Trường Cơ khí

International Journals:

1. C. Truong-Quoc, K. Jeon, J. Kim, S. H. Kwon, D. Seo, C. Lee, D. N. Kim, “De novo design of DNA origami with a generative diffusion model,” Nature Communications, 17, 6792 (2026). (Q1)

2. C. Truong-Quoc, J. Y. Lee, K. S. Kim, D. N. Kim, “Prediction of DNA origami shape using graph neural network,” Nature Materials, 23(7), 984–992 (2024). (Q1)

3. S. W. Lee, C. Truong-Quoc, Y. Ro, D. N. Kim, “Adversarial deep energy method for solving saddle point problems involving dielectric elastomers,” Computer Methods in Applied Mechanics and Engineering, 421, 116825 (2024). (Q1, co-first author)

4. C. Truong-Quoc, S. Im, M. Cho, “A surrogate model for real-time dynamic simulation of dielectric elastomer actuators via long short-term memory networks,” Mechanics of Advanced Materials and Structures, 29(27), 6860–6880 (2022). (Q1)

5. S. N. Nguyen, C. Truong-Quoc, J. Han, S. Im, M. Cho, “Neural network-based prediction of the long-term time-dependent mechanical behavior of laminated composite plates with arbitrary hygrothermal effects,” Journal of Mechanical Science and Technology, 35(10), 4643–4654 (2021). (Q2, co-first author)

International Conferences:

1. H. Q. Do, C. Truong-Quoc, Q. V. Tran, “Multi-agent Formation Navigation Using Diffusion-Based Trajectory Generation: Experimental Comparisons,” IFToMM ISRM, 2026.

2. M. Vuong-Duc, T. G. Nguyen, M. T. Nguyen-Thai, C. Truong-Quoc, “Motion-Primitive Navigation of a Flix-Walker Under Payload and Friction Variations,” IFToMM ISRM, 2026.

3. T. T. Vuong, D. T. Nguyen, N. T. Nguyen, P. T. Thai, C. Truong-Quoc, “Gradient-Based Inverse Design of Kresling Origami via Neural Surrogate Modeling,” IFToMM ISRM, 2026.

4. C. Truong-Quoc, J. Y. Lee, K. S. Kim, D. N. Kim, “Graph neural networks for DNA origami shape prediction,” KSME Annual Conference, Korea, 2024.

5. C. Truong-Quoc, J. Y. Lee, D. N. Kim, “Learning and predicting DNA structures through graph neural networks,” KSME Annual Conference, Korea, 2023.

National Conferences:

Patents:

1. “Method and system for designing DNA origami structures using machine learning,” US 2025/0246267 A1, United States, 2025 (co-inventor; application accepted).

2. “System for generating design information of DNA nanostructures based on a generative model,” patent application, Korea (co-inventor; pending).