DeepRAP: Deep Reasoning, Abstraction & Planning towards trustworthy Cognitive AI Systems

Expected Outcome: This action will establish a strategic European initiative to develop scalable, modular, and interoperable photonic quantum computing platforms. Proposals for this topic are expected to address and provide credible solutions to at least two major technical roadblocks currently limiting the advancement of photonic quantum computing such as: The lack of deterministic, high-efficiency photonic entanglement and loss-tolerant architectures suitable for fault-tolerant scaling The absence of a standardised, integrated control stack combining photonic hardware, firmware, and system software with reliable benchmarking across platforms Project results are expected to contribute to the following expected outcomes: By 2028, demonstration of a photonic NISQ processor with ≥100 photonic qubits, integrating deterministic single-photon sources, low-loss waveguides, on-chip detectors, and a firmware stack (scheduler, controller, compiler), validated via hardware-agnostic benchmarks and hybrid photonic-HPC applications demonstrating classical-quantum crossover By 2030, delivery of a full-stack, high-connectivity photonic quantum computer, with modular scalability, integrated…

Expected Outcome: Activities under this topic will help progress towards the objectives and targets of the Mission Soil and the EU Soil Strategy for 2030 . Activities should also contribute to the implementation of the Soil Monitoring and Resilience Directive after its adoption. Project results are expected to contribute to all the following expected outcomes: enhanced adoption of impactful sustainable soil management solutions and strategies supported by AI-powered decision support systems by land managers; harmonised, standard, robust, interoperable and accessible methods, protocols and logical architecture for long-term field experiments (LTEs) data collection and integration (including with other datasets) are in place; scientists, policymakers, and land managers gain enhanced access to comprehensive, high-quality soil data, enabling better research, informed decision-making, and effective land management practices. Scope: Long-term field experiments (LTEs) can be defined as “agricultural experiments for monitoring soil and crop properties under changing climate conditions and different management with a minimum duration of 20 years” [1] , [2] . LTEs are typically owned or…

Expected Outcome: The Synergy action for Teaming Centres of Excellence (CoE) responds to the need to ensure the sustainability of CoE funded under the Teaming calls [1] . The establishment of CoE in Widening countries, supported by a significant investment in Horizon 2020 and Horizon Europe, has created new opportunities for scientific, societal, and economic impact. However, to fully capitalise on this investment and enhance the sustainability and international competitiveness of these CoE, it is essential to facilitate stronger collaboration and strategic joint initiatives among them. Proposals are expected to contribute to all the following outcomes: Stronger long-term collaboration among Teaming CoE through structured joint initiatives and clustering efforts to enhance mutual learning, resource sharing, and collective research and innovation capacity; Strategic transformation of R&I systems by enhancing institutional cooperation and supporting structural reforms at national and regional levels; Promotion of multidisciplinary and transnational cooperation that will enable CoE to address critical European and global challenges, and EU policy priorities; Promote ERA priorities…

Expected Outcome: Proposals are expected to contribute to all following points: The projects must fulfil the performance targets, at the cell and system level, corresponding to the specific targeted application, to be specified in the proposal. Appropriate KPI must be defined for the energy density (volumetric and gravimetric), Power density and C-rate, number of cycles and cost defined under operational conditions. Boost EU competitiveness in next-generation battery technologies for mobility applications. Develop pilot manufacturing capability for next generation lithium-based batteries. Strengthen the EU battery value chain, including new manufacturing equipment, automation, and scalable production processes. Advance the understanding of next-generation battery interfaces at an industrial scale, ensuring manufacturability, durability, and cost-effectiveness. In the case of aviation, the battery requirements should be compatible at minimum with EASA CS.23 (level 4), CS.27 and preferably with CS.25 categories. Scope: This topic will support the scaling-up of next generation (i.e., beyond generation 3) lithium-based batteries (e.g., semi and all-solid state, generation5) from cell…

Expected Outcome: Successful proposals will contribute to the implementation of the EU initiative on Biotechnology and Biomanufacturing, the EU Life Sciences Strategy, the updated EU Bioeconomy Strategy, the EU Biotechnology Act, the Clean Industrial Deal, the European Chemical Industry Action Plan and the upcoming EU Circular Economy Act. Projects results are expected to contribute to the following expected outcomes: Full industrial scale biorefinery and related value chain(s) for the sustainable production of bio-based products using biotech as a key enabling technology. Availability of bio-based products meeting market and technical performance requirements as relevant for their respective application areas. Improvement of sustainability, circularity and resource efficiency compared to relevant benchmark(s). Contribution to increasing the EU’s strategic autonomy, resilience and competitiveness. Scope: Biorefineries integrating biotechnologies, underpinned by sustainably sourced bio-based feedstock, have a huge potential to transform the EU manufacturing landscape, spurring socio-economic growth, fostering job creation and contributing to defossilisation of the EU…

