25 records found. Displaying records 1 to 10.
Bayesian optimization, an active learning method for optimising experimental parameters
- Conference presentation
- Creator
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;LAMBARD Guillaume (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials ScienceBAJAN Christophe Marie Olivier (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
- Keyword
- Bayesian optimization, Active learning
- Date published
- Updated at
- 2024-12-23 12:30:48 +0900
Rapid isolation of extracellular vesicles from stem cell conditioned medium using osmosis-driven filtration
- Journal article
- Creator
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;Casey Y. Huang (author) (Search by this author)a Department of Material Science and Engineering, National Taiwan University of Science and Technology;Helen Nguyen (author) (Search by this author);David J. Lundy (author) (Search by this author)James. J Lai (author) (Search by this author)
- Keyword
- Exosome, mesenchymal stromal cell, cardiomyocyte, bioprocessing, polymer
- Date published
- 2025-12-31
- Updated at
- 2025-07-16 16:14:59 +0900
CSIML: a cost-sensitive and iterative machine-learning method for small and imbalanced materials data sets
- Journal article
- Creator
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Shengzhou Li (author) (Search by this author)
;
Ayako Nakata (author) (Search by this author)
- Keyword
- cost-sensitive, iterative machine-learning method, small and imbalanced materials data sets, chemical knowledge, CSIML
- Date published
- 2024-05-02
- Updated at
- 2024-11-28 16:30:28 +0900
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
- Journal article
- Creator
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;Alex Kutana (author) (Search by this author)Nagoya University;Koki Yoshimochi (author) (Search by this author)Ryoji Asahi (author) (Search by this author)
- Keyword
- Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
- Date published
- 2025-12-31
- Updated at
- 2025-07-18 10:24:15 +0900
その場中性子回折を用いたSUS310Sステンレス鋼の水素添加による強さ・伸び向上メカニズムの解明
- Journal article
- Creator
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;伊東 達矢 (author) (Search by this author)国立研究開発法人日本原子力研究開発機構 J-PARCセンター小川 祐平 (author) (Search by this author)構造材料研究センター/材料評価分野/鉄鋼材料グループ, 物質・材料研究機構
;
;ゴン ウー (author) (Search by this author)国立研究開発法人日本原子力研究開発機構 J-PARCセンター;マオ ウェンチ (author) (Search by this author)国立研究開発法人日本原子力研究開発機構 J-PARCセンター;川崎 卓郎 (author) (Search by this author)国立研究開発法人日本原子力研究開発機構 J-PARCセンター岡田 和歩 (author) (Search by this author)構造材料研究センター/材料評価分野/鉄鋼材料グループ, 物質・材料研究機構
;
柴田 曉伸 (author) (Search by this author)構造材料研究センター/材料評価分野/鉄鋼材料グループ, 物質・材料研究機構
;
ハルヨ ステファヌス (author) (Search by this author)国立研究開発法人日本原子力研究開発機構 J-PARCセンター
- Keyword
- ステンレス鋼, 水素
- Date published
- [2025年8月]
- Updated at
- 2025-11-13 16:30:10 +0900
Performance of uncertainty-based active learning for efficient approximation of black-box functions in materials science
- Journal article
- Creator
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;Ai Koizumi (author) (Search by this author);Guillaume Deffrennes (author) (Search by this author);Kei Terayama (author) (Search by this author)Ryo Tamura (author) (Search by this author)
- Keyword
- active learning, black-box function, materials informatics
- Date published
- 2024-11-06
- Updated at
- 2024-11-21 16:35:14 +0900
Phytochemical analysis and green synthesis of silver nanoparticles using Centella asiatica leaf and stem extracts: An investigation of antibacterial activity
- Journal article
- Creator
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;Kamana Sharma (author) (Search by this author)Tribhuvan University;Manisha Bhusal (author) (Search by this author)Tribhuvan University;Akash Budha Magar (author) (Search by this author)Tribhuvan University;Ishwor Pathak (author) (Search by this author)Tribhuvan UniversitySHRESTHA Lok Kumar (author) (Search by this author)Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Supermolecules Group, National Institute for Materials Science
;
Khaga Raj Sharma (author) (Search by this author)Tribhuvan University
- Keyword
- Phytochemical analysis, Centella asiatica (L.), Green synthesis, Ag nanoparticles
- Date published
- 2025-09-25
- Updated at
- 2025-10-21 16:05:38 +0900
Stress–strain curve predictions by crystal plasticity simulations and machine learning
- Journal article
- Creator
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Dmitry S. Bulgarevich (author) (Search by this author)National Institute for Materials Science
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Makoto Watanabe (author) (Search by this author)National Institute for Materials Science
- Keyword
- additive manufacturing, crystal plasticity simulations, representative volume element reconstruction, machine learning regression, stress–strain curve simulation/prediction
- Date published
- 2024-11-27
- Updated at
- 2024-12-18 08:30:38 +0900
Artificial Intelligence‐Driven Nanoarchitectonics for Smart Targeted Drug Delivery
- Journal article
- Creator
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;Hayeon Bae (author) (Search by this author);Hyunsub Ji (author) (Search by this author);Konstantin Konstantinov (author) (Search by this author);Ronald Sluyter (author) (Search by this author)Katsuhiko Ariga (author) (Search by this author)National Institute for Materials Science
;
;Yong Ho Kim (author) (Search by this author)Jung Ho Kim (author) (Search by this author)
- Keyword
- artificial intelligence, in silico optimization, machine learning, nanocarrier design, nanomedicine, targeted drug delivery
- Date published
- 2025-08-07
- Updated at
- 2025-10-28 12:30:13 +0900
Inhomogeneity-driven multiform Spontaneous Hall Effect in conventional and unconventional superconductors
- Journal article
- Creator
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;Nadia Stegani (author) (Search by this author)a University of Genoa;Ilaria Pallecchi (author) (Search by this author);Nicola Manca (author) (Search by this author);Martina Meinero (author) (Search by this author);Michela Iebole (author) (Search by this author);Matteo Cialone (author) (Search by this author);Valeria Braccini (author) (Search by this author);Koushik Karmakar (author) (Search by this author);Andrey Maljuk (author) (Search by this author);Bernd Büchner (author) (Search by this author);Vadim Grinenko (author) (Search by this author);Marina Putti (author) (Search by this author)Federico Caglieris (author) (Search by this author)
- Keyword
- Inhomogeneities, superconductors, spontaneous hall effect, simulations
- Date published
- 2025-12-31
- Updated at
- 2025-08-22 16:30:24 +0900