68 citations · 183 across the 9 of their papers we have counts for
3 papers · 2 filters
Towards deep generation of guided wave representations for composite materials
Mahindra Rautela, J. Senthilnath, Armin Huber +1
Laminated composite materials are widely used in most fields of engineering. Wave propagation analysis plays an essential role in understanding the short-duration transient respons…
Inverse characterization of composites using guided waves and convolutional neural networks with dual-branch feature fusion
Mahindra Rautela, Armin Huber, J. Senthilnath +1
In this work, ultrasonic guided waves and a dual-branch version of convolutional neural networks are used to solve two different but related inverse problems, i.e., finding layup s…
Delamination prediction in composite panels using unsupervised-feature learning methods with wavelet-enhanced guided wave representations
Mahindra Rautela, J. Senthilnath, Ernesto Monaco +1
With the introduction of damage tolerance-based design philosophies, the demand for reliable and robust structural health monitoring (SHM) procedures for aerospace composite struct…