Evolutionary Algorithm-Guided Voxel-Encoding Printing of Functional Hard-Magnetic Soft Active Materials. - Shuai Wu; Craig M. Hamel; Qiji Ze; Fengyuan Yang; H. Jerry Qi; Ruike Zhao (Adv. Intell. Syst., 2020)

Calibrating constitutive models with full-field data via physics informed neural networks. - Craig M. Hamel; Kevin N. Long; Sharlotte L. B. Kramer (CoRR, 2022)

Modular machine learning-based elastoplasticity: generalization in the context of limited data. - Jan Niklas Fuhg; Craig M. Hamel; Kyle Johnson; Reese E. Jones; Nikolaos Bouklas (CoRR, 2022)

Uncertainty quantification of neural network models of evolving processes via Langevin sampling. - Cosmin Safta; Reese E. Jones; Ravi G. Patel; Raelynn Wonnacott; Dan S. Bolintineanu; Craig M. Hamel; Sharlotte L. B. Kramer (CoRR, 2025)