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RIS3-D Vibration Analysis of Fiber Reinforced Composite Laminated Cylindrical Shells
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this paper, 3-D solutions of free vibrations are presented for isotropic and composite laminated cylindrical shells. The perturbation method and a variational principle are used to obtain the ...
Computer Simulation of 3-D Random Distribution of Short Fibers in Metal Matrix Composite Materials
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this paper, the microstructure of “Saffil”-Al2 O3 short fiber reinforced Al-Mg5.5 metal matrix composite material is simulated by computer. In the simulation it is taken into account of that ...
Gradient-Driven Physics Informed Neural Networks for Conduction Heat Transfer and Incompressible Laminar Flow
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Physics-Informed Neural Networks (PINNs) have opened new possibilities for solving partial differential equations (PDEs) by embedding physical laws directly into the learning process. However, despite their ...