Menu
About
Help
Contact
表示言語の変更
日本語
English
Login
Login
Search MDR
Home
Article and Dataset
Collection
Resource type
Journal article(38)
Dataset(1)
Report(1)
Keyword
Machine learning (6)
machine learning (4)
Ising machine (3)
MSS (3)
phase diagram (3)
Bayesian optimization (2)
Self-driving laboratories (2)
active learning (2)
artificial intelligence (2)
nanomechanical sensors (2)
(more)
License
Creative Commons BY Attribution 4.0 International (23)
In Copyright (7)
Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (5)
cc-by-3.0 (1)
cc-by-nc-3.0 (1)
Creative Commons BY-NC Attribution-NonCommercial 4.0 International (1)
https://creativecommons.org/licenses/by-nc/3.0/ (1)
File type
application/pdf (36)
application/vnd.openxmlformats-officedocument.wordprocessingml.document (2)
application/msword (1)
text/csv (1)
40 records found. Displaying records 1 to 10.
Bayesian diversity control for batch-based phase diagram determination
Journal article
Creator
Peiheng Zou
(author) (
Search by this author
)
Peiheng Zou
;
Ryo Tamura
(author) (
Search by this author
)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Koji Tsuda
(author) (
Search by this author
)
https://orcid.org/0000-0002-4288-1606
NIMS Researchers Directory SAMURAI
Koji Tsuda
Keyword
phase diagram
,
machine learning
Date published
2026-02-16
Updated at
2026-04-01 14:33:21 +0900
aLLoyM: a large language model for alloy phase diagram prediction
Journal article
Creator
Yuna Oikawa
(author) (
Search by this author
)
Yuna Oikawa
;
Guillaume Deffrennes
(author) (
Search by this author
)
Guillaume Deffrennes
;
Rintaro Shimayoshi
(author) (
Search by this author
)
Rintaro Shimayoshi
;
Taichi Abe
(author) (
Search by this author
)
https://orcid.org/0000-0002-5065-0939
NIMS Researchers Directory SAMURAI
Taichi Abe
;
Ryo Tamura
(author) (
Search by this author
)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Koji Tsuda
(author) (
Search by this author
)
Koji Tsuda
Keyword
LLM
,
phase diagram
Date published
2026-01-22
Updated at
2026-04-01 13:56:07 +0900
Active learning for predicting the enthalpy of mixing in binary liquids based on ab initio molecular dynamics
Journal article
Creator
Quentin Bizot
(author) (
Search by this author
)
https://orcid.org/0000-0002-4314-2266
(unauthenticated)
Quentin Bizot
;
Ryo Tamura
(author) (
Search by this author
)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Guillaume Deffrennes
(author) (
Search by this author
)
https://orcid.org/0000-0002-3752-2537
(unauthenticated)
Guillaume Deffrennes
Keyword
CALPHAD
,
Machine learning
Date published
2026-02-07
Updated at
2026-04-01 13:44:57 +0900
Unveiling Electrolyte Design Principles for Sodium-Ion Batteries Using Combinatorial Electrochemistry and Machine Learning-Assisted Analysis
Journal article
Creator
Manai Ono
(author) (
Search by this author
)
https://orcid.org/0000-0003-4406-4113
NIMS Researchers Directory SAMURAI
Manai Ono
;
Misato Takahashi
(author) (
Search by this author
)
Misato Takahashi
;
Ryo Tamura
(author) (
Search by this author
)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Shoichi Matsuda
(author) (
Search by this author
)
https://orcid.org/0000-0002-0640-3404
NIMS Researchers Directory SAMURAI
Shoichi Matsuda
Keyword
sodium ion battery
Date published
2026-02-09
Updated at
2026-02-13 16:30:18 +0900
Autonomous closed-loop exploration of composition-spread films for the anomalous Hall effect
Journal article
Creator
Ryo Toyama
(author) (
Search by this author
)
https://orcid.org/0000-0002-7398-5803
NIMS Researchers Directory SAMURAI
Ryo Toyama