Expected Outcome: This flagship pilot is the culmination of the entire activity catalogue carried out by the CCAM Partnership since its launch in 2021. It will combine in one project the most promising CCAM use-cases across three key domains, with the technological advancements from all its R&I clusters [1] supporting and enabling CCAM systems and services towards market uptake. This action is expected to contribute to all the following outcomes: Large-scale demonstrations of inclusive, user-oriented, and well-integrated CCAM systems and services for people and goods in mixed traffic through Field Operational Tests (FOTs), Technology Pilots, and Living Labs, building upon advanced and emerging SAE Level 2 systems to move towards SAE Level 3 and 4 functionalities, at multiple test sites and corridors showcasing CCAM potential [2] , for a minimum of 12 months. Validation of enabling technologies that facilitate the extension of Operational Design Domains (ODDs) in large-scale operations and enhance perception performance under poor lighting and adverse weather conditions in large-scale demonstrations and pilots. Assessment of deployment readiness and demonstration of technological…

Specific Challenge: The “EU Award for Gender Equality Champions” is a recognition prize scheme designed as a booster and a complement to the Gender Equality Plans (GEP) eligibility criterion in Horizon Europe [1] , and as a tool for advancing inclusive GEPs and policies within the framework of the ERA Policy Agenda. Expected Outcomes : Recognition of organisations with the most significant impact resulting from the implementation of their GEP, serving as role models for others; Strengthened gender equality and inclusiveness in the European Research Area. The Prize will be awarded to four organisations, and contestants can apply to one of the following three prize categories: Sustainable Gender Equality Champions: Organisations that can demonstrate a significant and sustained record of activity and a high level of achievement through the implementation of their GEP(s); Newcomer Gender Equality Champions: Organisations without a sustained record of activity in gender equality that have recently completed the implementation of their first GEP and can demonstrate the most progress achieved through its implementation; Inclusive Gender Equality Champions: Organisations that have…

Specific Challenge: The “EU Award for Gender Equality Champions” is a recognition prize scheme designed as a booster and a complement to the Gender Equality Plans (GEP) eligibility criterion in Horizon Europe [1] , and as a tool for advancing inclusive GEPs and policies within the framework of the ERA Policy Agenda. Expected Outcomes : Recognition of organisations with the most significant impact resulting from the implementation of their GEP, serving as role models for others; Strengthened gender equality and inclusiveness in the European Research Area. The Prize will be awarded to four organisations, and contestants can apply to one of the following three prize categories: Sustainable Gender Equality Champions: Organisations that can demonstrate a significant and sustained record of activity and a high level of achievement through the implementation of their GEP(s); Newcomer Gender Equality Champions: Organisations without a sustained record of activity in gender equality that have recently completed the implementation of their first GEP and can demonstrate the most progress achieved through its implementation; Inclusive Gender Equality Champions: Organisations that have…

Specific Challenge: The “EU Award for Gender Equality Champions” is a recognition prize scheme designed as a booster and a complement to the Gender Equality Plans (GEP) eligibility criterion in Horizon Europe [1] , and as a tool for advancing inclusive GEPs and policies within the framework of the ERA Policy Agenda. Expected Outcomes : Recognition of organisations with the most significant impact resulting from the implementation of their GEP, serving as role models for others; Strengthened gender equality and inclusiveness in the European Research Area. The Prize will be awarded to four organisations, and contestants can apply to one of the following three prize categories: Sustainable Gender Equality Champions: Organisations that can demonstrate a significant and sustained record of activity and a high level of achievement through the implementation of their GEP(s); Newcomer Gender Equality Champions: Organisations without a sustained record of activity in gender equality that have recently completed the implementation of their first GEP and can demonstrate the most progress achieved through its implementation; Inclusive Gender Equality Champions: Organisations that have…

Expected Outcome: Project results are expected to contribute to the following outcomes: For supported postdoctoral fellows Increased set of research and transferable skills and competences, leading to improved employability and career prospects of MSCA postdoctoral fellows within academia and beyond; New mind-sets and approaches to R&I work forged through international, inter-sectoral and interdisciplinary experience; Enhanced networking and communication capacities with scientific peers, as well as with the general public that will increase and broaden the research and innovation impact. For participating organisations Increased alignment of working conditions for researchers in accordance with the principles set out in the European Charter for Researchers; Enhanced quality and sustainability of research training and supervision; Increased global attractiveness, visibility and reputation of the participating organisation(s); Stronger R&I capacity and output among participating organisations; better transfer of knowledge; Regular feedback of research results into teaching and education at participating organisations. Scope: Fellowships will be provided to excellent researchers…