International Conferences
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▶︎ 2024
- Inverse Estimation of Material Model Parameters using Bayesian Data Assimilation Method
Akinori Yamanaka, Michihiko Suda, Sae Sueki, Kengo Sasaki and Ryuki Funamoto
International ESAFORM conference 2024
(April 24-26, 2024, at Toulouse, France)
- Material parameter estimation for aluminum alloy sheet using non-sequential data assimilation
Michihiko Suda, Kengo Sasaki, Akimitsu Ishii, Sam Coppieters and Akinori Yamanaka
The 11th Pacific Rim International Conference on Advanced Materials and Processing
(November 19-23, 2023, at Jeju, Korea)
- Data assimilation-integrated multi-phase-field simulation of solidification in SUS316L stainless steel during additive manufacturing
Shoichiro Nakamura, Masahito Segawa, Akinori Yamanaka
The 11th Pacific Rim International Conference on Advanced Materials and Processing
(November 19-23, 2023, at Jeju, Korea)
- Data assimilation-integrated phase-field simulation of ternary alloy solidification in forced convection using local ensemble transform Kalman
Masahiro Kawasaki, Akinori Yamanaka
The 11th Pacific Rim International Conference on Advanced Materials and Processing
(November 19-23, 2023, at Jeju, Korea)
- Molecular dynamics simulation of three-dimensional ferrite nucleation behavior during austenite-to-ferrite transformation in pure iron
Mizuki Serada, Tomoo Fujiwara, Akinori Yamanaka
The 11th Pacific Rim International Conference on Advanced Materials and Processing
(November 19-23, 2023, at Jeju, Korea)
- Non-equilibrium multi-phase-field simulation of solidification in SUS316L stainless steel
Akinori Yamanaka, Shoichiro Nakamura, Masahito Segawa
The 1st international conference on Creation of Materials by Super-thermal Field 2023
(November 15-17, 2023, at Osaka, Japan)
- Data Assimilation of Phase-field Crack Propagation Simulation and Full-field Measurement using Digital Image Correlation
Akinori Yamanaka, Ryuki Funamoto, Michihiko Suda and Kengo Sasaki
The Advanced Technology in Experimental Mechanics and International DIC Society Joint Conference 2023 (ATEM-iDICs'23)
(October 9-12, 2023, at Fukui, Japan)
- Evaluation of inclination-dependent grain boundary properties via data assimilation for molecular dynamics and phase-field simulations
Tomoo Fujiwara, Eisuke Miyoshi, Akinori Yamanaka
Euromat 2023
(September 3-7, 2023, at Frankfurt, Germany)
- Multi-scale simulation of microstructure evolutions of the superconductor BaFe2As2 using Phase-field method and first-principles calculation
Kyoyu Kondo, Akimitsu Ishii, Akinori Yamanaka, Akiyasu Yamamoto
Euromat 2023
(September 3-7, 2023, at Frankfurt, Germany)
- Data Assimilation for Phase-field Navier-Stokes Model of Alloy Solidification using Local Ensemble Transform Kalman Filter
Masahiro Kawasaki and Akinori Yamanaka
ASME-JSME-KSME Joint Fluids Engineering Conference 2023
(July 9-13, 2023, at Osaka, Japan)
- Three-dimensional phase-field simulation of static recrystallization in aluminum alloy combined with Bayesian data assimilation
Kota Matsumoto, Eisuke Miyoshi, Yoshiki Mori, Kishu Akiba, Masato Ito, Nobuhiro Kitahara, Kenichi Yaguchi and Akinori Yamanaka
TMS 2023 Annual Meeting & Exhibition
(March 19-23, 2023, at San Diego, CA, USA)
- Data Assimilation for Estimation of Microstructural Evolution during Solid-state Sintering: Integration of Phase-field Simulation and In-situ Experimental Observation
Akimitsu Ishii, Akinori Yamanaka, Satoshi Hata, Hikaru Saito, and Akiyasu Yamamoto
TMS 2023 Annual Meeting & Exhibition
(March 19-23, 2023, at San Diego, CA, USA)
- Bayesian data assimilation for inverse material modelling using 3D-digital image correlation measurement
Sae Sueki*, Akimitsu Ishii, Akinori Yamanaka
JSME International Conference on Materials and Processing 2022
Proceedings of JSME International Conference on Materials and Processing 2022, (2022), Paper No. Tu-3B-3. (Reviewed paper) -
Bayesian data assimilation for phase-field simulation of microstructure evolution
