Sciazko Anna ＳｃｉａｚｋｏＡｎｎａ

… Alternative Names

SCIAZKO Anna Sciazko Anna

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Researcher Number	30898945
Other IDs	https://orcid.org/0000-0001-6272-1936
Affiliation (Current)	2026: 東京大学, 生産技術研究所, 講師
Affiliation (based on the past Project Information) *help	2024 – 2025: 東京大学, 生産技術研究所, 講師 2021 – 2023: 東京大学, 生産技術研究所, 特任助教
Review Section/Research Field	Principal Investigator Basic Section 19020:Thermal engineering-related
Keywords	Principal Investigator PINN / machine learning / microstructure / hydrogen / methane reforming / Unsupervised Learning / Machine Learning / NiO reduction / Unsupervised learning / Degradation … More / Microstructure / Machine learning / Solid Oxide Fuel Cell / porous electrode / porous material / artificial structure / super-resolution / semantic segmentation / GAN network / FIB-SEM / 3D microstructure / solid oxide fuel cell Less

Physics informed neural network for modeling and design of methane reforming reactorPrincipal Investigator
- Principal Investigator
  
  Sciazko Anna
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 19020:Thermal engineering-related
- Research Institution
  The University of Tokyo
Prediction of microstructure degradation in SOFC electrodes by unsupervised neural networksPrincipal Investigator
- Principal Investigator
  
  Sciazko Anna
- Project Period (FY)
  2023 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 19020:Thermal engineering-related
- Research Institution
  The University of Tokyo
Understanding the three-dimensional multiscale porous microstructures by applying deep neural networksPrincipal Investigator
- Principal Investigator
  
  SCIAZKO Anna
- Project Period (FY)
  2021 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 19020:Thermal engineering-related
- Research Institution
  The University of Tokyo

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Enhanced temporal prediction of electrochemical impedance spectroscopy using long short-term memory neural networks2024
- Author(s)
  Lyu Zewei、Sciazko Anna、Shikazono Naoki、Han Minfang
- Journal Title
  
  Electrochimica Acta
  
  Volume: 508 Pages: 145227-145227
- DOI
  10.1016/j.electacta.2024.145227
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261, KAKENHI-PROJECT-22KF0118
[Journal Article] Co‐Generation of Electricity and Chemicals From Methane Using Direct Internal Reforming Solid Oxide Fuel Cells2024
- Author(s)
  Lyu Zewei、Liu Yaodong、Sciazko Anna、Komatsu Yosuke、Tao Junyi、Nakamura Akiko、Hara Toru、Sun Kaihua、Shikazono Naoki、Han Minfang
- Journal Title
  
  Advanced Energy Materials
  
  Volume: 15 Issue: 10 Pages: 2403869-2403869
- DOI
  10.1002/aenm.202403869
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261, KAKENHI-PROJECT-22KF0118, KAKENHI-PROJECT-24K07339
[Journal Article] Prediction of electrode microstructure evolutions with physically constrained unsupervised image-to-image translation networks2024
- Author(s)
  Sciazko Anna、Komatsu Yosuke、Shimura Takaaki、Shikazono Naoki
- Journal Title
  
  npj Computational Materials
  
  Volume: 10 Issue: 1 Pages: 1-15
- DOI
  10.1038/s41524-024-01228-3
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Journal Article] Prediction of Dynamic Ni Morphology Changes in Patterned Ni-YSZ Anode with Physics-Informed Neural Networks2024
- Author(s)
  Tao Junyi、Sciazko Anna、Onishi Junya、Ouyang Zhufeng、Komatsu Yosuke、Nishimura Katsuhiko、Shikazono Naoki
- Journal Title
  
  Journal of The Electrochemical Society
  
  Volume: 171 Issue: 5 Pages: 054513-054513
- DOI
  10.1149/1945-7111/ad4780
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Journal Article] Correlation Between Microstructure and Performance of GDC-Based Electrodes2023
- Author(s)
  Sciazko Anna、Komatsu Yosuke、Shimura Takaaki、Sunada Yusuke、Shikazono Naoki
- Journal Title
  
