Data Driven Prognosis of Fracture Dynamics Using Tensor Train and Gaussian Process Regression. - Pham Luu Trung Duong; Shaista Hussain; Mark Hyunpong Jhon; Nagarajan Raghavan (IEEE Access, 2020)

Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design. - Jian Cheng Wong; Chin Chun Ooi; Joyjit Chattoraj; Lucas Lestandi; Guoying Dong; Umesh Kizhakkinan; David William Rosen; Mark Hyunpong Jhon; My Ha Dao (SSCI, 2022)

A compact yet flexible design space for large-scale nonperiodic 3D woven composites based on a weighted game for generating candidate tow architectures. - Zhenpei Wang; Brian N. Cox; Shemuel Joash Kuehsamy; Mark Hyunpong Jhon; Olivier Sudre; N. Sridhar; Gareth John Conduit (Comput. Aided Des., 2024)

Data-driven surrogate modelling of residual stresses in Laser Powder-Bed Fusion. - Lucas Lestandi; Jian Cheng Wong; Guoying Dong; Shemuel Joash Kuehsamy; Jakub Mikula; Guglielmo Vastola; Umesh Kizhakkinan; C. S. Ford; David W. Rosen; My Ha Dao; Mark Hyunpong Jhon (Int. J. Comput. Integr. Manuf., 2024)