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PhyNRnet: Physics-Informed Newton–Raphson Network for Forward Kinematics Solution of Parallel Manipulators
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Despite significant performance advantages, the intractable forward kinematics have always restricted the application of parallel manipulators to small posture spaces. Traditional analytical methods and Newton–Raphson ...
Prediction of Traffic Volume in Bridge Load Random Process Based on Grey Markov Chain
Publisher: American Society of Civil Engineers
Abstract: In order to overcome the deficiencies of the grey prediction method, based on grey model prediction, an improved grey Markov chain model for prediction of the traffic volume in bridge random load process was proposed. The ...