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Li-Ion Battery Pack Thermal Management: Liquid Versus Air Cooling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The Li-ion battery operation life is strongly dependent on the operating temperature and the temperature variation that occurs within each individual cell. Liquid-cooling is very effective in removing substantial amounts ...
Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Conditional invertible neural networks (cINNs) were used for generative inverse design of aerodynamic shapes for a given aerodynamic performance target. The methodology was used to generate two-dimensional (2D) airfoil ...