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

Nano Convergence

Table 3 Some of highest efficiency structures by the DDQN

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