Machine learning-optimized graphene-integrated refractory metasurface for broadband solar energy harvesting

Abstract A graphene-integrated refractory metasurface absorber is proposed for broadband solar thermal energy conversion. Near-unity broadband absorptance across 300–2500 nm is achieved through three concurrent mechanisms: free-space impedance matching, ground-plane-mediated transmission suppression...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Hussein A. Elsayed, Emad Solouma, Jacob Wekalao, Ahmed Mehaney, Mohammed Messaoudi, Amuthakkannan Rajakannu, Abdelrahman M. Rabie, Wail Al Zoubi
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Nature Portfolio 2026-05-01
Цуврал:	Scientific Reports
Нөхцлүүд:	Broadband metamaterial absorber Graphene-integrated metasurface Localized surface plasmon resonance Photothermal energy conversion Machine learning surrogate optimization Refractory metasurface
Онлайн хандалт:	https://doi.org/10.1038/s41598-026-51399-w
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!