1.1.1Deeper Machine Learning | |||
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1.1.2Human-centred AI | |||
1.1.3Next-level AI | |||
1.1.4Interdisciplinary AI | |||
1.2.1Quantum Communication | |||
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1.2.2Quantum Computing | |||
1.2.3Quantum Sensing and Imaging | |||
1.2.4Quantum Foundations | |||
1.3.1Neural Network Architectures | |||
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1.3.2Neuromorphic Systems | |||
1.3.3Neural Network Algorithms | |||
1.3.4Neuromorphic Benchmarking | |||
1.4.1Bio-architectures | |||
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1.4.2Bio-computational Logic and Strategies | |||
1.4.3Programmable Bio-synthesis | |||
1.4.4Novel Bio-computing Paradigms | |||
2.1.1Brain Monitoring | |||
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2.1.2Neuromodulation Delivery Systems | |||
2.1.3Hybrid Cognition | |||
2.1.4Memory Modification | |||
2.2.1Gene-based Diagnostics and Prevention | |||
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2.2.2Gene Therapies and Enhancement | |||
2.2.3Novel Bioengineering Approaches | |||
2.2.4Synthetic Organisms | |||
2.3.1Age-related Diagnostics and Prevention | |||
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2.3.2Fundamental Geroscience | |||
2.3.3Slowing Biological Ageing | |||
2.3.4Reversing Ageing | |||
2.4.1Cognitive Capacity Enhancement | |||
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2.4.2Consciousness Assessment | |||
2.4.3Brain-Machine Interfaces | |||
2.4.4Sense-expanding Technologies | |||
3.1.1Negative Emission Technologies | |||
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3.1.2Energy Transition | |||
3.1.3Advanced Materials | |||
3.1.4Energy Storage | |||
3.2.1Physical Models | |||
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3.2.2Ecological Models | |||
3.2.3Socio-economic Models | |||
3.2.4Integration and Coupling | |||
3.3.1Ecosystem-level Genetic Modification | |||
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3.3.2Alternative Proteins | |||
3.3.3Resilient Farming | |||
3.3.4Personalised Nutrition | |||
3.4.1Earth Orbit | |||
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3.4.2The Moon | |||
3.4.3Asteroid Belt | |||
3.4.4Mars | |||
3.5.1Harnessing Ocean Biodiversity | |||
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3.5.2Transition Ecosystems | |||
3.5.3Repairing the Ocean | |||
3.5.4Improved Ocean Observation | |||
4.1.1Computational Social Science | |||
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4.1.2Digital Democracy | |||
4.1.3Collective Intelligence | |||