  ECS Transactions
  
  Volume: 111 Issue: 6 Pages: 349-356
- DOI
  10.1149/11106.0349ecst
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Journal Article] Three dimensional microstructures of carbon deposition on Ni-YSZ anodes under polarization2023
- Author(s)
  Cui Dongxu、Sciazko Anna、Komatsu Yosuke、Nakamura Akiko、Hara Toru、Wu Shiliang、Xiao Rui、Shikazono Naoki
- Journal Title
  
  Journal of Energy Chemistry
  
  Volume: 87 Pages: 359-367
- DOI
  10.1016/j.jechem.2023.08.035
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Journal Article] Influence of Transition Metal Elements on Ni Migration in Solid Oxide Cell Fuel Electrodes2023
- Author(s)
  Ouyang Zhufeng、Sciazko Anna、Komatsu Yosuke、Nishimura Katsuhiko、Shikazono Naoki
- Journal Title
  
  Journal of The Electrochemical Society
  
  Volume: 170 Issue: 12 Pages: 124511-124511
- DOI
  10.1149/1945-7111/ad11b2
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261, KAKENHI-PROJECT-21H01258
[Journal Article] 3D microstructures of solid oxide fuel cell Ni-YSZ anodes with carbon deposition2023
- Author(s)
  Sciazko Anna、Komatsu Yosuke、Nakamura Akiko、Ouyang Zhufeng、Hara Toru、Shikazono Naoki
- Journal Title
  
  Chemical Engineering Journal
  
  Volume: 460 Pages: 141680-141680
- DOI
  10.1016/j.cej.2023.141680
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14090
[Journal Article] Effects of Transition Metal Elements on Ni Migration in Solid Oxide Cell Fuel Electrodes2023
- Author(s)
  Ouyang Zhufeng、Sciazko Anna、Komatsu Yosuke、Katsuhiko Nishimura、Shikazono Naoki
- Journal Title
  
  ECS Transactions
  
  Volume: 111 Issue: 6 Pages: 171-179
- DOI
  10.1149/11106.0171ecst
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Journal Article] Effects of mass fraction of La0.9Sr0.1Cr0.5Mn0.5O3-δ and Gd0.1Ce0.9O2-δ composite anodes for nickel free solid oxide fuel cells2022
- Author(s)
  Sciazko Anna、Komatsu Yosuke、Yokoi Ryosuke、Shimura Takaaki、Shikazono Naoki
- Journal Title
  
  Journal of the European Ceramic Society
  
  Volume: 42 Issue: 4 Pages: 1556-1567
- DOI
  10.1016/j.jeurceramsoc.2021.11.039
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14090
[Journal Article] Operando observations of active three phase boundary of patterned nickel - yttria stabilized zirconia electrode in solid oxide cell2022
- Author(s)
  Ouyang, Z., Komatsu, Y., Sciazko, A., Onishi, J., Nishimura, K. and Shikazono, N.
- Journal Title
  