;
Ryo Tamura
(author) (
Search by this author
)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Shoichi Matsuda
(author) (
Search by this author
)
https://orcid.org/0000-0002-0640-3404
NIMS Researchers Directory SAMURAI
Shoichi Matsuda
;
Yuma Iwasaki
(author) (
Search by this author
)
https://orcid.org/0000-0002-7117-277X
NIMS Researchers Directory SAMURAI
Yuma Iwasaki
;
Yuya Sakuraba
(author) (
Search by this author
)
https://orcid.org/0000-0003-4618-9550
NIMS Researchers Directory SAMURAI
Yuya Sakuraba
Keyword
Machine learning
,
Autonomous
,
Combinatorial
,
Anomalous Hall effect
Date published
2025-11-19
Updated at
2025-12-25 17:32:06 +0900
Predicting symmetric structures of large crystals with GPU-based Ising machines
Journal article
Creator
Chen Liang
(author) (
Search by this author
)
Chen Liang
;
Diptesh Das
(author) (
Search by this author
)
Diptesh Das
;
Jiang Guo
(author) (
Search by this author
)
Jiang Guo
;
Ryo Tamura
(author) (
Search by this author
)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Zetian Mao
(author) (
Search by this author
)
https://orcid.org/0000-0002-4853-7574
(unauthenticated)
Zetian Mao
;
Koji Tsuda
(author) (
Search by this author
)
https://orcid.org/0000-0002-4288-1606
NIMS Researchers Directory SAMURAI
Koji Tsuda
Keyword
crystal structure prediction
,
Ising machine
Date published
2025-11-26
Updated at
2025-12-09 16:30:31 +0900
Harnessing Explainable AI to Explore Structure–Activity Relationships in Artificial Olfaction
Journal article
Creator
Yota Fukui
(author) (
Search by this author
)
Yota Fukui
;
Kosuke Minami
(author) (
Search by this author
)
https://orcid.org/0000-0003-4145-1118
NIMS Researchers Directory SAMURAI
Kosuke Minami
;
Genki Yoshikawa
(author) (
Search by this author
)
https://orcid.org/0000-0002-9136-8964
NIMS Researchers Directory SAMURAI
Genki Yoshikawa
;
Koji Tsuda
(author) (
Search by this author
)
https://orcid.org/0000-0002-4288-1606
NIMS Researchers Directory SAMURAI
Koji Tsuda
;
Ryo Tamura
(author) (
Search by this author
)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
Keyword
MSS
,
XAI
Date published
2025-09-17
Updated at
2025-11-28 08:30:17 +0900
Seamless integration of legacy robotic systems into a self-driving laboratory via NIMO: a case study on liquid handler automation
Journal article
Creator
Ryo Tamura
(author) (
Search by this author
)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Hiromichi Taketa
(author) (
Search by this author
)
Hiromichi Taketa
;
Satoshi Murata
(author) (
Search by this author
)
Satoshi Murata
;
Daisuke Ryuno
(author) (
Search by this author
)
Daisuke Ryuno
;
Tomotaka Yokota
(author) (
Search by this author
)
Tomotaka Yokota
;
Koji Tsuda
(author) (
Search by this author
)
https://orcid.org/0000-0002-4288-1606
NIMS Researchers Directory SAMURAI
Koji Tsuda
;
Shoichi Matsuda
(author) (
Search by this author
)
https://orcid.org/0000-0002-0640-3404
NIMS Researchers Directory SAMURAI
Shoichi Matsuda
Keyword
Self-driving laboratories
,
NIMO
Date published
2025-12-31
Updated at
2025-11-28 08:30:14 +0900
Microplate-Based Multielectrochemical Cells as a Platform for High-Throughput Parallel Experiments for Accelerating the Discovery of Multicomponent Electrocatalysts
Journal article
Creator
Shoichi Matsuda
(author) (
Search by this author
)
https://orcid.org/0000-0002-0640-3404
NIMS Researchers Directory SAMURAI
Shoichi Matsuda
;
Ryo Tamura
(author) (
Search by this author
)
https://orcid.org/0000-0002-0349-358X
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Misato Takahashi
(author) (