(Keynote lecture)
Akinori Yamanaka, Eisuke Miyoshi, and Akimitsu Ishii
The 10th International Congress on Multiscale Materials modeling (MMM10)
(October 2-7, 2022, at Boltimore, MD, USA)
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Combined Bayesian inference and phase-field modelling for evaluating triple-junction drag on grain boundary migration
Eisuke Miyoshi, Munekazu Ohno, Yasushi Shibuta, Akinori Yamanaka and Tomohiro Takaki
The 10th International Congress on Multiscale Materials modeling (MMM10)
(October 2-7, 2022, at Boltimore, MD, USA)
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Efficient data assimilation method for phase-field simulation of solid-state sintering: Employment of tree-structured parzen estimator approach
Akimitsu Ishii, Michihiko Suda and AKinori Yamanaka
The 10th International Congress on Multiscale Materials modeling (MMM10)
(October 2-7, 2022, at Boltimore, MD, USA)
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Multi-scale simulation of microstructure evolutions using phase-field method and molecular dynamics method with machine learning interatomic potential
Kyoyu Kondo, Akinori Yamanaka, Akimitsu Ishii and Akiyasu Yamamoto
The 10th International Congress on Multiscale Materials modeling (MMM10)
(October 2-7, 2022, at Boltimore, MD, USA)
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Abnormal Grain Growth Induced by Nonuniform Grain Boundary Properties: Large-scale Phase-field Simulation vs. Mean-field Theory
Eisuke Miyoshi, Munekazu Ohno, Yasushi Shibuta, Akinori Yamanaka, and Tomohiro Takaki
The World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022 (WCCM-APXOM2022)
(July 31-August 5, 2022, at Yokohama, Kanagawa, Japan (Virtual))
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Phase-field simulation of ternary alloy solidification in forced convection with local ensemble transform kalman filter
Kawasaki Masahiro, Akinori Yamanaka, and Eisuke Miyoshi
The World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022 (WCCM-APXOM2022)
(July 31-August 5, 2022, at Yokohama, Kanagawa, Japan (Virtual))
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Material Model Calibration using 3D-DIC measurement and Bayesian Data Assimilation
Sae Sueki, Akimitsu Ishii, Eisuke Miyoshi, and Akinori Yamanaka
The World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022 (WCCM-APXOM2022)
(July 31-August 5, 2022, at Yokohama, Kanagawa, Japan (Virtual))
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Calibration of Material Model for Sheet Metalls Using Digital Image Correlation and Bayesian Data Assimilation
Michihiko Suda, Ryunosuke Kamijyo, Akimitsu Ishii, and Akinori Yamanaka
The World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022 (WCCM-APXOM2022)
(July 31-August 5, 2022, at Yokohama, Kanagawa, Japan (Virtual))
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DMC-BO: Efficient Data Assimilation Method using Bayesian Optimization for Phase-field Simulation of Solid-state Sintering
Akimitsu Ishii, Akinori Yamanaka, Eisuke Miyoshi and Akiyasu Yamamoto
The World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022 (WCCM-APXOM2022)
(July 31-August 5, 2022, at Yokohama, Kanagawa, Japan (Virtual))
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Data Assimilation for Phase-Field Modelling and In-Situ EBSD Observation of Static Recrystallization in Aluminum Alloy
Kota Matsumoto, Akinori Yamanaka, Eisuke Miyoshi, Yoshiki Mori, Masato Ito, Nobuhiro Kitahara, and Ken-ichi Yamaguchi
The World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022 (WCCM-APXOM2022)
(July 31-August 5, 2022, at Yokohama, Kanagawa, Japan (Virtual))
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Spreading Dynamics of a Splashing Drop on a Solid Surfacefrom the Perspective of Artificial Neural Networks (ANNs)
Jingzu Yee, Daichi Igarashi, Akinori Yamanaka, and Yoshiyuki Tagawa
AIAA Aviation Forum
(June 27-July 22, 2022, at Chicago, IL, USA)
▶︎ 2023
▶︎ 2022