Thermochromic hydrogel-based energy efficient smart windows: fabrication, mechanisms, and advancementsThis review presents a comprehensive overview of recent advancements in hydrogel-based thermochromic smart windows, focusing on fabrication strategies, chromic mechanisms, and improvements in responsiveness, stability and energy-saving performance.