16 records found.
Supercon 2 Dataset
- Dataset
- Creator
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Foppiano, Luca (author) (Search by this author)
- Keyword
- superconductors, machine learning, dataset, tdm, materials science
- Date published
- 2022-09-10
- Updated at
- 2022-10-18 10:11:01 +0900
Machine Learning—Guided Design of Biomass‐Based Porous Carbon for Aqueous Symmetric Supercapacitors
- Journal article
- Creator
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Manickam Minakshi (author) (Search by this author)
https://orcid.org/0000-0001-6558-8317
(unauthenticated)
;
;Apsana Sharma (author) (Search by this author);Ferdous Sohel (author) (Search by this author)Almantas Pivrikas (author) (Search by this author)
https://orcid.org/0000-0002-7713-2154
(unauthenticated)
;
Pragati A. Shinde (author) (Search by this author)
https://orcid.org/0000-0003-1730-2374
(unauthenticated)
;
Katsuhiko Ariga (author) (Search by this author)
;
Lok Kumar Shrestha (author) (Search by this author)
- Keyword
- biomass, carbon, dopant, energy, machine learning, storage
- Date published
- 2025-10-09
- Updated at
- 2025-10-21 16:06:10 +0900
2023 Roadmap on molecular modelling of electrochemical energy materials
- Journal article
- Creator
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;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)
;
;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
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
- Journal article
- Creator
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;Qianli Si (author) (Search by this author)National Institute for Materials ScienceShoichi Matsuda (author) (Search by this author)National Institute for Materials Science
;
;Yasunobu Ando (author) (Search by this author);Toshiyuki Momma (author) (Search by this author)Yoshitaka Tateyama (author) (Search by this author)National Institute for Materials Science
- Keyword
- lithium metal battery, machine learning
- Date published
- 2025-05-05
- Updated at
- 2025-09-09 12:30:20 +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
Machine learning approach for the prediction of electron inelastic mean free paths
- Journal article
- Creator
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;Xun Liu (author) (Search by this author)National Institute for Materials Science;Lihao Yang (author) (Search by this author);Zhufeng Hou (author) (Search by this author)Bo Da (author) (Search by this author)National Institute for Materials Science
;
Kenji Nagata (author) (Search by this author)National Institute for Materials Science
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Hideki Yoshikawa (author) (Search by this author)National Institute for Materials Science
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Shigeo Tanuma (author) (Search by this author)National Institute for Materials Science
;
;Yang Sun (author) (Search by this author)Zejun Ding (author) (Search by this author)
- Keyword
- machine learning, inelastic mean free path
- Date published
- 2021-03-24
- Updated at
- 2024-01-05 22:13:49 +0900
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
- Journal article
- Creator
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Guohai Chen (author) (Search by this author)
https://orcid.org/0000-0001-8481-0972
(unauthenticated)
;
Dai-Ming Tang (author) (Search by this author)
- Keyword
- machine learning, carbon nanotube, in situ TEM, growth mechanism
- Date published
- 2024-10-22
- Updated at
- 2024-12-24 13:58:23 +0900
Graph Network-Based Simulation of Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
- Journal article
- Creator
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Chiaki Yoshikawa (author) (Search by this author)National Institute for Materials Science
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;Duc Anh Nguyen (author) (Search by this author);Tadashi Nakaji-Hirabayashi (author) (Search by this author);Ichigaku Takigawa (author) (Search by this author)Hiroshi Mamitsuka (author) (Search by this author)
- Keyword
- cellulose nanofiber, concentrated polymer brush, hMSC, self-assembly, machine learning
- Date published
- 2024-04-08
- Updated at
- 2024-08-27 08:30:31 +0900
Multiobjective Solid Electrolyte Design of Tetragonal and Cubic Inverse-Perovskites for All-Solid-State Lithium-Ion Batteries by High-Throughput Density Functional Theory Calculations and AI-Driven Methods
- Journal article
- Creator
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JALEM Randy (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
;
TATEYAMA Yoshitaka (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
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TAKADA Kazunori (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Solid-State Battery Group, National Institute for Materials Science
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JANG Seonghoon (author) (Search by this author)Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
- Keyword
- all solid state batteries, solid electrolytes, density functional theory, materials informatics, machine learning, novel materials search
- Date published
- 2023-09-07
- Updated at
- 2024-08-28 08:30:15 +0900
Machine-Learning-Driven Discovery of Mn4+-Doped Red-Emitting Fluorides with Short Excited-State Lifetime and High Efficiency for Mini Light-Emitting Diode Displays
- Journal article
- Creator
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Hong Ming (author) (Search by this author)
https://orcid.org/0000-0003-0118-1897
(unauthenticated)
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;Yayun Zhou (author) (Search by this author)Maxim S. Molokeev (author) (Search by this author)
https://orcid.org/0000-0002-8297-0945
(unauthenticated)
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;Chuang Zhang (author) (Search by this author);Lin Huang (author) (Search by this author);Yuanjing Wang (author) (Search by this author)Hong-Tao Sun (author) (Search by this author)
;
Enhai Song (author) (Search by this author)
https://orcid.org/0000-0003-1666-0532
(unauthenticated)
;
Qinyuan Zhang (author) (Search by this author)
https://orcid.org/0000-0001-6544-4735
(unauthenticated)
- Keyword
- luminescent materials, machine learning
- Date published
- 2024-05-06
- Updated at
- 2025-04-03 08:30:20 +0900