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RISDeep Generative Tread Pattern Design Framework for Efficient Conceptual Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Tire tread patterns have played an important role in the automotive industry because they directly affect automobile performances. The conventional tread pattern development process has successfully produced and manufactured ...
Modified Structure of Deep Neural Network for Training Multi-Fidelity Data With Non-Common Input Variables
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Multi-fidelity surrogate (MFS) modeling technology, which efficiently constructs surrogate models using low-fidelity (LF) and high-fidelity (HF) data, has been studied to enhance the predictive capability of engineering ...