Alternatives to Quantum Machine Learning

Expected Outcome: Proposals submitted to this call are expected to address several of the following elements: • Scaling of wafer-level photonic processes for key materials (e.g. SiN, InP, GaAs),including process integration, yield optimisation, and manufacturability at highvolumes. • Development of packaging and test solutions that are scalable, automated, andcompatible with co-packaged optics and advanced photonic-electronic integration. • Integration of heterogeneous materials and components, such as on-chip lasers,modulators, and detectors, using advanced packaging and assembly approaches. • Design-process-equipment co-optimisation, enabling repeatable, cost-effectiveproduction of complex photonic circuits and systems, including use of PDKs andvalidated building blocks. • Demonstration of system-level functionality through application-relevant use casesin strategic sectors (e.g. AI, sensing, telecommunication, mobility, health, defence),with quantified performance metrics and clear market relevance.

Expected Outcome: the proposals under this call are expected to address one or more of the following subjects : • Enhanced personalized monitoring, care and treatments, focusing on the development of highly customized healthcare solutions, including the required research and diagnostic tools, tailored to individual needs, covering various scenarios such as chronic disease management, physiotherapy, precision diagnosis, personalized medicine/treatment, pre- and postoperative care, and daily assistance in homes and common spaces. It also targets effective management of chronic diseases and elderly care through personalized monitoring and interventions facilitated by advanced sensor technologies and edge-to-cloud solutions. This includes the development and integration of solutions for Hospitalization at Home, enabling patients to receive complex, remotely supervised care using intelligent medical devices capable of sensing, analysing, and transmitting real-time data. This requires a continuum, from in-hospital diagnostics to robust, long-term patient support at home via AI-driven care pathways and hospitalization at home. • Prevention and treatment of diseases, allowing the improved…

Expected Impact: The action under this topic is expected to achieve the following impacts and contribute to the following EU policies/initiatives: deliver innovative, early technology solutions that contribute to addressing strategic unmet public health needs across multiple therapy areas to improve prevention, early diagnosis, and treatment; leverage the unique network and scale of IHI JU members to create a pipeline to support innovative startups in the health industry, fully integrated into European initiatives in support of start-ups and entrepreneurship; drive early cross-sector health R&D and innovation to strengthen the European healthcare industry’s global competitiveness, contributing to the EU Industrial Strategy and Pharmaceutical Strategy objectives; create a sustainable network of European healthcare incubators to guide and support highly talented and innovative early-stage companies; harness digital health and data-sharing technologies (e.g., AI and big data) to enable interoperable health solutions, contributing to the European Health Data Space (EHDS) and improved evidence based care;- the action should generate a portfolio of early‑stage companies that have…

Expected Impact: The action under this topic is expected to achieve the following impacts: Faster and more informed decision-making through the use of an AI-driven NAM (AI Foundation Toxicology Model) and increased efficiency through rapid processing of vast amounts of data [1] . Increased consistency and standardisation in a NAM-based approach, specifically an AI model, used by industry in the efficient development, testing and production of safe and effective innovative health technologies, improving industrial competitiveness. Regulatory adoption of a NAM-enabled second species waiver model (AI Foundation Toxicology Model) and weight-of-evidence framework, in line with recommendations and more consistent global decision-making on waiving second species testing. Reduction in animal use, accelerated timelines and lower costs, enhancing the competitiveness of the European health industry through economical and ethical benefits. Improved public health as patients will benefit from safe and effective medicines developed faster using validated NAMs. The action is expected to contribute to the EU Directive (2010/63/EU) [2] on the protection of animals used for scientific purposes and…

Expected Impact: The action under this topic is expected to achieve the following impacts: Accelerate EU access to more cost-effective interventions in an increasingly ageing population by identifying personalised treatment approaches for elderly-onset immune diseases. Decrease disease risk later in life by defining specific prevention strategies based on ageing biomarkers and risk factors. Halt age-associated disease exacerbation by the identification of predictive and digital biomarkers that can stratify patients for early intervention. Improve quality of life for healthy individuals and patients by preventing further health decline, avoiding escalating care costs, and properly stratifying individuals earlier in the diagnostic pathway. Accelerate adoption of innovative diagnostic, preventative, and therapeutic strategies, strengthening the EU’s position as a healthcare innovator. Evaluate digital biomarker as potential regulatory endpoints in the ultimate goal to develop medicines for ‘healthy ageing’. Integrate fragmented research efforts by bringing together health industry sectors and stakeholders to develop clinical and multi-omics data integration capabilities. Enable new…

Expected Outcome: Projects should contribute to all of the following expected outcomes: Policymakers, educators, and other relevant actors have tools and recommendations to put in place more opportunities for lifelong civic and citizenship [1] learning, in support of democracy and democratic participation, including by relying on the opportunities offered by digital means, notably civic tech. Policymakers at local, regional, national and EU level have tools and recommendations for ensuring the participation of citizens in democratic life, whatever their background, especially those who face barriers to participation in democratic processes. Scope: A healthy democracy relies on citizens being able to make informed democratic choices, in free and fair elections. Meaningful and inclusive citizens’ participation and engagement can further complement and reinforce representative democracies and foster trust in public institutions. Education plays a major role in supporting active interest in democratic participation and citizen engagement. Accessible education in matters of democracy and participation in public-policy making is a lifelong process that concerns all age groups in society…

