We expand a conventional metasurface design methodology to a global optimization space by advancing topology optimization via artificial-intelligence-assisted algorithms and tailorable materials platforms. We apply the developed approach to design efficient refractory photonics for thermophotovoltaics.

© 2019 The Author(s)

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