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Product Competition Prediction in Engineering Design Using Graph Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Understanding relationships between different products in a market system and predicting how changes in design impact their market position can be instrumental for companies to create better products. We propose a graph ...
Efficient Reliability-Based Mission Planning of Off-Road Autonomous Ground Vehicles Using an Outcrossing Approach
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Reliability-based mission planning of off-road autonomous ground vehicles (AGVs) aims to identify an optimal path under uncertain and deformable terrain environment, while satisfying specific mission mobility reliability ...
Validating Dynamic Engineering Models Under Uncertainty
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Validating dynamic engineering models is critically important in practical applications by assessing the agreement between simulation results and experimental observations. Though significant progresses have been made, the ...
New Modality for Maximizing Cryosurgical Killing Scope While Minimizing Mechanical Incision Trauma Using Combined Freezing-Heating System
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Cryosurgery is a minimally invasive surgical technique using extremely low temperature to destroy undesired tissues. A surgical freezing margin of at least 1 cm is often recommended to avoid ...
Yield Surface Evolution and Elastoplastic Model with Cubic Distortional Yield Surface
Publisher: ASCE
Abstract: We conducted a series of axial-torsional strain-controlled experiments on thin-walled tubular specimens of aluminum alloy Al6061 in our lab, examining carefully the probed yield points in axial-torsional space. On the basis ...
Simulation-Based Mission Mobility Reliability Analysis of Off-Road Ground Vehicles
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper develops a simulation-based mission mobility reliability (MMR) analysis framework to account for uncertainty in mobility prediction of off-road ground vehicles in mission planning. A concept of MMR is first ...
Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Understanding the impact of engineering design on product competitions is imperative for product designers to better address customer needs and develop more competitive products. In this paper, we propose a dynamic ...