Expected Outcome: Project results are expected to contribute to all of the following expected outcomes: Implementation of the NWRSA methodology for secondary rural roads; Innovative and effective enforcement strategies, incentive mechanisms and measures raising risk awareness for fostering safer behaviour; Prevention strategies for reducing road fatalities and serious road traffic injuries on rural roads along with the respective implementation guidelines and policy measures tailored to the responsible stakeholders (regional authorities, police, healthcare professionals, national governments, etc.); GIS-based application to assist local and regional authorities in identifying and mapping the impact of extreme weather phenomena and other natural disasters (such as floods, fires, storms, heavy snowfall etc.) on the safety and resilience of the road network in their jurisdiction. Scope: With more than 50% of all EU road fatalities occurring in rural areas along with evidence suggesting that crashes and crash-related fatalities in rural roads vary from those in urban roads or motorways, it is imperative to understand and mitigate the safety risks in rural roads in view of the EU’s…

Expected Outcome: Projects should contribute to all of the following expected outcomes: Provide policymakers, education practitioners and citizens with a solid understanding of how social media, video gaming and other leisure uses of digital tools relate to the educational outcomes of young people, including through their impact on well-being and mental health. Generate rigorous, policy-relevant evidence about policies and practices aiming to inform and regulate young people’s use of digital tools for non-educational purposes, such as smartphones, at school. Develop actionable advice for policymakers and citizens about how to promote young people’s healthy use of digital tools for leisure, both at school and outside school. Describe and quantify the relationships of using digital tools for leisure and communication with students’ motivation, study habits, attention span and concentration, time management, engagement, social integration and overall well-being. Scope: The increasing prevalence of digital devices in young people’s life has raised concerns about the potential impacts of the use of digital tools for leisure and communication on primary-, secondary- and higher education…

Expected Outcome: Project results are expected to contribute to all the following expected outcomes: Advance in the achievement of the Strategic Energy Technology (SET) Plan’s research and innovation priorities and targets for wind energy; Efficient and effective support to wind energy research and innovation through alignment and cooperation among different actors, avoiding fragmentation of efforts; Energy producers and consumers benefit from increased performance of wind energy technologies with the focus on efficiency and flexibility, reduced cost, improved reliability and sustainability, operation and maintenance, safety, robustness and security during all stages of the lifetime of a wind energy farm from installation, operation and maintenance to decommissioning; Increased contribution of wind energy to the energy system, with minimal impacts on health and the environment (notably biodiversity and pollution) and at the lowest possible cost. Scope: The action contributes to address the Strategic Energy Technology (SET) Plan’s research and innovation priorities and targets for wind energy, as defined by the Implementation Working Group (IWG) on wind energy, the European…

Expected Outcome: Project results are expected to contribute to all of the following expected outcomes: Increased evidence of factors such as physiological, behavioural, social, environmental and cultural that influence how different user and demographic groups perceive and use smart, secured, integrated energy efficient building systems, and how it affects the building whole-life cycle and energy savings, as well as occupant satisfaction, health and well-being; The design and operation of smart building systems and smart buildings are improved making them more user-friendly and effective. Scope: Significant investments have been made in developing hardware and software for smart buildings. There is still limited understanding how smart buildings solutions impact the energy performance of buildings and users’ comfort in practice. Research is required on the technical, social, and economic factors that influence how different groups – defined by their social, educational, age, and financial status – use and interact with smart buildings and systems. The whole-life cycle impacts of smart building have to be better understood, from design and construction to operation, maintenance,…

Expected Outcome: Successful proposals will contribute to the implementation of the EU initiative on Biotechnology and Biomanufacturing and the EU Life Sciences Strategy as well as the updated EU Bioeconomy Strategy, the upcoming EU Biotechnology Act and 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 production of nutritional food ingredients. Resilience and strategic autonomy of EU food sectors via diversification of nutritional food ingredient sources. Increased environmental sustainability of food sectors (e.g. addressing issues like land use, water use, energy consumption, nitrogen cycle, other nutrients, etc.). Improved consumers awareness and acceptance of nutritional food ingredients from alternative sources, contributing to sustainable healthy diets. Scope: Human nutrition is a key area where the bio-based industries can play an important role in addressing the present societal and climate challenges. Considerable attention is given to the utilisation of alternative sources of proteins, fibres and oils/fats, due to the increasing world population…

Expected Outcome: Project results are expected to contribute to all of the following expected outcomes: Better understanding of the factors and interdependencies that influence levels of renovation of rental properties in the affordable housing sector; Increased number of policy makers revise policies, regulations, instruments and business models to increase the rate of renovation of rental properties in the affordable housing sector. Scope: The Renovation Wave strategy sets out measures across the whole renovation chain that aim to increase the rate and depth of renovations. One of the key principles for housing renovation towards 2030 and 2050 is affordability, i.e. making energy efficient, comfortable, healthy, sustainable and climate-resilient buildings widely available, in particular for medium and lower-income households and vulnerable people and areas. A better understanding of the impact of current policy frameworks on the affordable housing sector and on energy poverty is needed. Proposals are expected to address all of the following: Research the effectiveness and implications of existing policies at different levels of governance (from local to European), regulations,…