Nagoya Institute of Technology · Faculty of Engineering · 教授

Research keywordsmaterials informatics・thermodynamic stability screening・SEM image analysis・ionic conductivity prediction・Bayesian optimization・battery materials causal analysis

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• Anomaly-Detection-Driven Screening of Thermodynamic Stability from Composition Descriptors Alone2026 · Journal of Physical Chemistry Letters. 17 , 7 , p. 1937-1946 10 p. 研究成果 : ジャーナルへの寄稿 › 記事 › 査読
• Deep learning based SEM image analysis for predicting ionic conductivity in LiZr 2 (PO 4 ) 3 -based solid electrolytes2026 · Digital Discovery. 研究成果 : ジャーナルへの寄稿 › 記事 Scanning Electron Microscopy 100% Ionic Conductivity 100% Solid Electrolyte 100% Deep Learning Method 100% Oxide Compound 50%
• Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space2025
• Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space2025

• チタニアガラス薄膜中の欠陥制御による機能性表面の創成と高光活性材料の開発
• ナビゲーション研究のための統計的データ分析基盤整備とヒト移動データ分析
• パターンマイニングと疎性モデリングに基づく大規模系列データからの知識創出
• 多様な探索問題のための情報論的ベイズ最適化の構築と材料科学データでの実践

• Official profile