[11a-PA3-1~18] 18 Informatics (Poster) | The 87th JSAP Autumn Meeting 2026

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Poster presentation18 Informatics : 18 Informatics (Poster)

[11a-PA3-1~18]18 Informatics (Poster)

Fri. Sep 11, 2026 9:00 AM - 10:30 AM JST
Fri. Sep 11, 2026 12:00 AM - 1:30 AM UTC

PA3 (1st Gymnasium)

[11a-PA3-1]Development of a Machine Learning Model Using a Fluorescence Properties Database

〇Maichi Iwashita¹, Nitta Noriko¹ (1.Kochi Univ. Tech.)

[11a-PA3-2]Predictions of Luminescence Intensity for Eu-Doped Perovskite Oxide Phosphors Using Quantum Circuit Learning

〇Kaisei Isono¹, Kazuki Hoshitani¹, Makoto Nakamura², Koichi Kimura², Tomoyuki Yamamoto¹ (1.Waseda Univ., 2.Fujitsu)

[11a-PA3-3]Crystal Structure Prediction from Substituted Compositions Based on a Structural Similarity Metric for Aliovalent Substitution

〇(D)Tomiya Yamamoto¹, Yosuke Harashima^1,2, Shogo Takasuka¹, Tomoaki Takayama^1,3, Fujii Mikiya^1,2,3 (1.NAIST, 2.NAIST DSC, 3.NAIST CMP)

[11a-PA3-4]Enhancing Machine Learning-Based Crystal Structure Prediction
for Organic Semiconductors

〇Shogo Ishida¹, Takuya Seki², Shota Inoue¹, Yudai Shinozaki², Jun Takeya^3,4, Toshihiro Okamoto⁵, Go Watanabe⁶ (1.Grad. Sch. of Front. Eng., Kitasato Univ., 2.Grad. Sch. of Sci., Kitasato Univ., 3.Grad. Sch. of Front. Sci., Univ. of Tokyo, 4.NIMS, 5.Sch. of Mater. and Chem. Tech., Science Tokyo., 6.Sch. of Front. Eng., Kitasato Univ)

[11a-PA3-5]Coarse-Grained Simulation and Persistent Homology for Mesostructural Analysis of CO2 Separation Membrane Materials

〇Takumi Hashimoto¹, Kohei Yamane¹, Yoshiharu Mori², Koichiro Kato^1,3 (1.Kyushu Univ., Fac. Eng., 2.ISEE, Kyushu Univ., 3.CMS, Kyushu Univ.)

[11a-PA3-6]Graphene Island Detection Using SinGAN-Based AFM Image Data Augmentation

〇Takumi Nemoto¹, Ryosuke Takatsuka¹, Masayuki Hashimoto^1,2, Ryota Negishi^1,2 (1.Graduate School of Toyo univ., 2.BN Research Centre)

[11a-PA3-7]AI-Agent-Assisted Automation of Solid Electrolyte Interface Modeling and MD Simulation Setup

〇Meguru Yamazaki¹, Satoru Ishikawa¹, Yusuke Sugihara¹, Yuta Yoshimoto¹, Naoki Matsumura¹, Yasufumi Sakai¹ (1.Fujitsu)

[11a-PA3-8]Machine learning-based free chlorine sensor for buffering-induced current variations

〇(M1)Koki Anzai¹, Mayano Yamanouchi¹, Takeshi Watanabe¹, Yasufumi Yokoshiki¹, Isao Hiyama², Nobuyuki Sanari², Shinji Koh¹ (1.Aoyama Gakuin Univ., 2.Shibata Scientific Technology LTD.)

[11a-PA3-9]Development of an Automated DPD Spectrophotometric Measurement System for Evaluating Total Residual Chlorine Based on Machine Learning and Electrochemical Measurements

〇(D)Mayano Yamanouchi¹, Takeshi Watanabe¹, Kohei Uchino¹, Yasufumi Yokoshiki¹, Shinji Koh¹ (1.Aoyama Gakuin Univ.)

[11a-PA3-10]Analysis of Semiconductor Microstructures Using Vision-Language Model

〇Keisho Higa¹, Ito Chihiro¹, Nitta Noriko¹ (1.Kochi Univ. Tech.)

[11a-PA3-11]Vectorization of Electron Microscopy Images Using Random Walks

〇Toya Tabaru¹, Kazuhiro Hashiride¹, Soichiro Goto¹, Noriko Nitta¹ (1.Kochi Univ. Tech.)

[11a-PA3-12]Morphological Analysis of Semiconductor Microstructures via VLM Prompt-Level Control

〇Yu Fujimoto¹, Shion Saeki¹, Noriko Nitta¹ (1.Kochi Univ. Tech.)

[11a-PA3-13]Estimation of plant cultivation conditions and investigation of key factors using Electrochemical Impedance Spectroscopy and Machine Learning

〇Hiroki Yoshinaga¹, Mutsumi Sugiyama^1,2 (1.Tokyo Univ. Sci., 2.RIST)

[11a-PA3-14]Investigation of electrochemical impedance spectroscopy (EIS) characteristics for estimating plant transpiration using machine learning

〇Yosuke Umemoto¹, Mutsumi Sugiyama^1,2 (1.Tokyo Univ. Sci., 2.RIST)

[11a-PA3-15]Persistent Homology Analysis of Stress-Induced Ferroelectricity in SrTiO₃

〇Kazuma Seike¹, Hirotaka Manaka¹, Yoko Miura² (1.Kagoshima Univ., 2.NIT, Suzuka Col.)

[11a-PA3-16]Development of an AI Agent System for AI-Driven R&D through Integration of Experimental Databases and Internal Knowledge

〇Kentaro Watanabe¹, Noriaki Ozaki¹, Yuichiro Yamakaji¹ (1.Murata Manufacturing Co., Ltd.)

[11a-PA3-17]Field Adaptation of Numerical Recognition Using Automatic Label Generation

〇(M1)Daiki Takahashi¹, Kohei Ohnishi¹ (1.Kindai Univ.)

[11a-PA3-18]Optimization of Higher-Order Cluster-Expansion Hamiltonians for Crystalline Alloys Using Ising Machines

〇Kazuhide Ichikawa¹, Satoru Ohuchi¹, Tomoyasu Yokoyama¹, Takuma Saito², Yoshiki Matsuda² (1.Panasonic HD, 2.Fixstars Amplify)

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