WebJul 16, 2024 · Graphene-based materials have excellent advantages in the desalination … WebJun 24, 2024 · Freshwater: a new graphene-based membrane could someday be used in …
Methane To The Rescue! New Energy Efficient Graphene Desalination ...
The framework (Fig. 1) of water desalination for efficient water desalination consists of a DRL agent and a CNN-based performance predictor network. At each timestep, the DRL agent generates a updated nanopore by removing at most one atom from the graphene, and the CNN-based performance predictor … See more We consider the graphene nanopore system as illustrated in Fig. 2a, which consists of four different sections: a graphene piston that … See more Our goal was to design the optimal geometry of graphene nanopore for energy-efficient water desalination, which simultaneously demanded high flux and high ion rejection … See more To facilitate the efficient estimation of water desalination performance in our AI-driven framework, a CNN model was trained to make an instantaneous prediction of water … See more The collection of both DRL-created graphene nanopores (7999 samples) and nanopores in the training dataset (3937 samples) is … See more WebMar 16, 2024 · Graphene Membrane nanofiltration has potential applications in many … greenville tx pediatrics
Efficient water desalination with graphene nanopores …
WebMar 22, 2013 · The perforated graphene is aptly called Perforene. Lockheed has the U.S. Patent on this technology and is currently pumping out "pretty big quantities of it" at Lockheed's advanced technology... WebJul 12, 2024 · AI framework. The framework (Fig. 1) of water desalination for efficient water desalination consists of a DRL agent and a CNN-based performance predictor network.At each timestep, the DRL agent ... fnf vs boss baby