Search by this author
)
Misato Takahashi
;
Kazuha Nakamura
(author) (
Search by this author
)
Kazuha Nakamura
;
Taiga Ozawa
(author) (
Search by this author
)
Taiga Ozawa
Keyword
high throughput experiment
,
electrocatalyst
Date published
2025-09-22
Updated at
2025-10-21 16:05:54 +0900
イジングマシンを利用した ブラックボックス最適化手法の材料研究応用
Journal article
Creator
田村 亮
(author) (
Search by this author
)
https://orcid.org/0000-0002-0349-358X
マテリアル基盤研究センター/材料設計分野/データ駆動型アルゴリズムチーム, 物質・材料研究機構
NIMS Researchers Directory SAMURAI
田村 亮
;
津田 宏治
(author) (
Search by this author
)
https://orcid.org/0000-0002-4288-1606
マテリアル基盤研究センター/材料設計分野/データ駆動型アルゴリズムチーム, 物質・材料研究機構
NIMS Researchers Directory SAMURAI
津田 宏治
Keyword
イジングマシン
,
ブラックボックス最適化
Date published
2025-08-15
Updated at
2025-10-03 16:30:24 +0900
Keyword
Machine learning
(6)
machine learning
(4)
Ising machine
(3)
MSS
(3)
phase diagram
(3)
Bayesian optimization
(2)
Self-driving laboratories
(2)
active learning
(2)
artificial intelligence
(2)
nanomechanical sensors
(2)
0.2% proof stress
(1)
2D materials
(1)
Anomalous Hall effect
(1)
Autonomous
(1)
Bayesian spectral deconvolution
(1)
Boltzmann sampling
(1)
Breath analysis
(1)
CALPHAD
(1)
Cluster Analysis
(1)
Combinatorial
(1)
Covalent adaptable network polymer
(1)
Crystal growth
(1)
De novo molecule generation
(1)
Density Functional Theory (DFT)
(1)
Electronic nose (e-nose)
(1)
Experiment-in-loop interactive optimization
(1)
Inelastic neutron scattering
(1)
Inorganic Compounds
(1)
LLM
(1)
Language model
(1)
Lung cancer
(1)
Machine Learning
(1)
Membrane-type Surface stress Sensor (MSS)
(1)
Molecular Dynamics(MD)
(1)
NIMO
(1)
NIMS-OS
(1)
Olfactory sensor
(1)
Pareto solutions
(1)
PoLyInfo
(1)
Polypropylene
(1)
Proton configuration
(1)
X-ray diffraction
(1)
XAI
(1)
aluminum alloys
(1)
amino acid
(1)
black-box function
(1)
breath analysis
(1)
characteristic functional group monitoring
(1)
chromophore
(1)
creep deformation
(1)
crystal structure prediction
(1)
data-driven technique based on machine learning
(1)
deep learning
(1)
dielectrics
(1)
eight-spin zigzag-chain compound KCu4P3O12
(1)
electrocatalyst
(1)
electrodeposited copper film
(1)
elongation
(1)
enthalpy of mixing
(1)
free energy
(1)
generative AI
(1)
high throughput experiment
(1)
liquid phase
(1)
local structure analysis
(1)
materials informatics
(1)
polymer composite
(1)
polymer degradation
(1)
quantum annealer
(1)
rank-based machine learning
(1)
robotic experiments
(1)
semiconductor
(1)
semiconductors
(1)
shape-morphing polymer material
(1)
silica
(1)
sodium ion battery
(1)
surface phase diagram
(1)
surface roughness
(1)
tensile strength
(1)
topological alternation
(1)
unsupervised learning
(1)
イジングマシン
(1)
データ駆動
(1)
データ駆動手法
(1)
ナノ粒子
(1)
ニオイ
(1)
ブラックボックス最適化
(1)
プロセス最適化
(1)
嗅覚センサ
(1)
機械学習
(1)
水電解
(1)
膜型表面応力センサ
(1)
RDE metadata def
RDE invoice schema
<
1
2
3
4
>
Filter
Collection
Resource type
Journal article(38)
Dataset(1)
Report(1)
Keyword
Machine learning (6)
machine learning (4)
Ising machine (3)
MSS (3)
phase diagram (3)
Bayesian optimization (2)
Self-driving laboratories (2)
active learning (2)
artificial intelligence (2)
nanomechanical sensors (2)
(more)
License
Creative Commons BY Attribution 4.0 International (23)
In Copyright (7)
Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (5)
cc-by-3.0 (1)
cc-by-nc-3.0 (1)
Creative Commons BY-NC Attribution-NonCommercial 4.0 International (1)
https://creativecommons.org/licenses/by-nc/3.0/ (1)
File type
application/pdf (36)
application/vnd.openxmlformats-officedocument.wordprocessingml.document (2)
application/msword (1)
text/csv (1)