  J. Power Sources
  
  Volume: 529 Pages: 231228-231228
- DOI
  10.1016/j.jpowsour.2022.231228
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H01258, KAKENHI-PROJECT-21K14090
[Presentation] Mitigating degradation of GDC electrodes in SOEC operation2024
- Author(s)
  Sciazko, A., Komatsu, Y., Shimura, T. and Shikazono, N.
- Organizer
  16th European SOFC & SOE Forum, Lucerne, Switzerland
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Presentation] Predicting dynamic microstructure degradation by physically constrained machine learning2024
- Author(s)
  Sciazko, A., Komatsu, Y., Shimura, T. and Shikazono, N
- Organizer
  16th European SOFC & SOE Forum, Lucerne, Switzerland
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Presentation] 機械学習を用いたニッケル-イットリア安定化ジルコニア燃料極のニッケル移動に伴う電極構造変化と電極性能変化の予測2024
- Author(s)
  志村敬彬，山地克彦，小松洋介, シチョンシコアンナ，鹿園直毅
- Organizer
  第33回SOFC研究発表会講演要旨集
- Data Source
  KAKENHI-PROJECT-23K13261
[Presentation] SOC Microstructural Studies with Machine Learning: Insights and Applications2024
- Author(s)
  Sciazko, A., Komatsu, Y., Yamagishi, R., Lyu, Z., Tao, J., Shimura, T., Onishi, J., Nishimura, K., Shikazono, N.
- Organizer
  7th Asian SOFC Symposium, Sapporo, Japan
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Presentation] Prediction of local overpotential in Ni-YSZ patterned fuel electrode2024
- Author(s)
  Tao, J., Shimura, T., Ouyang, Z., Yao, G., Komatsu, Y., Sciazko, A., Okabe, T., Shikazono, N.
- Organizer
  7th Asian SOFC Symposium, Sapporo, Japan
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Presentation] Prediction of EIS based on long short-term memory (LSTM) neural network2024
- Author(s)
  Lyu, Z., Sciazko, A., Shikazono, N. and Han, M.
- Organizer
  16th European SOFC & SOE Forum, Lucerne, Switzerland
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Presentation] Effect of Ni Dissolution on Ni Migration in Solid Oxide Cell Patterned Electrode2024
- Author(s)
  Yao, G., Komatsu, Y., Sciazko, A., Ouyang Z, Okabe, T., Shimura, T., Nishimura K., Tao J. and Shikazono, N.
- Organizer
  7th Asian SOFC Symposium, Sapporo, Japan
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Presentation] Effects of Transition Metal Elements on Ni Migration in Solid Oxide Cell Fuel Electrodes2023
- Author(s)
  Ouyang Zhufeng、Sciazko Anna、Komatsu Yosuke、Katsuhiko Nishimura、Shikazono Naoki
- Organizer
  18th International Symposium on Solid Oxide Fuel Cells (SOFC-XVIII)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Presentation] ガドリニウムドープセリア固体酸化物形電解セル燃料極の性能と安定性2023
- Author(s)
  シチョンシコアンナ，小松洋介，志村敬彬，鹿園直毅
- Organizer
  第32回SOFC研究発表会
- Data Source
  KAKENHI-PROJECT-23K13261
[Presentation] Correlation Between Microstructure and Performance of GDC-Based Electrodes2023
- Author(s)
  Sciazko Anna、Komatsu Yosuke、Shimura Takaaki、Sunada Yusuke、Shikazono Naoki
- Organizer
  18th International Symposium on Solid Oxide Fuel Cells (SOFC-XVIII)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K13261
[Presentation] 析出還元法によるナノNi-GDCアノードの発電特性と微細構造2022
- Author(s)
  Sciazko A., 砂田祐輔，小松洋介，鹿園直毅
- Organizer
  第31回SOFC研究発表会講演要旨集
- Data Source
  KAKENHI-PROJECT-21K14090
[Presentation] Synthesizing Electrode Microstructures with Predefined Spatial Gradients By Conditional Generative Adversarial Networks2022
- Author(s)
  Yamagishi, R., Sciazko, A., Komatsu, Y., and Shikazono, N.
- Organizer
  Proc. 241th ECS meeting, I06-1083, Vancouver, Canada
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14090
[Presentation] Microstructures of Ni-GDC electrodes with carbon deposition2022
- Author(s)
  Sciazko, A., Komatsu, Y., Nakamura, A., Sunada, Y., Ouyang, Z., Hara, T. and Shikazono, N.
- Organizer
  15th European SOFC & SOE Forum, B1104, Lucerne, Switzerland
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14090
[Presentation] 機械学習による SOFC微細構造変化の予測2022
- Author(s)
  シチョンシコアンナ，小松洋介，山岸鈴奈，鹿園直毅
- Organizer
  第26回動力・エネルギー技術シンポジウム講演論文集，佐賀
- Invited
- Data Source
  KAKENHI-PROJECT-21K14090
[Presentation] Machine Learning Methods for Predicting Microstructural Changes in Solid Oxide Cell Electrodes2022
- Author(s)
  Sciazko, A., Yamagishi, R., Komatsu, Y., Ouyang, Z., Onishi, J., Nishimura, K., Shikazono, N.
- Organizer
  Materials Science and Technology 2022 (MS&T22), Pittsburgh, Pennsylvania, USA
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14090
[Presentation] Prediction of Microstructure Evolutions in Solid Oxide Cell Electrodes with Unsupervised Image-to-Image Translation Networks2022
- Author(s)
  Sciazko, A., Komatsu, Y. and Shikazono, N.
- Organizer
  46th International Conference and Expo on Advanced Ceramics and Composites (ICACC2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14090
[Presentation] 非等方な解像度を有するFIB-SEMデータセットからの電極構造再構築2021
- Author(s)
  SCIAZKO ANNA, 小松洋介, 志村敬彬, 鹿園直毅
- Organizer
  第25回動力・エネルギー技術シンポジウム
- Data Source
  KAKENHI-PROJECT-21K14090
[Presentation] NiO Reduction Prediction with Unsupervised Image-to-Image Translation Network2021
- Author(s)
  Sciazko A., Komatsu, Y., Shikazono, N.
- Organizer
  第30回SOFC研究発表会
- Data Source
  KAKENHI-PROJECT-21K14090
[Presentation] Degradation predictions of solid oxide cells through Electrochemical Impedance Spectra with Long Short-Term Memory Neural Network2021
- Author(s)
  Yamagishi, R., Sciazko, A., Komatsu, Y., Nishimura, K. and Shikazono, N.
- Organizer
  6th Asian SOFC Symposium and Exhibition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14090
[Presentation] Unsupervised Generative Adversarial Network for 3-D Microstructure Synthesis from 2-D Image2021
- Author(s)
  Sciazko, A., Komatsu, Y. and Shikazono, N.
- Organizer
  ECS Transactions, Volume 103, Number 1
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14090
[Presentation] 3-D microstructures of Ni-YSZ anodes with carbon deposition2021
- Author(s)
  Sciazko, A, Komatsu, Y., Ouyang, Z. and Shikazono, N.
- Organizer
  6th Asian SOFC Symposium and Exhibition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14090

