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2026MaterDes_Guo.pdf
Modular metamaterials with deep learning–enabled customizable stress–strain responses
Journal article
Creator
Xiaofeng Guo (author) (Search by this author)
ORCID ;
Miaomiao He (author) (Search by this author)
; ORCID SAMURAI ; ORCID SAMURAI ;
Takayuki Yamada (author) (Search by this author)
ORCID ;
Yong Yi (author) (Search by this author)
; ORCID
Keyword
Mechanical metamaterials, Deep learning, Inverse design, Nonlinear mechanical property, Modular material
Date published
2026-01-30
Updated at
2026-02-27 16:30:39 +0900
SI_NL-RQMS.pdf
Reference-free quantitative mass spectrometry in the presence of nonlinear distortion caused by in situ chemical reactions among constituents
Journal article
Creator
ORCID SAMURAI
Keyword
reference-free quantification, NMF, pyrolysis mass spectrometry, nonlinear spectral analysis, compositional analysis for interactive systems
Date published
2024-09-13
Updated at
2025-09-13 08:30:35 +0900
s41467-024-48148-w (1).pdf
Pretreatment-free SERS sensing of microplastics using a self-attention-based neural network on hierarchically porous Ag foams
Journal article
Creator
Olga Guselnikova (author) (Search by this author)
ORCID ;
Andrii Trelin (author) (Search by this author)
;
Yunqing Kang (author) (Search by this author)
National Institute for Materials Science
;
Pavel Postnikov (author) (Search by this author)
;
Makoto Kobashi (author) (Search by this author)
;
Asuka Suzuki (author) (Search by this author)
;
Lok Kumar Shrestha (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Joel Henzie (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yusuke Yamauchi (author) (Search by this author)
National Institute for Materials Science
Keyword
SERS, Microplastics, Plasmonics, Machine Learning, Self-attention-based neural networks
Date published
2024-05-28
Updated at
2024-08-20 12:30:25 +0900
GTSJ 定期講演会_2025_C-9.pdf
機械学習モデルを用いたセラミックスにおける強度ばらつきと欠陥分布の関係の予測
Journal article
Creator
前田太陽 (author) (Search by this author)
横浜国立大学
;
長田 俊郎 (author) (Search by this author)
構造材料研究センター/材料創製分野/高信頼性耐熱材料グループ, 物質・材料研究機構
ORCID SAMURAI ;
尾崎伸吾 (author) (Search by this author)
横浜国立大学
Keyword
セラミックス, 破壊統計, サロゲートモデル, 機械学習
Date published
[2025年]
Updated at
2026-07-10 12:00:08 +0900
nanomaterials-15-01528 (1).pdf
Interface Rotation in Accumulative Rolling Bonding (ARB) Cu/Nb Nanolaminates Under Constrained and Unconstrained Loading Conditions as Revealed by In Situ Micromechanical Testing
Journal article
Creator
Rahul Sahay (author) (Search by this author)
ORCID ;
Ihor Radchenko (author) (Search by this author)
;
Pavithra Ananthasubramanian (author) (Search by this author)
;
Christian Harito (author) (Search by this author)
; ORCID SAMURAI ;
Koki Yasuda (author) (Search by this author)
;
Takayuki Shiraiwa (author) (Search by this author)
;
Mark Jhon (author) (Search by this author)
;
Rachel Speaks (author) (Search by this author)
;
Derrick Speaks (author) (Search by this author)
ORCID ;
Kangjae Lee (author) (Search by this author)
;
Manabu Enoki (author) (Search by this author)
;
Nagarajan Raghavan (author) (Search by this author)
;
Arief Suriadi Budiman (author) (Search by this author)
Keyword
multilayers, nanolaminates, interface-based plasticity mechanism, nanoplasticity
Date published
2025-10-07
Updated at
2025-10-28 12:30:21 +0900
Ouaj_2025_2D_Mater._12_015017.pdf
Benchmarking the integration of hexagonal boron nitride crystals and thin films into graphene-based van der Waals heterostructures
Journal article
Creator
Taoufiq Ouaj (author) (Search by this author)
ORCID ;
Christophe Arnold (author) (Search by this author)
ORCID ;
Jon Azpeitia (author) (Search by this author)
ORCID ;
Sunaja Baltic (author) (Search by this author)
;
Julien Barjon (author) (Search by this author)
ORCID ;
José Cascales (author) (Search by this author)
ORCID ;
Huanyao Cun (author) (Search by this author)
ORCID ;
