Presentations -
-
機械学習によるSiC結晶成長プロセスの最適化と大口径化の試み Invited
宇治原 徹
ポスト「京」重点課題⑧・重点課題⑥ 第3 回HPC ものづくり統合ワークショップ
-
HIGH QUALITY AND INCLUSION SUPPRESSION BY SWITCHING FLOW IN 3-INCH SIC SOLUTION GROWTH International conference
C. Zhu, T. Endo, H. Lin, H. Koizumi, S. Harada, M. Tagawa, T.Ujihara
ICCGE-19
-
OPTICAL ANOMALY OF GAN AND SIC CRSYTALS AS OBSERVED BY NEW OPTICAL MAIN AXIS MAPPING International conference
K. Tsukamoto, M. Imanishi, H. Koizumi, T. Onuma, T. Ujihara, Y. Mori
ICCGE-19
-
ESTIMATION OF HIGH-TEMPERATURE PHYSICAL PROPERTIES BY MACHINE LEARNING TOWARD ACCURATE NUMERICAL MODELING OF CRYSTAL GROWTH International conference
K. Ando, H. Lin, Y. Tsunooka, T. Narumi, C. Zhu, K. Kutsukake, S. Harada, K. Matsui, I. Takeuchi, Y. Koyama, Y. Kawajiri, M. Tagawa, T. Ujihara
ICCGE-19
-
THE OPTIMUM DESIGN OF DNA-GUIDED NANOPARTICLE SUPERLATTICES FOR DIRECT DEHYDRATION International conference
H. Sumi, T. Isogai, S. Kojima, N. Ohta, H. Sekiguchi, S. Harada, T. Ujihara, M. Tagawa
ICCGE-19
-
IN-SITU SYNCHROTRON X-RAY TOPOGRAPHY STUDIES OF STACKING FAULTS EXPANSION PROCESS IN N-TYPE 4H-SIC CRYSTALS International conference
F. Fujie, S. Harada, H. Suo, T. Kato, T. Ujihara
ICCGE-19
-
DESIGN OF SIC SOLUTION GROWTH CONDITION UTILIZING PREDICTION MODEL CONSTRUCTED BY MACHINE LEARNING AND MATHEMATICAL OPTIMIZATION International conference
S. Harada, H. Lin, C. Zhu, T. Narumi, Y. Tsunooka, T. Endo, K. Ando, K. Kutsukake, M. Tagawa, T. Ujihara
ICCGE-19
-
PREDICTION MODEL OF COMPUTATIONAL FLUID DYNAMICS BASED ON NEURAL NETWORK CONSTRUCTED BY MACHINE LEARNING AND PROCESS OPTIMIZATION OF SIC SOLUTION GROWTH Invited International conference
T. Ujihara, Y. Tsunooka, H. Lin, C. Zhu, T. Narumi, K. Kutsukake, S. Harada, M. Tagawa
ICCGE-19
-
MANIPULATION OF ACETAMINOPHEN CRYSTALLIZATION AND DISCOVERY OF TWO-STEP DISSOLUTION PROCESS BY PLASMONIC OPTICAL TWEEZERS Invited International conference
H. Niinomi, T. Sugiyama, M. Tagawa, T. Ujihara, K. Miyamoto, T.Omatsu, J. Nozawa, J. Okada, S. Uda
ICCGE-19
-
VIRTUAL VISUALIZATION SYSTEM FOR INNER STATE IN HIGH-TEMPERATURE SOLUTION GROWTH USING PREDICTION MODEL OF COMPUTATIONAL FLUID DYNAMICS CONSTRUCTED BY MACHINE LEARNING International conference
T. Ujihara, G. Hatasa, K. Murayama, Y. Tsunooka, S. Harada, M.Tagawa
ICCGE-19
-
SiC溶液成⻑法の最適条件予測におけるデータ科学の活⽤ Invited
宇治原徹
素材プロセシング第６９委員会 第2分科会（新素材関連技術） 第73回研究会
-
機械学習によるSiC溶液成長シミュレーションの代理モデルの構築と成長条件最適化 Invited
宇治原徹
応用物理学会 シリコンテクノロジー分科会 第217 回研究集会
-
Behavior of Dislocations Propagating from GaN Substrate to Epitaxial Layer International conference
Sho Inotsume, Nobuhiko Kokubo, Hisashi Yamada, Shoichi Onda, Jun Kojima, Junji Ohara, Shunta Harada, Miho Tagawa, Toru Ujihara
13th International Conference on Nitride Semiconductors (ICNS-13)
-
A Novel Birefringent Observation for Analyzing Dislocations in GaN International conference
Atsushi Tanaka, Shunta Harada, Kenji Hanada, Yoshio Honda,Toru Ujihara, Hiroshi Amano
13th International Conference on Nitride Semiconductors (ICNS-13)
-
SiC溶液成長法の最適条件予測におけるデータ科学の活用 Invited
宇治原 徹
日本学術振興会 素材プロセシング第69委員会 第2分科会（新素材関連技術）第73回研究会
-
結晶成長実験における機械学習の応用（ＳｉＣ溶液成長を例に） Invited
宇治原徹
日本結晶成長学会 第11回ナノ構造・エピタキシャル成長分科会講演会
-
プラズモン光ピンセットによる有機分子の結晶化操作と二段階溶解過程の発見
新家寛正、杉山輝樹、田川美穂、宇治原徹、宮本克彦、尾松考茂、野澤純、岡田純平、宇田聡
日本地球惑星科学連合(JpGU2019)
-
DNAガイドのナノ粒子結晶化：結晶化条件の最適化と構造解析 Invited
田川美穂、小島憧子、鷲見隼人、西部愛里紗、磯貝卓巳、横森真麻、原田俊太、宇治原徹、塚本勝男
日本地球惑星科学連合(JpGU2019)
-
Machine Learning for SiC top-seeded solution growth- Prediction, Optimization and Visualization International conference
Toru Ujihara, Yosuke Tsunooka, Goki Hatasa, Can Zhu, Kentaro Kutsukake, Taka Narumi, Shunta Harada, Miho Tagawa
CS-MANTECH
-
Machine learning for SiC crystal growth (modeling, optimization and visualization) Invited International conference
T. Ujihara
International Symposium & School on Crystal Growth Fundamentals(ISSCGF)