山嵜祐輔*,「有限作⽤素学習（Finite Operator Learning）を⽤いた多様な⼯学的問題への拡張について｣, 第38回日本機械学会計算力学講演会, F01-2, (2025).
MEMBERSタグ: Yusuke Yamazaki
Yamazaki, Y.*, Reza N.Asl., Markus, A., Muramatsu, M., Rezaei, S., “Integrating the finite element method and neural fields for spatiotemporal partial differential equations”, 18th U.S. National Congress on Computational Mechanics (USNCCM18), Chicago (2025), U250472.
Yamazaki, Y.*, Reza N.Asl., Muramatsu, M., Markus, A., Rezaei, S., “Accelerating Phase-Field Simulations of Microstructure Evolution with a Novel Physics-Informed Operator Learning Framework”, 20th International Conference on the Strength of Materials (ICSMA 20), in Kyoto, Japan, (2025), No.77.
山嵜祐輔*, Reza N.Asl, Markus Apel, 村松眞由, Shahed Rezae「時間依存型偏微分方程式に対するニューラル場と有限要素法を基にした深層学習モデルの提案｣, 第30回計算工学講演会, B-03-04, (2025).
山嵜祐輔*, Harandi Ali, Reese Stefanie, 村松眞由, Rezaei Shahed「非線形動的現象に対する有限要素法を基にしたOperator Learningによる解予測｣, 第37回日本機械学会計算力学講演会, OS-2214, (2024).
Yamazaki, Y.*，Harandi, A., Reese, S., Muramatsu, M., Rezaei, S., “A Physics-informed Operator Learning Framework Inspired by The Finite Element Method for Prediction of Dynamics Physical Phenomena: Case Study on Transient Heat Conduction”, 16th World Congress on Computation Mechanics & 4th Pan American Congress on Computational Mechanics (WCCM-PANACM2024), Canada (2024), MS1823, W241256.
⼭嵜祐輔*, Ali Harandi, Stafanie Reese, 村松眞由, Shahed Rezaei「動的物理現象に対する有限要素分割を利⽤したPhysics-informed operator learning フレームワークの提案｣, 第29回計算工学講演会, A-09-02 (6 pages), (2024).
山嵜祐輔*，Ali Harandi, 村松眞由，Stefanie Reese, 「Phase-field破壊モデルに対するMixed Formulation PINNsの適用｣, 第36回日本機械学会計算力学講演会講演論文集, OS24-04 (4 pages), (2023).
Yamazaki, Y.*, Murashima, T., Muramatsu, M. “An investigation of the effects of change in crystal structure on the mechanical properties of nanocrystalline aluminum using a continuum-atomic multiscale bridging method”, 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS2022), Norway (2022), MS6F-5.
Yamazaki, Y.*, Murashima, T., Muramatsu, M. “An Investigation of the Effect of Deformation Twinning on the Ductility of Nano-polycrystalline Aluminum Using an Atomic-continuum Multiscale Simulation Method”, XVI International Conference on Computational Plasticity (COMPLAS2021), Online, (2021), WM4-3.