2002-2006) under Sixth Framework.

assistant: **Objectives**

Understanding gauge theories is absolutely basic for fundamental physics. However, the strong coupling behaviour of gauge theories is not well understood at present. The AdS-CFT-correspondence has opened new perspectives for the study of gauge theories. It could allow us in particular to study strongly coupled gauge theories with the help of weakly coupled string theory. However, the relevant string theories are string theories on Anti-de Sitter (AdS) spaces, which are not yet well understood themselves. This is due to a lack of understanding of the nonlinear sigma models which describe the quantum theory of strings on AdS spaces. Our aim will be to solve the relevant sigma models exactly. Of particular interest are sigma models associated to the super groups PSU (1,1|2) and PSU (2,2|4) respectively. Understanding these two examples will have numerous applications in string theory and condensed matter physics. In order to construct and solve the nonlinear conformal sigma models in question we will need to use and to considerably extend the available methods of mathematical physics like non rational conformal field theory, representation theory of (super) groups and integrable models.
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 'Automated computational design of site-targeted repertoires of camelid antibodies' under Horizon 2020.

assistant: **Concept**

We propose to develop the first high-throughput strategy to design, synthesize, and screen repertoires comprising millions of single-domain camelid antibodies (VHH) that target desired protein surfaces. Each VHH will be individually designed for high stability and target-site affinity. We will leverage recent methods developed by our lab for designing stable, specific, and accurate backbones at interfaces, the advent of massive and affordable custom-DNA oligo synthesis, and machine learning methods to accomplish the following aims:Aim 1: Establish a completely automated computational pipeline that uses Rosetta to design millions of VHHs targeting desired protein surfaces. The variable regions in each design will be encoded in DNA oligo pools, which will be assembled to generate the entire site-targeted repertoire. We will then use high-throughput binding screens followed by deep sequencing to characterize the designs’ target-site affinity and isolate high-affinity binders.Aim 2: Develop an epitope-focusing strategy that designs several variants of a target antigen, each of which encodes dozens of radical surface mutations outside the target site to disrupt potential off-target site binding. The designs will be used to isolate site-targeting binders from repertoires of Aim 1. Each high-throughput screen will provide unprecedented experimental data on target-site affinity in millions of individually designed VHHs. Aim 3: Use machine learning methods to infer combinations of molecular features that distinguish high-affinity binders from non binders. These will be encoded in subsequent designed repertoires, leading to a continuous “learning loop” of methods for high-affinity, site-targeted binding.AutoCAb’s interdisciplinary strategy will thus lead to deeper understanding o
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 'Understanding and targeting  the functional consequences of aneuploidy in cancer', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

Aneuploidy, an imbalanced number of chromosomes or chromosome arms, is a distinct feature of cancer. Recent years have seen conceptual, methodological and technical advances in the field of cancer aneuploidy research, but we are just beginning to scratch the surface of the underlying biology, and the potential vulnerabilities of aneuploid cancer cells remain under-explored. Cancer aneuploidy is therefore a biological enigma and a missed opportunity for cancer therapy.Identifying the “Achilles heels” of aneuploidy remains a holy grail of cancer research. However, current models of aneuploidy fail to fully recapitulate the cellular consequences of aneuploidy in cancer, thus compromising the identification of aneuploidy-induced cellular vulnerabilities. The time is ripe to tackle cancer aneuploidy with state-of-the-art genomic and functional approaches. In this project, I propose to address the following key questions:1) What forces shape the evolution of aneuploidy in tumors? We will integrate in silico analyses of clinical data, in vitro modeling in isogenic human cell lines, and in vivo experiments in mice, to elucidate how various cellular contexts shape the tumor aneuploidy landscape.2) What cellular vulnerabilities are induced by aneuploidy? We will combine isogenic cell lines with large-scale genetic and chemical perturbation screens, in order to identify, validate, and mechanistically dissect vulnerabilities induced by aneuploidy in human cancer cells.These research aims fall well within my unique expertise. I mapped various aneuploidy landscapes and developed innovative experimental and computational tools for studying cancer aneuploidy.A successful completion of the project will shed light on the context-dependent cellular consequences of aneuploidy in cancer 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 impact statement for 'Optimization of scalaBle rEaltime modeLs and functIonal testing for e-drive ConceptS', explaining its relevance to EU policy priorities under Horizon 2020.

assistant: **Impact**

As the impact of global warming becomes increasingly clear, the environmental impact of conventional fossil-fueled vehicles is undergoing close scrutiny by authorities and the public; correspondingly electric vehicles and electrified transportation are emerging as the only sustainable alternative to preserving the environment and guaranteeing the mobility needs of the future. Although the switch from conventional to EV represents a major challenge for the automotive industry, with significant obstacles still to be overcome, it also represents a major market and employment opportunity for all the supply chain. Specifically, before their mass deployment can become a reality, it is crucial to guarantee that the real operational performance, safety, reliability, durability and affordability of EVs attain at least the same level as conventional vehicles. Current, state-of-the-art EVs do not reach these targets due to limited technical maturity of key components (eg batteries) and limited available know-how and tools, also in the area of testing and simulation. Today industrial R&D must focus on bringing new, improved mass-production compliant vehicles to the market rapidly, implementing advanced components and architectures for higher operational efficiency: In this context, the OBELICS project address the urgent need for new tools to enable the multi-level modelling and testing of EV and their components in order to deliver more efficient vehicle designs faster while supporting modularity to enable mass production and hence improved affordability. OBELICS aims for a step change in the performance (target: + 20%, i.e. from 100 Wh/kg to 120 Wh/kg), efficiency (target: + 20%), safety (target: + factor 10) and lifetime (target: + 30%, i.e. from 100,000 km/8 years to 130,000 km