Publications
Blogs
Aug 2020
How a machine learning industry projects different from a school project
Aug 2020
Whether the take-home assignments serve their purposes and how to conquer them
Jul 2020
Academia, Finance, Data Science, and other career options for a Physics student.
Jul 2020
My step-by-step to go from Physics to Data Science in one year
selected academic papers
Nguyen, D. M., Wang, C., Shen, Y., & Zeng, Y. (2023). LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee’s Advertisement Recommendation. In Proceedings of the 17th ACM Conference on Recommender Systems (pp. 334-337).
Ohl, C. D., Gonzalez-Avila, S. R., Nguyen, D. M., & Mishra, H. (2022). Surface protection against cavitation erosion. U.S. Patent Application No. 17/435,895.
Gonzalez-Avila, S. R., Nguyen, D. M., Arunachalam, S., Domingues, E. M., Mishra, H., & Ohl, C. D. (2020). Mitigating cavitation erosion using biomimetic gas-entrapping microtextured surfaces (GEMS). Science advances, 6(13), eaax6192.
Nguyen, D. M., Sanathanan, M. S., Miao, J., Rivas, D. F., & Ohl, C. D. (2019). In-phase synchronization between two auto-oscillating bubbles. Physical review fluids, 4(4), 043601.
Nguyen, D. M., Hu, L., Miao, J., & Ohl, C. D. (2018). Oscillate boiling from electrical microheaters. Physical Review Applied, 10(4), 044064
Nguyen, D. M., Xu, H., Zhang, Y., & Zhang, B. (2015). Active thermal cloak. Applied Physics Letters, 107(12), 121901. (Featured article)