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In a fusion reactor its walls must endure intense heat fluxes as well as a constant bombardment of neutrons and plasma species. Traditionally solid materials such as tungsten have been the primary
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metal system that will be implemented in the Magnum-PSI linear plasma device, and use this to evaluate the performance of flowing systems under steady-state and transient high-flux loading conditions
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for these devices, working alongside leading European research groups and with access to national high-performance computing. The project also pioneers the use of agentic AI and large language models to orchestrate
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