Generating three-dimensional structures from a two-dimensional slice with generative adversarial network-based dimensionality expansion S Kench, SJ Cooper Nature Machine Intelligence 3 (4), 299-305, 2021 | 135* | 2021 |
Microstructure reconstruction of battery polymer separators by fusing 2D and 3D image data for transport property analysis H Xu, F Usseglio-Viretta, S Kench, SJ Cooper, DP Finegan Journal of Power Sources 480, 229101, 2020 | 34 | 2020 |
Machine-learning-driven advanced characterization of battery electrodes DP Finegan, I Squires, A Dahari, S Kench, KL Jungjohann, SJ Cooper ACS Energy Letters 7 (12), 4368-4378, 2022 | 16 | 2022 |
Fusion of complementary 2D and 3D mesostructural datasets using generative adversarial networks (adv. Energy mater. 2/2023) A Dahari, S Kench, I Squires, SJ Cooper Advanced Energy Materials 13 (2), 2370009, 2023 | 15* | 2023 |
MicroLib: A library of 3D microstructures generated from 2D micrographs using SliceGAN S Kench, I Squires, A Dahari, SJ Cooper Scientific Data 9 (1), 645, 2022 | 10 | 2022 |
Artefact removal from micrographs with deep learning based inpainting I Squires, A Dahari, SJ Cooper, S Kench Digital Discovery 2 (2), 316-326, 2023 | 4* | 2023 |
On the Temperature Limits of Ni-Based Superalloys D Barba, A Egan, S Kench, TM Smith, MJ Mills, RC Reed TMS 2020 149th Annual Meeting & Exhibition Supplemental Proceedings, 785-792, 2020 | 3 | 2020 |
TauFactor 2: A GPU accelerated python tool for microstructural analysis S Kench, I Squires, S Cooper Journal of Open Source Software 8 (88), 5358, 2023 | 1 | 2023 |
Fatigue life prediction of electron beam melted micro-sized parts based on regenerated surfaces using machine learning approach Y Hou, S Kench, T Wouters, R Talemi Procedia Structural Integrity 57, 73-78, 2024 | | 2024 |
Deep Learning-Based Framework to Predict Defect-Induced Fatigue Scatter of Additively Manufactured Micro-Sized Parts Y Hou, S Kench, T Wauters, R Talemi Available at SSRN 4818980, 0 | | |
Multiscale & multiphysics modelling of diffusional stacking fault shearing in Ni-based superalloys D Barba, S Kench, RC Reed | | |