Poster presentation

[17p-P08-1~8] 23.1 Joint Session N "Informatics"

Wed. Mar 17, 2021 3:00 PM - 3:50 PM P08 (Poster)

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

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3:00 PM - 3:50 PM

[17p-P08-1] Prediction of Materials for direct NO decomposition reaction by Machine Learning

〇Tetsuya Ohkawa¹, Takeshi Yamashita¹, Yoichi Takagishi¹ (1.Kobelco Res. Inst.)

3:00 PM - 3:50 PM

[17p-P08-2] Development of Kerr effect microscope using pulse magnet for combinatorial samples

〇Shinjiro Yagyu¹, Tadashi Mitsui¹, Toyohiro Chikyow¹, Takahiro Nagata¹ (1.NIMS)

3:00 PM - 3:50 PM

[17p-P08-3] RHEED pattern analysis for Si surface superstructure using machine learning

〇(B)Asako Yoshinari¹, Naoka Nagamura^1,2,3, Yuma Iwasaki^3,4,5, Masato Kotsugi¹ (1.Tokyo Univ. of Science, 2.NIMS, 3.PREST, 4.NEC, 5.AIST)

3:00 PM - 3:50 PM

[17p-P08-4] Acceleration of 2-Dimensional X-Ray Diffraction Analysis with Density-Based Clustering

〇(D)Akihiro Yamashita^1,2, Takahiro Nagata², Shinjiro Yagyu², Toru Asahi¹, Toyohiro Chikyow² (1.Waseda Univ., 2.NIMS)

3:00 PM - 3:50 PM

[17p-P08-5] Identification of amorphous states using persistent homology of TEM images

〇Fumihiko Uesugi¹, Masashi Ishii¹ (1.NIMS)

3:00 PM - 3:50 PM

[17p-P08-6] Generation of high molecular three-dimentional structure with variational auto encorder

〇(M1)Akihiro Matsunaga¹, Ichiki Akihisa² (1.Nagoya Univ., 2.Innovation for Future Society Inst.)

3:00 PM - 3:50 PM

[17p-P08-7] In-situ structural analysis during PLD growth of Iron oxide films

〇Yuto Tsukahara¹, Kaito Ito¹, Mikk Lippmaa², Ryota Takahashi¹ (1.Nihon Univ., 2.Tokyo Univ.)

3:00 PM - 3:50 PM

[17p-P08-8] Quantification of fluids dispensing process and Bayesian optimization for optimal conditions

〇Takeru Nakamura¹, Takaya Kimura¹, Satoshi Okamoto¹, Takeshi Saruwatari¹, Yoshiki Mizuno¹ (1.SCREEN HD)

Oral presentation

[18a-Z32-1~10] 23.1 Joint Session N "Informatics"

Thu. Mar 18, 2021 9:00 AM - 11:45 AM Z32 (Z32)

Shunta Harada(Nagoya Univ.), Akiyasu Yamamoto(TUAT)

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

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9:00 AM - 9:15 AM

△ [18a-Z32-1] Classification of magnetic domain structure and analysis of magnetization reversal process in soft magnetic materials using persistent homology

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

9:15 AM - 9:30 AM

[18a-Z32-2] Analysis of the magnetization reversal process based on the extended landau free energy landscape

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

9:30 AM - 9:45 AM

△ [18a-Z32-3] Analysis of the coercivity mechanism of YIG based on the extended Landau free energy model

〇Ken Masuzawa¹, Alexandre Lira Foggiatto¹, Chiharu Mitsumata², Masato Kotsugi¹ (1.Tokyo Univ. of Science, 2.NIMS)

9:45 AM - 10:00 AM

▼ [18a-Z32-4] The visualization of physical properties using the extended Landau energy landscape

〇(P)Alexandre Foggiatto¹, Sotaro Kunii¹, Chiraru Mitsumata², Masato Kotsugi¹ (1.Tokyo Unv. of Sci., 2.NIMS)

10:00 AM - 10:15 AM

[18a-Z32-5] Spatiotemporal analysis of fast magnetization reversal process in YIG using topological analysis

〇Kazuto Shimizu¹, Ken Masuzawa¹, Masato Kotsugi¹ (1.Tokyo Univ. of Sci.)

