[18p-A24-1~13] 23.1 Joint Session N "Informatics" | The 85th JSAP Autumn Meeting 2024

〇Tasuku Sugiura^1,2, Kiyou Shibata^1,3, Naoto Kawaguchi³, Teruyasu Mizoguchi^1,3 (1.IIS, the Univ. of Tokyo, 2.Mitsubishi Materials Corp., 3.Sch. Eng., the Univ. of Tokyo)

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2:15 PM - 2:30 PM JST(5:15 AM - 5:30 AM UTC)

[18p-A24-4]Material Design Method Using Gradient-Based Inverse Problem Solving to Achieve Desired Crystal Structures and Properties

〇Akihiro Fujii¹, Augustin Lu¹, Yoshitaka Ushiku², Satoshi Watanabe¹ (1.Tokyo Univ., 2.OMRON SINIC X Corp.)

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2:45 PM - 3:00 PM JST(5:45 AM - 6:00 AM UTC)

[18p-A24-5][The 56th Young Scientist Presentation Award Speech] Direct inverse analysis of defect distribution and electron transport in field-effect transistors by tandem neural network

〇Masatoshi Kimura¹, Keisuke Ide¹, Hideo Hosono¹, Toshio Kamiya¹ (1.Tokyo Tech)

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3:00 PM - 3:15 PM JST(6:00 AM - 6:15 AM UTC)

[18p-A24-6]Estimation of Thermal Diffusivity and Carrier Lifetime of Si from Laser Heterodyne Photothermal Displacement Signals using Machine Learning

〇Shota Urano¹, Tomoki Harada¹, Kentaro Kutsukake², Noritaka Usami², Tetsuo Ikari¹, Atsuhiko Fukuyama¹ (1.Univ. of Miyazaki, 2.Nagoya Univ.)

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3:15 PM - 3:30 PM JST(6:15 AM - 6:30 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[18p-A24-7]Inverse-problem Approach to Designing Dispersion Properties of 2D Phononic Crystals using Deep Learning and Particle Swarm Optimization Algorithm

〇(M2)Yuji Sato¹, Yuri Fukaya¹, Kenji Tsuruta¹ (1.Graduate School of Environmental, Life, Natural Science and Technology, Okayama Univ.)

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3:30 PM - 3:45 PM JST(6:30 AM - 6:45 AM UTC)

[18p-A24-8]Spectral Imaging Analysis of InGaN QWs Using Nonnegative Matrix Factorization

〇Kazunori Iwamitsu¹, Kenta Sakai², Zentaro Akase¹, Atsushi A. Yamaguchi², Shigetaka Tomiya¹ (1.NAIST, 2.Kanazawa Inst. of Tech.)

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4:00 PM - 4:15 PM JST(7:00 AM - 7:15 AM UTC)

[18p-A24-9]Interpretable structural evaluation of nanostructures via persistent homology

〇Ryuto Eguchi^1,2, Wen Yu^1,2, Ayako Hashimoto^1,2 (1.NIMS, 2.Univ. Tsukuba)

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4:15 PM - 4:30 PM JST(7:15 AM - 7:30 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[18p-A24-10]Development of reliability evaluation for material image prediction using uncertainty

〇U OU¹, Hiroyuki Yamamoto¹, Sayaka Tanimoto¹ (1.Hitachi Ltd. Research & Development Group.)

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4:30 PM - 4:45 PM JST(7:30 AM - 7:45 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[18p-A24-11]3D Information Analysis of Surface SEM Images using Deep Learning

〇(DC)Takamitsu Ishiyama^1,2, Koki Nozawa¹, Takashi Suemasu¹, Kaoru Toko¹ (1.Univ. of Tsukuba, 2.JSPS Research Fellow)

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4:45 PM - 5:00 PM JST(7:45 AM - 8:00 AM UTC)

[18p-A24-12]3D Filament Microstructure Analysis of Superconducting Wires Using Deep Learning

〇Kosuke Ando¹, Yoshiki Nishiya¹, Tatsunori Ishibashi¹, Yusuke Shimada², Motomune Kodama³, Hideki Tanaka³, Akiyasu Yamamoto¹ (1.Tokyo Univ. Agri. & Tech., 2.Kyushu Univ., 3.Hitachi, Ltd.)

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5:00 PM - 5:15 PM JST(8:00 AM - 8:15 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[18p-A24-13]Generation of pseudo 3D multicrystalline Si structure using Generative Adversarial Networks

〇Takumi Deshimaru¹, Kentaro Kutsukake^1,2,3, Hiroaki Kudo⁴, Ryoji Katsube¹, Noritaka Usami^1,2,5 (1.Grad Eng Nagoya Univ, 2.IMaSS, 3.AIP RIKEN, 4.Grad Info Nagoya Univ, 5.InFuS)

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