Roger M. Groves

Investigations on Explainable Artificial Intelligence methods for the deep learning classification of fibre layup defect in the automated composite manufacturing

Sebastian Meister, Mahdieu Wermes, Jan Stüve et al. · Composites Part B Engineering · 2021 · 89 citations · Full text

Acoustic emission source location using Lamb wave propagation simulation and artificial neural network for I-shaped steel girder

Lu Cheng, Haohui Xin, Roger M. Groves et al. · Construction and Building Materials · 2020 · 75 citations · Full text

Engineering, Structural Vibration, Ae Source Location +15

2D and 3D non-destructive evaluation of a wooden panel painting using shearography and terahertz imaging

Roger M. Groves, B. Pradarutti, Eleni Kouloumpi et al. · NDT & E International · 2009 · 71 citations

Non-destructive Evaluation, Wooden Panel, Terahertz Imaging

Detection of multiple low-energy impact damage in composite plates using Lamb wave techniques

Pedro Ochôa, V. Infante, J.M. Silva et al. · Composites Part B Engineering · 2015 · 67 citations

Damage Mechanism, Engineering, Impact (Mechanics) +9

DeepSHM: a deep learning approach for structural health monitoring based on guided Lamb wave technique

Vincentius Ewald, Roger M. Groves, Rinze Benedictus · 2019 · 63 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16