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Field
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the spatial reasoning capabilities of multi-mode large language models and hybrid AI systems combining artificial neural networks with symbolic AI. In-house research and development of one of these systems
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to a wide range of state-of-the art research infrastructures organized as open facilities (https://www.umu.se/en/research/research-infrastructure/ ). An active postdoctoral network exists at Umeå
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facilities in partnership with the computational science community. We help researchers solve some of the world’s largest and most complex problems with our unique combination of supercomputing resources and
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increasing cited as a key requirement to meet net-zero emission goals in 2050 and temperature targets for 2100. Yet, CDR activities span a range of technological and biological systems, including afforestation
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enables bold, interdisciplinary science to advance our understanding of geological hazards and Earth processes in one of North America's most complex and geologically active regions. Summary: The postdoc
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of Minnesota, working with Professor Russell Funk. This position focuses on using computational methods to understand how knowledge is produced, shared, and applied across complex systems. About the Project
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(deterministic, stochastic, robust, reinforcement learning–based) • Systems architecture and design for complex socio-technical systems • Graph theory, network science, and knowledge representation • Agent-based
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models to analyze and mitigate fine particulate matter (PM2.5) exposure from various infrastructure systems (e.g., transportation networks, manufacturing systems, and truck routing). Assessing
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expertise from control theory, machine learning, optimization, and network science, spanning diverse application domains such as energy systems, biomedical systems, neuroscience, and safety and security
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to understand and predict how technologies evolve — from artificial intelligence to net-zero innovations in energy, transport, and carbon capture. By building a global database on technological progress, we seek