68 citations · 183 across the 9 of their papers we have counts for
6 papers · 1 filter
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…
An Efficient Approach with Dynamic Multi-Swarm of UAVs for Forest Firefighting
Josy John, K. Harikumar, J. Senthilnath +1
In this paper, the Multi-Swarm Cooperative Information-driven search and Divide and Conquer mitigation control (MSCIDC) approach is proposed for faster detection and mitigation of…
Metacognitive Decision Making Framework for Multi-UAV Target Search Without Communication
J. Senthilnath, K. Harikumar, S. Suresh
This paper presents a new Metacognitive Decision Making (MDM) framework inspired by human-like metacognitive principles. The MDM framework is incorporated in unmanned aerial vehicl…
DRBM-ClustNet: A Deep Restricted Boltzmann-Kohonen Architecture for Data Clustering
J. Senthilnath, Nagaraj G, Sumanth Simha C +4
A Bayesian Deep Restricted Boltzmann-Kohonen architecture for data clustering termed as DRBM-ClustNet is proposed. This core-clustering engine consists of a Deep Restricted Boltzma…
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…