10:30 AM - 10:45 AM

[18a-Z32-6] Multimodal analysis of magnetic and mechanical mechanisms in ferromagnetic shape memory alloys

〇(B)Shunsuke Sato¹, Ryohei Seni¹, Alexandre Lira Foggiatto¹, Chiharu Mitsumata², Masato Kotsugi¹ (1.Tokyo Univ. of Science, 2.NIMS)

10:45 AM - 11:00 AM

[18a-Z32-7] Microstructure Analysis using Automatic Segmentation and Persistent Homology

〇Takayuki Kanda¹, Motai Kumi¹, Tomonori Kimura¹, Masafumi Noujima¹, Sayaka Tanimoto¹ (1.Research & Development Group, Hitachi, Ltd.)

11:00 AM - 11:15 AM

[18a-Z32-8] Phase segmentation of polycrystalline, inter-metallic superconductors by microstructural image analysis with deep learning

〇(B)Hiroki Ogawa¹, Shinnosuke Tokuta¹, Yuki Okada¹, Yusuke Shimada², Akiyasu Yamamoto¹ (1.Tokyo Univ. of Agri. & Tech., 2.Tohoku Univ.)

11:15 AM - 11:30 AM

[18a-Z32-9] Crystal orientation estimation model based on light reflection profile for multicrystalline silicon

〇(P)Takuto Kojima¹, Kyoka Hara², Kentaro Kutsukake³, Tetsuya Matsumoto¹, Hiroaki Kudo¹, Noritaka Usami² (1.Grad. Info. Nagoya Univ., 2.Grad. Eng. Nagoya Univ., 3.RIKEN AIP)

11:30 AM - 11:45 AM

[18a-Z32-10] Identification of Dislocation Clusters based on Image Translation of Photoluminescence Image of Multicrystalline Silicon Wafer

〇Hiroaki Kudo¹, Tetsuya Matsumoto¹, Kentaro Kutsukake², Noritaka Usami³ (1.Grad Sch. of Info., Nagoya Univ., 2.Center for AIP, RIKEN, 3.Grad. Sch. of Eng., Nagoya Univ.)

Oral presentation

[19a-Z32-1~10] 23.1 Joint Session N "Informatics"

Fri. Mar 19, 2021 9:00 AM - 11:45 AM Z32 (Z32)

Toyohiro Chikyo(NIMS), Shigetaka Tomiya(SONY Corp.)

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

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9:00 AM - 9:15 AM

△ [19a-Z32-1] Bayesian Estimation for Multi-element XPS Spectrum Analysis using Basis Functions with Multiple Peaks

〇Atsushi Machida¹, Kenji Nagata², Ryo Murakami³, Hiroshi Shinotsuka², Hayaru Shouno³, Hideki Yoshikawa², Masato Okada^1,2 (1.Univ. of Tokyo, 2.NIMS, 3.UEC)

9:15 AM - 9:30 AM

△ [19a-Z32-2] Development of Analysis Method for Unknown Components Estimation in XPS spectral analysis

〇(M1)Ryo Murakami¹, Hayaru Shouno¹, Hiroshi Shinotsuka², Kenji Nagata², Hideki Yoshikawa² (1.UEC, 2.NIMS)

9:30 AM - 9:45 AM

[19a-Z32-3] Optimization of odor sensing measurement protocols toward mobile olfactory sensors

〇Gaku Imamura¹, Genki Yoshikawa^1,2 (1.NIMS, 2.Univ. of Tsukuba)

9:45 AM - 10:00 AM

[19a-Z32-4] Spectral analysis of somatosensory EEG activity for artificial limb robot control BMI application

〇(B)Riku Takamura, Konno Daisuke, Hirohito Sawahata

10:00 AM - 10:15 AM

[19a-Z32-5] Decoding from somatosensory EEG response using machine learning for robot control brain machine interface

〇(B)Daisuke Konno, Riku Takamura, Hirohito Sawahata

10:30 AM - 10:45 AM

[19a-Z32-6] Fusion of measurement informatics and high-performance computation in total-reflection high-energy positron diffraction (TRHEPD)