David Esteban (author) (Search by this author)
ORCID ;
Mar Garcia-Hernandez (author) (Search by this author)
ORCID ;
Vincent Garnier (author) (Search by this author)
;
Subodh K Gautam (author) (Search by this author)
;
Thomas Greber (author) (Search by this author)
ORCID ;
Said Said Hassani (author) (Search by this author)
;
Adrian Hemmi (author) (Search by this author)
;
Ignacio Jiménez (author) (Search by this author)
ORCID ;
Catherine Journet (author) (Search by this author)
ORCID ;
Paul Kögerler (author) (Search by this author)
ORCID ;
Annick Loiseau (author) (Search by this author)
ORCID ;
Camille Maestre (author) (Search by this author)
ORCID ;
Marvin Metzelaars (author) (Search by this author)
ORCID ;
Philipp Schmidt (author) (Search by this author)
ORCID ;
Christoph Stampfer (author) (Search by this author)
ORCID ;
Ingrid Stenger (author) (Search by this author)
ORCID ;
Philippe Steyer (author) (Search by this author)
; ORCID SAMURAI ;
Bérangère Toury (author) (Search by this author)
ORCID ; ORCID SAMURAI ;
Bernd Beschoten (author) (Search by this author)
ORCID
Keyword
Boron nitride, electronic properties, graphene
Date published
2025-01-01
Updated at
2025-02-03 12:30:33 +0900
s43246-024-00580-7.pdf
AIPHAD, an active learning web application for visual understanding of phase diagrams
Journal article
Creator
Ryo Tamura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Haruhiko Morito (author) (Search by this author)
;
Guillaume Deffrennes (author) (Search by this author)
National Institute for Materials Science
;
Masanobu Naito (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yoshitaro Nose (author) (Search by this author)
;
Taichi Abe (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kei Terayama (author) (Search by this author)
Keyword
phase diagram, artificial intelligence, active learning
Date published
2024-07-31
Updated at
2024-08-26 16:30:23 +0900
Iwanaga_ACSNano19(2025)38841.pdf
Single-MicroRNA Detection on High-Selectivity Metasurface Fluorescence Biosensors
Journal article
Creator
ORCID SAMURAI
Keyword
metasurface, biosensor, microRNA, single-molecule detection, selective biosensing
Date published
2025-11-11
Updated at
2025-11-13 08:30:13 +0900
Sahoo_2023_Neuromorph._Comput._Eng._3_044007.pdf
A general-purpose organic gel computer that learns by itself
Journal article
Creator
Pathik Sahoo (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Pushpendra Singh (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Komal Saxena (author) (Search by this author)
National Institute for Materials Science
;
Subrata Ghosh (author) (Search by this author)
National Institute for Materials Science
;
R P Singh (author) (Search by this author)
;
Ryad Benosman (author) (Search by this author)
;
Jonathan P Hill (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Tomonobu Nakayama (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Anirban Bandyopadhyay (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
organic computer, Optical vortex, Non-algorithmic computing, helical nanowire, Single shot learning, Deep learning network, Clique problem
Date published
2023-12-01
Updated at
2024-11-13 16:30:37 +0900
s41524-025-01606-5.pdf
Scaling Law of Sim2Real transfer learning in expanding computational materials databases for real-world predictions
Journal article
Creator
Shunya Minami (author) (Search by this author)
ORCID ;
Yoshihiro Hayashi (author) (Search by this author)
ORCID ;
Stephen Wu (author) (Search by this author)
ORCID ;
Kenji Fukumizu (author) (Search by this author)
;
Hiroki Sugisawa (author) (Search by this author)
; ORCID SAMURAI ; ORCID SAMURAI ;
Kazuya Shiratori (author) (Search by this author)
;
Ryo Yoshida (author) (Search by this author)
ORCID
Keyword
molecular dynamics simulation, scaling law of simulation- to-real, Sim2Real, transfer learning, PoLyInfo
Date published
2025-05-24
Updated at
2025-06-13 16:30:25 +0900
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