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RISInvestigation of Flow Separation Characteristics in a Pump as Turbines Impeller Under the Best Efficiency Point Condition
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The impeller, which is the main energy conversion component of a pump as turbine (PAT), is designed for pumping mode, and its internal flow characteristics are quite complicated even at the best efficiency point (BEP) of ...
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In topology optimization using deep learning, the load and boundary conditions represented as vectors or sparse matrices often miss the opportunity to encode a rich view of the design problem, leading to less than ideal ...