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governed by differential equations while accounting for measured experimental data. While a strong limitation of PINNs was their low speed, recent research has shown that efficiency and accuracy can be
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squared – which is inherently problematic numerically. Secondly, the differential equation used to evolve a magnetic system forward in time might be stiff, thus requiring special numerical techniques. In
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squared – which is inherently problematic numerically. Secondly, the differential equation used to evolve a magnetic system forward in time might be stiff, thus requiring special numerical techniques. In
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for over a decade for modelling magnetocaloric devices at DTU. The model considers fluid flow, heat transfer dynamics and magnetism and solves the partial differential equations governing the system as
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magnetocaloric devices at DTU. The model considers fluid flow, heat transfer dynamics and magnetism and solves the partial differential equations governing the system as function of time. In the project, you will