Abstract Polycrystalline silicon (poly-Si) solar cells remain the foundation of terrestrial photovoltaic energy production due to their cost effectiveness, mature manufacturing processes, and proven reliability. However, their outdoor power conversion efficiency is limited by significant optical reflection losses at the air–semiconductor interface, particularly under AM1.5 solar irradiance, which reduces light absorption and charge carrier generation. Antireflection coatings (ARCs) have emerged