Permanent magnets
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magnetic phase prediction by genetic algorithms,
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energy product and coercivity field of magnetic materials,
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determination of the Curie (transition) temperature,
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modeling and design of magnetostrictive materials for sensors and actuators.
Nuclear Fusion and Fission Materials
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determination of temperature stability of solid-liquid phases (eutectics/peritectics),
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thermal expansion and temperature of melting,
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heat transfer (thermal conductivity),
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determination of miscibility-immiscibility threshold in alloys,
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modeling of 1st wall materials for thermonuclear reactors.
2D materials
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permeability control by membrane design (graphene etc.),
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mechanical properties (hardness, elasticity, ductility vs brittleness),
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surface modification to increase efficiency of catalysis,
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design and tunability of superhard coatings.
Energy related materials
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determination of Li-, Na- based battery materials quantities (gravimetric/volume capacity, etc.),
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figure of merit of thermoelectric materials,
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tuning of the adiabatic temperature change for magnetocaloric materials.