Keyword: machine learning

28 records found.

Dataset
Supercon 2 Dataset
Dataset
Creator
ORCID
Keyword
superconductors, machine learning, dataset, tdm, materials science
Date published
2022-09-10
Updated at
2022-10-18 10:11:01 +0900

74_Roadmap_J Phys Energy 2023_Roadmap on molecular modelling of electrochemical energy materials.pdf
2023 Roadmap on molecular modelling of electrochemical energy materials
Journal article
Creator
Chao Zhang (author) (Search by this author)
;
Jun Cheng (author) (Search by this author)
;
Yiming Chen (author) (Search by this author)
;
Maria K Y Chan (author) (Search by this author)
;
Qiong Cai (author) (Search by this author)
;
Rodrigo P Carvalho (author) (Search by this author)
;
Cleber F N Marchiori (author) (Search by this author)
;
Daniel Brandell (author) (Search by this author)
;
C Moyses Araujo (author) (Search by this author)
;
Ming Chen (author) (Search by this author)
;
Xiangyu Ji (author) (Search by this author)
;
Guang Feng (author) (Search by this author)
;
Kateryna Goloviznina (author) (Search by this author)
;
Alessandra Serva (author) (Search by this author)
;
Mathieu Salanne (author) (Search by this author)
;
Toshihiko Mandai (author) (Search by this author)
National Institute for Materials Science (NIMS)
ORCID SAMURAI ;
Tomooki Hosaka (author) (Search by this author)
;
Mirna Alhanash (author) (Search by this author)
;
Patrik Johansson (author) (Search by this author)
;
Yun-Ze Qiu (author) (Search by this author)
;
Hai Xiao (author) (Search by this author)
;
Michael Eikerling (author) (Search by this author)
;
Ryosuke Jinnouchi (author) (Search by this author)
;
Marko M Melander (author) (Search by this author)
;
Georg Kastlunger (author) (Search by this author)
;
Assil Bouzid (author) (Search by this author)
;
Alfredo Pasquarello (author) (Search by this author)
;
Seung-Jae Shin (author) (Search by this author)
;
Minho M Kim (author) (Search by this author)
;
Hyungjun Kim (author) (Search by this author)
;
Kathleen Schwarz (author) (Search by this author)
;
Ravishankar Sundararaman (author) (Search by this author)
Keyword
electrochemical interfaces, density-functional theory, molecular dynamics simulation, electrochemical energy storage, machine learning, electrocatalysis
Date published
2023-10-01
Updated at
2024-03-22 00:53:39 +0900

AdvMater.25_37_e10239.pdf
Artificial Intelligence‐Driven Nanoarchitectonics for Smart Targeted Drug Delivery
Journal article
Creator
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)
ORCID SAMURAI ;
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

41524_2019_203_MOESM1_ESM.avi
Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm
Journal article
Creator
Stephen Wu (author) (Search by this author)
;
Yukiko Kondo (author) (Search by this author)
;
Masa-aki Kakimoto (author) (Search by this author)
;
Bin Yang (author) (Search by this author)
;
Hironao Yamada (author) (Search by this author)
; ORCID SAMURAI ;
Guillaume Lambard (author) (Search by this author)
ORCID SAMURAI ;
Kenta Hongo (author) (Search by this author)
; ORCID SAMURAI ;
Junichiro Shiomi (author) (Search by this author)
;
Christoph Schick (author) (Search by this author)
;
Junko Morikawa (author) (Search by this author)
;
Ryo Yoshida (author) (Search by this author)
Keyword
machine learning, polymer, thermal conductivity, molecular design
Date published
2019-06-21
Updated at
2024-11-21 16:31:23 +0900

s41524-025-01851-8 (1).pdf
Networking autonomous material exploration systems through transfer learning
Journal article
Creator
Naoki Yoshida (author) (Search by this author)
;
Yutaro Iwabuchi (author) (Search by this author)
;
Yasuhiko Igarashi (author) (Search by this author)
;
Yuma Iwasaki (author) (Search by this author)
ORCID SAMURAI
Keyword
machine learning
Date published
2025-12-09
Updated at
2025-12-13 08:30:26 +0900

nanomaterials-3261714-Revision_T.pdf
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
Journal article
Creator
Guohai Chen (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
machine learning, carbon nanotube, in situ TEM, growth mechanism
Date published
2024-10-22
Updated at
2024-12-24 13:58:23 +0900

Automatic_extraction_of_materials_and_properties_from_superconductors_scientific_literature-v1.pdf
Automatic Extraction of Materials and Properties from Superconductors Scientific Literature
Journal article
Creator
Foppiano Luca (author) (Search by this author)
ORCID ;
Baptista de Castro, Pedro (author) (Search by this author)
MANA, NIMS
ORCID ;
Ortiz Suarez, Pedro (author) (Search by this author)
Data and Web Science Group, University of Mannheim
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Ishii, Masashi (author) (Search by this author)
MaDIS, NIMS
ORCID
Keyword
tdm, machine learning, materials science, superconductors, database
Date published
2022-09-15
Updated at
2022-10-16 01:44:51 +0900

2025 ogawa APL final.pdf
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
Journal article
Creator
Daisuke Ogawa (author) (Search by this author)
ORCID SAMURAI ;
Yuma Iwasaki (author) (Search by this author)
ORCID SAMURAI ;
Jun Uzuhashi (author) (Search by this author)
ORCID SAMURAI ;
Yuta Sasaki (author) (Search by this author)
ORCID SAMURAI ;
Masato Kotsugi (author) (Search by this author)
;
Yukiko K. Takahashi (author) (Search by this author)
ORCID SAMURAI
Keyword
heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
Date published
2025-06-23
Updated at
2025-07-11 08:30:48 +0900

d5dd00486a.pdf
Bayesian diversity control for batch-based phase diagram determination
Journal article
Creator
Peiheng Zou (author) (Search by this author)
; ORCID SAMURAI ; ORCID SAMURAI
Keyword
phase diagram, machine learning
Date published
2026-02-16
Updated at
2026-04-01 14:33:21 +0900