Akimitsu Ishii

Estimation of solid-state sintering and material parameters using phase-field modeling and ensemble four-dimensional variational method

Akimitsu Ishii, Akinori Yamanaka, Eisuke Miyoshi et al. · Modelling and Simulation in Materials Science and Engineering · 2021 · 22 citations · Full text

Powder Processing, Engineering, Mechanical Engineering +20

High-fidelity phase-field simulation of solid-state sintering enabled by Bayesian data assimilation using in situ electron tomography data

Akimitsu Ishii, Akinori Yamanaka, Mizumo Yoshinaga et al. · Acta Materialia · 2024 · 19 citations · Full text

Bayesian texture optimization using deep neural network-based numerical material test

Ryunosuke Kamijyo, Akimitsu Ishii, Sam Coppieters et al. · International Journal of Mechanical Sciences · 2022 · 18 citations

Model Optimization, Image Analysis, Machine Learning +7

Multi-phase-field modelling of electromigration-induced void migration in interconnect lines having bamboo structures

Akimitsu Ishii, Akinori Yamanaka · Computational Materials Science · 2020 · 17 citations

Electrical Engineering, Electromigration Technique, Engineering +9

BOXVIA: Bayesian optimization executable and visualizable application

Akimitsu Ishii, Ryunosuke Kamijyo, Akinori Yamanaka et al. · SoftwareX · 2022 · 17 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17