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Table 3 Some of highest efficiency structures by the DDQN

From: Deep Q-network to produce polarization-independent perfect solar absorbers: a statistical report

Film #1 mat. Film #2 mat. Film #1 height (nm) Film #2 height (nm) Cylinder mat. Cylinder height (nm) Cylinder diameter (nm) Lattice spacing (nm) Abs. AUC (350 – 800 nm)  % Abs. AUC (8 – 13 µm)  %
Ge GaAs 1120 40 InAs 100 100 50 97.61 1.37
InAs InP 1000 240 InAs 100 100 50 97.32 1.50
GaAs InP 1120 40 InAs 100 100 50 97.05 2.48
InAs GaAs 1120 40 InAs 100 100 50 96.75 2.56
InAs GaAs 1110 40 InAs 100 100 50 96.74 2.67
GaAs GaAs 1120 40 InAs 100 100 50 96.57 2.58
InAs ZnO 1300 290 TiN 140 100 120 96.54 2.83
InAs InAs 1000 160 InAs 100 100 50 96.53 2.85