Showing results 5 to 14 of 14
Deep learning framework for material design space exploration using active transfer learning and data augmentation Kim, Yongtae; Kim, Youngsoo; Yang, Charles; Park, Kundo; Gu, Grace X.; Ryu, Seunghwa, NPJ COMPUTATIONAL MATERIALS, v.7, no.1, 2021-09 |
Designing an Adhesive Pillar Shape with Deep Learning-Based Optimization Kim, Yongtae; Yang, Charles; Kim, Youngsoo; Gu, Grace X.; Ryu, Seunghwa, ACS APPLIED MATERIALS & INTERFACES, v.12, no.21, pp.24458 - 24465, 2020-05 |
Designing staggered platelet composite structure with Gaussian process regression based Bayesian optimization Park, Kundo; Kim, Youngsoo; Kim, Minki; Song, Chihyeon; Park, Jinkyoo; Ryu, Seunghwa, COMPOSITES SCIENCE AND TECHNOLOGY, v.220, 2022-03 |
Designing tough isotropic structural composite using computation, 3D printing and testing Kim, Yongtae; Kim, Youngsoo; Libonati, Flavia; Ryu, Seunghwa, COMPOSITES PART B-ENGINEERING, v.167, pp.736 - 745, 2019-06 |
Elastic and fracture property analyses of triangular and square lattice spring models at a large deformation regime Kim, Yongtae; Kim, Youngsoo; Ryu, Seunghwa, JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, v.32, no.6, pp.2693 - 2706, 2018-06 |
Highly Ordered 3D Microstructure-Based Electronic Skin Capable of Differentiating Pressure, Temperature, and Proximity Kim, Jin-Oh; Kwon, Se Young; Kim, Youngsoo; Choi, Han Byul; Yang, Jun Chang; Oh, Jinwon; Lee, Hyeon Seok; et al, ACS APPLIED MATERIALS & INTERFACES, v.11, no.1, pp.1503 - 1511, 2019-01 |
Improved incrementally affine homogenization method for viscoelastic-viscoplastic composites based on an adaptive scheme Jung, Jiyoung; Kim, Youngsoo; Lee, Sangryun; Doghri, Issam; Ryu, Seunghwa, COMPOSITE STRUCTURES, v.297, 2022-10 |
Micromechanics-Based Homogenization of the Effective Physical Properties of Composites With an Anisotropic Matrix and Interfacial Imperfections Ryu, Seunghwa; Lee, Sangryun; Jung, Jiyoung; Lee, Jinyeop; Kim, Youngsoo, FRONTIERS IN MATERIALS, v.6, 2019-03 |
Multiscale modeling framework to predict the effective stiffness of a crystalline-matrix nanocomposite Lee, Sangryun; Jung, Jiyoung; Kim, Youngsoo; Kim, Yongtae; Ryu, Seunghwa, INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE, v.161, 2021-01 |
Using convolutional neural networks to predict composite properties beyond the elastic limit Yang, Charles; Kim, Youngsoo; Ryu, Seunghwa; Gu, Grace X., MRS COMMUNICATIONS, v.9, no.02, pp.609 - 617, 2019-06 |
Discover