WebJul 16, 2024 · Graphene-based materials have excellent advantages in the 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
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WebNov 28, 2024 · Ultimately, Harper believes that the key advantages of using graphene in … WebAt Evove™, we envisage a day when precision membrane technology underpins circular … flutter boxfit.contain
Efficient water desalination with graphene nanopores obtained using ...
WebApr 3, 2024 · A UK-based team of researchers has created a graphene-based sieve … WebOct 22, 2024 · Efficient water desalination with graphene nanopores obtained using … WebFeb 2, 2024 · Apr 2013. "Certificate of Merit awarded to David Cohen-Tanugi for the first oral presentation of 'Nanoporous graphene as a water desalination membrane', which was judged outstanding for material ... flutter bouncing scroll physics