〇Takeo Hoshi¹, Daishiro Sakata¹, Shotaro Oie², Izumi Mochizuki³, Satoru Tanaka², Toshio Hyodo³, Koji Hukushima⁴ (1.Tottori Univ., 2.Kyushu Univ., 3.KEK (IMSS-SPF), 4.Univ. Tokyo)

10:45 AM - 11:00 AM

[19a-Z32-7] Development of extended distribution of relaxation time analysis

〇Kiyoshi Kobayashi¹, S. Tohru Suzuki¹ (1.NIMS)

11:00 AM - 11:15 AM

△ [19a-Z32-8] Construction of characteristics prediction model for diamond semiconductor field effect transistors

〇Arisa Nishibu¹, Hachiya Ryouta², Fujii Mami¹, Kutsukake Kentaro^2,3, Ujihara Toru², Uraoka Yukiharu¹ (1.NAIST, 2.Nagoya Univ., 3.RIKEN AIP)

11:15 AM - 11:30 AM

[19a-Z32-9] High Through-put Exploration of Large Magnetic Anisotropy Materials

〇(B)Daigo Furuya¹, Takuya Miyashita¹, Takuya Kumagai¹, Taichi Nakao¹, Hyuga Saito¹, Yoshio Miura², Masato Kotsugi¹ (1.TUS, 2.NIMS)

11:30 AM - 11:45 AM

[19a-Z32-10] Search for the hyperparameters of Bayesian optimization for materials synthesis

〇Ryo Nakayama¹, Ryota Shimizu^1,2, Taishi Haga¹, Takeshi Kimura¹, Ando Yasunobu³, Nobuaki Yasuo¹, Masakazu Sekijima¹, Taro Hitosugi¹ (1.Tokyo Tech, 2.JST-PRESTO, 3.AIST)

Oral presentation

[19p-Z32-1~15] 23.1 Joint Session N "Informatics"

Fri. Mar 19, 2021 1:30 PM - 5:45 PM Z32 (Z32)

Tetsuhiko Miyadera(AIST), Tatsuya Yokoi(Nagoya Univ.), Yukinori Koyama(NIMS)

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

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1:30 PM - 1:45 PM

[19p-Z32-1] Magnetocaloric effect of ErB₂:comparison between experiment and machine-learning prediction

〇Kensei Terashima¹, Pedro Baptista de Castro^1,2, Takafumi Yamamoto D¹, Akiko Saito T¹, Ryo Matsumoto¹, Hiroshi Ando¹, Hiroyuki Takeya¹, Yoshihiko Takano^1,2 (1.NIMS, 2.Univ. of Tsukuba)

1:45 PM - 2:00 PM

[19p-Z32-2] A neural network molecular dynamics study of the thermal properties of CeO₂

〇Nobuhiko Kato¹, Kazuki Mori¹, Masahiro Saito¹, Kenji Konashi² (1.CTC., 2.IMR Tohoku Univ.)

2:00 PM - 2:15 PM

[19p-Z32-3] Prediction of Thermal Conductivity of CNT by Neural Network MD

〇Kazuki Mori¹, Nobuhiko Kato¹, Masahiro Saito¹, Jun Koyanahi² (1.ITOCHU Techno-Solutions Corp., 2.TUS)

2:15 PM - 2:30 PM

[19p-Z32-4] [Highlight]A Target Oriented Compound Map Using SHAP-PCA

〇Yukinori Koyama¹ (1.NIMS)

2:30 PM - 2:45 PM

[19p-Z32-5] Statistical analysis of local crystal structures of inorganic materials

〇Kenta Hirano¹ (1.Tokyo Univ.)

3:00 PM - 3:15 PM

△ [19p-Z32-6] Maps for New Materials Search Generated by Machine Learning

〇Yuki Inada¹, Yukari Katsura^1,2, Haruhiko Morito³, Masaya Kumagai⁴, Kaoru Kimura¹ (1.Univ. of Tokyo, 2.NIMS, 3.Tohoku Univ., 4.Kyoto Univ.)