1. SHIKAZONO Naoki

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Sciazko Anna Ｓｃｉａｚｋｏ Ａｎｎａ

SCIAZKO Anna Sciazko Anna

Research Projects

Research Products

Co-Researchers

Physics informed neural network for modeling and design of methane reforming reactorPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Prediction of microstructure degradation in SOFC electrodes by unsupervised neural networksPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Understanding the three-dimensional multiscale porous microstructures by applying deep neural networksPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Enhanced temporal prediction of electrochemical impedance spectroscopy using long short-term memory neural networks2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Co‐Generation of Electricity and Chemicals From Methane Using Direct Internal Reforming Solid Oxide Fuel Cells2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Prediction of electrode microstructure evolutions with physically constrained unsupervised image-to-image translation networks2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Prediction of Dynamic Ni Morphology Changes in Patterned Ni-YSZ Anode with Physics-Informed Neural Networks2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Correlation Between Microstructure and Performance of GDC-Based Electrodes2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Three dimensional microstructures of carbon deposition on Ni-YSZ anodes under polarization2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Influence of Transition Metal Elements on Ni Migration in Solid Oxide Cell Fuel Electrodes2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 3D microstructures of solid oxide fuel cell Ni-YSZ anodes with carbon deposition2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Effects of Transition Metal Elements on Ni Migration in Solid Oxide Cell Fuel Electrodes2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Effects of mass fraction of La0.9Sr0.1Cr0.5Mn0.5O3-δ and Gd0.1Ce0.9O2-δ composite anodes for nickel free solid oxide fuel cells2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Operando observations of active three phase boundary of patterned nickel - yttria stabilized zirconia electrode in solid oxide cell2022

Author(s)

Journal Title

DOI

Data Source

[Presentation] Mitigating degradation of GDC electrodes in SOEC operation2024

Author(s)

Sciazko Anna ＳｃｉａｚｋｏＡｎｎａ