Parameter space exploration of cellular mechanical metamaterials using genetic algorithms S Liu, P Acar AIAA Journal 61 (8), 3633-3643, 2023 | 10 | 2023 |
Inverse Multiscale Design of Cellular Mechanical Metamaterials S Liu, P Acar AIAA SCITECH 2022 Forum, 1135, 2022 | 4 | 2022 |
Generative Adversarial Networks for Inverse Design of Two-Dimensional Spinodoid Metamaterials S Liu, P Acar Aiaa Journal 62 (7), 2433-2442, 2024 | 3 | 2024 |
Mapping material-property space of cellular metamaterials under uncertainty S Liu, P Acar Computational Materials Science 233, 112716, 2024 | 2 | 2024 |
Uncertainty quantification of microstructures: a perspective on forward and inverse problems for mechanical properties of aerospace materials MM Billah, M Elleithy, W Khan, S Yıldız, ZE Eğer, S Liu, M Long, P Acar Advanced Engineering Materials 27 (2), 2401299, 2025 | 1 | 2025 |
Optimization and Supervised Machine Learning Methods for Inverse Design of Cellular Mechanical Metamaterials S Liu Virginia Tech, 2024 | | 2024 |
Exploring Property Spaces of Cellular Mechanical Metamaterials under Uncertainty S Liu, P Acar AIAA SCITECH 2023 Forum, 1094, 2023 | | 2023 |