3:15 PM - 3:30 PM

[19p-Z32-7] Establishment of dataset for machine learning of physical properties of quasicrystals and their approximants

〇Erina Fujita¹, Yukari Katsura^1,3,4, Chang Liu², Ryo Yoshida², Kaoru Kimura¹ (1.Univ. Tokyo, 2.ISM, 3.NIMS, 4.RIKEN)

3:30 PM - 3:45 PM

[19p-Z32-8] Inverse Jonker Plots of Thermoelectric Materials Data on Starrydata

〇Yukari Katsura^1,2,3, Masaya Kumagai^3,4, Takushi Kodani², Kaoru Kimura², Koji Tsuda^1,2,3 (1.NIMS, 2.Univ. of Tokyo, 3.RIKEN, 4.SAKURA Internet Inc.)

3:45 PM - 4:00 PM

▲ [19p-Z32-9] Construction of In-house Paper/Figure Database System Supporting Research Trend Analysis

〇(M2)Lei Yin¹, Masaharu Yoshioka¹, Shinjiro Hara¹ (1.Hokkaido Univ.)

4:00 PM - 4:15 PM

▲ [19p-Z32-10] Superconductor Research Papers Clustering using Annotated Information

〇Sae Dieb¹, Luca Foppiano¹, Kensei Terashima², Pedro Baptista de Castro², Masaharu Yoshioka³, Yoshihiko Takano², Masashi Ishii¹ (1.MaDIS, NIMS, 2.MANA, NIMS, 3.IST, Hokkaido Univ.)

4:30 PM - 4:45 PM

[19p-Z32-11] Automatic data extraction from scientific articles using the materials-dictionary database:
Development for automatic entity linking

〇Akira Suzuki¹, Masashi Ishii¹ (1.NIMS)

4:45 PM - 5:00 PM

▲ [19p-Z32-12] Machine readable extraction of chemically modified materials name

〇Luca Foppiano¹, Sae Dieb¹, Pedro Baptista de Castro², Yan Meng², Kensei Terashima², Yoshihiko Takano², Ishii Masashi¹ (1.MDG, MaDIS, NIMS, 2.NFSMG, MANA, NIMS)

5:00 PM - 5:15 PM

[19p-Z32-13] Classification of polymer articles bearing experimental data

〇Hiroyuki Oka¹, Masashi Ishii¹ (1.NIMS)

5:15 PM - 5:30 PM

[19p-Z32-14] MaterialBERT for Natural Language Processing of Materials Science Texts

〇Michiko Yoshitake¹, Fumitaka Sato^1,2, Hiroyuki Kawano^1,2, Hiroshi Teraoka^1,2 (1.NIMS, 2.RidgeLinez)

5:30 PM - 5:45 PM

[19p-Z32-15] Release of Full-Automatic Program for Numerical Conversion of Plot images

〇Michiko Yoshitake¹, Takashi Kono¹, Takuya Kadohira¹ (1.NIMS-MaDIS)

Sessions

23 Joint Session N "Informatics" » 23.1 Joint Session N "Informatics"

[17p-P08-1~8] 23.1 Joint Session N "Informatics"

[18a-Z32-1~10] 23.1 Joint Session N "Informatics"

△ [18a-Z32-1] Classification of magnetic domain structure and analysis of magnetization reversal process in soft magnetic materials using persistent homology

△ [18a-Z32-3] Analysis of the coercivity mechanism of YIG based on the extended Landau free energy model

▼ [18a-Z32-4] The visualization of physical properties using the extended Landau energy landscape

[19a-Z32-1~10] 23.1 Joint Session N "Informatics"

△ [19a-Z32-1] Bayesian Estimation for Multi-element XPS Spectrum Analysis using Basis Functions with Multiple Peaks

△ [19a-Z32-2] Development of Analysis Method for Unknown Components Estimation in XPS spectral analysis

△ [19a-Z32-8] Construction of characteristics prediction model for diamond semiconductor field effect transistors

[19p-Z32-1~15] 23.1 Joint Session N "Informatics"

△ [19p-Z32-6] Maps for New Materials Search Generated by Machine Learning

▲ [19p-Z32-9] Construction of In-house Paper/Figure Database System Supporting Research Trend Analysis

▲ [19p-Z32-10] Superconductor Research Papers Clustering using Annotated Information

▲ [19p-Z32-12] Machine readable extraction of chemically modified materials name

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