Spatiotemporal mapping of alloy mesostructure dynamics via multimodal coherent X-ray diffraction imaging Shuntaro Takazawa, Kakeru Ninomiya, Minh-Quyet Ha, Tien-Sinh Vu, Yuhei Sasaki, Masaki Abe, Hideshi Uematsu, Naru Okawa, Nozomu Ishiguro, Kyosuke Ozaki, Takaki Hatsui, Taiki Hoshino, Maiko Nishibori, Hieu-Chi Dam, Yukio Takahashi
Proceedings of the National Academy of Sciences, -, 2025
PID3Net: a deep learning approach for single-shot coherent X-ray diffraction imaging of dynamic phenomena Tien-Sinh Vu, Minh-Quyet Ha, Adam Mukharil Bachtiar, Duc-Anh Dao, Truyen Tran, Hiori Kino, Shuntaro Takazawa, Nozomu Ishiguro, Yuhei Sasaki, Masaki Abe, Hideshi Uematsu, Naru Okawa, Kyosuke Ozaki, Kazuo Kobayashi, Yoshiaki Honjo, Haruki Nishino, Yasumasa Joti, Takaki Hatsui, Yukio Takahashi, Hieu-Chi Dam
npj Computational Materials, 11, 1, -, 2025
Towards understanding structure–property relations in materials with interpretable deep learning Vu, T.-S., Ha, M.-Q., Nguyen, D.-N., Nguyen, V.-C., Abe, Y., Tran, T., Tran, H., Kino, H., Miyake, T., Tsuda, K., Dam, H.-C.
npj Computational Materials, 9, 1, -, 2023
Material dynamics analysis with deep generative model Duc-Anh Dao, Minh-Quyet Ha, Tien-Sinh Vu, Shuntaro Takazawa, Nozomu Ishiguro, Yukio Takahashi, Suzuki Masato, Takashi Kakubo, Naoya Amino, Hirosuke Matsui, Mizuki Tada, Hieu-Chi Dam
Digital Discovery, -, 2025