AI Simulation Confirms Graphene is Hydrophobic: Implications for Energy Storage and Desalination

Researchers using AI-based molecular dynamics simulations have confirmed that pristine graphene is inherently hydrophobic. This finding resolves a decade-long scientific debate by explaining how water trapped between graphene and its substrate previously created misleading hydrophilic results in experiments. Understanding the true water-repellent nature of graphene is critical for developing more efficient nano-fluidic devices. These insights are expected to advance the design of high-performance desalination membranes, hydrogen fuel cells, and next-generation energy storage systems.