[14p-A205-1~11] 23.1 Joint Session N "Informatics"

Sat. Mar 14, 2020 1:45 PM - 4:45 PM A205 (6-205)

Tetsuhiko Miyadera(AIST), Ryota Shimizu(Tokyo Tech)

△：Presentation by Applicant for JSAP Young Scientists Presentation Award
▲：English Presentation
▼：Both of Above
No Mark：None of Above

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1:45 PM - 2:00 PM

[14p-A205-1] [Highlight]Efficient construction of phase diagrams using machine learning -preparation of ZnSnP₂ thin films as an example

〇(PC)Ryoji Katsube¹, Kei Terayama^1,2, Ryo Tamura^3,4, Yoshitaro Nose¹ (1.Kyoto Univ., 2.RIKEN, 3.NIMS, 4.Univ. Tokyo)

2:00 PM - 2:15 PM

[14p-A205-2] High-throughput analysis of magnetic phase transition by the fusion of materials fabrication, characterization, and statistical analysis

Tadashi Nishio¹, Masahiro Yamamoto¹, Takuo Ohkochi², 〇Masato Kotsugi¹ (1.Tokyo Univ. Sci., 2.JASRI)

2:15 PM - 2:30 PM

[14p-A205-3] Coercivity analysis of soft magnetic material using Persistent Homology

〇Sotaro Kunii¹, Alexandre Foggiatto¹, Keita Kimura¹, Chiharu Mitsumata², Masato Kotsugi¹ (1.Tokyo Univ. of Sciencce, 2.NIMS)

2:30 PM - 2:45 PM

▼ [14p-A205-4] Visualization of free energy landscape in spinodal decomposition using persistent homology combined with unsupervised machine learning

〇(P)Alexandre Foggiatto¹, Hirotaka Aoki¹, Sotaro Kunii¹, Masato Kotsugi¹ (1.Tokyo Univ. of Science)

2:45 PM - 3:00 PM

[14p-A205-5] XRD generation for unknown samples in Auto-Encoder

〇Keishu Uchimura¹, Masao Yano², Hiroyuki Kimoto², Kenta Hongo^1,3,4, Ryo Maezono¹ (1.JAIST, 2.TOYOTA, 3.NIMS, 4.PRESTO, JST)

3:15 PM - 3:30 PM

[14p-A205-6] Development of AI-robot-driven autonomous thin film growth system

〇Ryota Shimizu^1,2, Shigeru Kobayashi¹, Yasunobu Ando³, Taro Hitosugi¹ (1.Tokyo Tech, 2.JST-PRESTO, 3.AIST)

3:30 PM - 3:45 PM

[14p-A205-7] Evaluation of crystallographic similarity using Digital Annealer, and its application to exploration of novel cathode materials for lithium-ion batteries

〇Tomochika Kurita¹, Kazunari Tanaka¹, Nobuyuki Katae¹, Hiroaki Yoshida¹, Mari Ohfuchi¹ (1.Fujitsu Labs., Ltd.)

3:45 PM - 4:00 PM

[14p-A205-8] Optimization of a photonic cavity based on iterative search using machine learning (2)

〇Takashi Asano¹, Susumu Noda¹ (1.Kyoto Univ.)

4:00 PM - 4:15 PM

[14p-A205-9] Automated measurement of two-dimensional photonic crystal nanocavities

〇Takashi Asano¹, Takeshi Shibata¹, Susumu Noda¹ (1.Kyoto Univ.)

4:15 PM - 4:30 PM

[14p-A205-10] Searching for robust H0 slotted nanoslot laser structure using gradient boosting algorithm

〇(B)Kohei Takahashi¹, Ryotaro Abe¹, Toshihiko Baba¹ (1.Yokohama Nat'l Univ.)

4:30 PM - 4:45 PM

[14p-A205-11] Real time prediction of temperatures in a crystal growth furnace using machine learning

〇Kentaro Kutsukake¹, Kensaku Maeda² (1.RIKEN, 2.Tohoku Univ.)

Session information