Machine Learning—Guided Design of Biomass‐Based Porous Carbon for Aqueous Symmetric Supercapacitors
- ジャーナル論文
- 著者
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Manickam Minakshi (author) (この著者で検索)
https://orcid.org/0000-0001-6558-8317
(unauthenticated)
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;Apsana Sharma (author) (この著者で検索);Ferdous Sohel (author) (この著者で検索)Almantas Pivrikas (author) (この著者で検索)
https://orcid.org/0000-0002-7713-2154
(unauthenticated)
;
Pragati A. Shinde (author) (この著者で検索)
https://orcid.org/0000-0003-1730-2374
(unauthenticated)
;
Katsuhiko Ariga (author) (この著者で検索)
;
Lok Kumar Shrestha (author) (この著者で検索)
- キーワード
- biomass, carbon, dopant, energy, machine learning, storage
- 刊行年月日
- 2025-10-09
- 更新時刻
- 2025-10-21 16:06:10 +0900
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu 2+ -phosphor emissions
- ジャーナル論文
- 著者
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Yukinori Koyama (author) (この著者で検索)
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;Ryusei Hayasaka (author) (この著者で検索)Yuta Matsushima (author) (この著者で検索)
https://orcid.org/0000-0001-5826-1551
(unauthenticated)
;
Takayuki Nakanishi (author) (この著者で検索)
;
Takashi Takeda (author) (この著者で検索)
;
Naoto Hirosaki (author) (この著者で検索)
- キーワード
- materials informatics, phosphor, europium, machine learning, interpretability, linear model, composition-based feature
- 刊行年月日
- 2026-12-31
- 更新時刻
- 2026-07-07 14:31:04 +0900
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
- ジャーナル論文
- 著者
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Guohai Chen (author) (この著者で検索)
https://orcid.org/0000-0001-8481-0972
(unauthenticated)
;
Dai-Ming Tang (author) (この著者で検索)
- キーワード
- machine learning, carbon nanotube, in situ TEM, growth mechanism
- 刊行年月日
- 2024-10-22
- 更新時刻
- 2024-12-24 13:58:23 +0900
Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework
- ジャーナル論文
- 著者
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;Xun Liu (author) (この著者で検索)National Institute for Materials Science;Zhufeng Hou (author) (この著者で検索);Dabao Lu (author) (この著者で検索)Bo Da (author) (この著者で検索)National Institute for Materials Science
;
Hideki Yoshikawa (author) (この著者で検索)National Institute for Materials Science
;
Shigeo Tanuma (author) (この著者で検索)National Institute for Materials Science
;
;Yang Sun (author) (この著者で検索)Zejun Ding (author) (この著者で検索)
- キーワード
- machine learning, inelastic mean free path, LASSO
- 刊行年月日
- 2019-12-31
- 更新時刻
- 2024-09-05 16:30:30 +0900
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
- ジャーナル論文
- 著者
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;Alex Kutana (author) (この著者で検索)Nagoya University;Koki Yoshimochi (author) (この著者で検索)Ryoji Asahi (author) (この著者で検索)
- キーワード
- Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-07-18 10:24:15 +0900
Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis
- ジャーナル論文
- 著者
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;Hiroto Arima (author) (この著者で検索)National Institute of Advanced Industrial Science and Technology (AIST) National Metrology Institute of Japan (NMIJ);Yuichiro Yamashita (author) (この著者で検索)Takashi Yagi (author) (この著者で検索)
- キーワード
- Time-domain thermoreflectance, multiple delay, thin film, thermal effusivity, interfacial thermal resistance, machine learning
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-07-16 16:14:58 +0900
Development of a method to evaluate strain in weld solidification using in-situ observations with high-brightness synchrotron X-rays
- ジャーナル論文
- 著者
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Houichi Kitano (author) (この著者で検索)
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Tomoya Nagira (author) (この著者で検索)
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Fumiyoshi Yoshinaka (author) (この著者で検索)
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Takahiro Sawaguchi (author) (この著者で検索)
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;Takayuki Yamashita (author) (この著者で検索);Yasuhiro Aoki (author) (この著者で検索)Hidetoshi Fujii (author) (この著者で検索)
- キーワード
- in-situ observation, synchrotron X-ray, welding technology, optical flow, machine learning, Strain evaluation method;
- 刊行年月日
- 2024-12-31
- 更新時刻
- 2024-11-13 12:30:30 +0900
Artificial Intelligence‐Driven Nanoarchitectonics for Smart Targeted Drug Delivery
- ジャーナル論文
- 著者
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;Hayeon Bae (author) (この著者で検索);Hyunsub Ji (author) (この著者で検索);Konstantin Konstantinov (author) (この著者で検索);Ronald Sluyter (author) (この著者で検索)Katsuhiko Ariga (author) (この著者で検索)National Institute for Materials Science
;
;Yong Ho Kim (author) (この著者で検索)Jung Ho Kim (author) (この著者で検索)
- キーワード
- artificial intelligence, in silico optimization, machine learning, nanocarrier design, nanomedicine, targeted drug delivery
- 刊行年月日
- 2025-08-07
- 更新時刻
- 2025-10-28 12:30:13 +0900
2023 Roadmap on molecular modelling of electrochemical energy materials
- ジャーナル論文
- 著者
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;Chao Zhang (author) (この著者で検索);Jun Cheng (author) (この著者で検索);Yiming Chen (author) (この著者で検索);Maria K Y Chan (author) (この著者で検索);Qiong Cai (author) (この著者で検索);Rodrigo P Carvalho (author) (この著者で検索);Cleber F N Marchiori (author) (この著者で検索);Daniel Brandell (author) (この著者で検索);C Moyses Araujo (author) (この著者で検索);Ming Chen (author) (この著者で検索);Xiangyu Ji (author) (この著者で検索);Guang Feng (author) (この著者で検索);Kateryna Goloviznina (author) (この著者で検索);Alessandra Serva (author) (この著者で検索);Mathieu Salanne (author) (この著者で検索)Toshihiko Mandai (author) (この著者で検索)National Institute for Materials Science (NIMS)
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;Tomooki Hosaka (author) (この著者で検索);Mirna Alhanash (author) (この著者で検索);Patrik Johansson (author) (この著者で検索);Yun-Ze Qiu (author) (この著者で検索);Hai Xiao (author) (この著者で検索);Michael Eikerling (author) (この著者で検索);Ryosuke Jinnouchi (author) (この著者で検索);Marko M Melander (author) (この著者で検索);Georg Kastlunger (author) (この著者で検索);Assil Bouzid (author) (この著者で検索);Alfredo Pasquarello (author) (この著者で検索);Seung-Jae Shin (author) (この著者で検索);Minho M Kim (author) (この著者で検索);Hyungjun Kim (author) (この著者で検索);Kathleen Schwarz (author) (この著者で検索)Ravishankar Sundararaman (author) (この著者で検索)
- キーワード
- electrochemical interfaces, density-functional theory, molecular dynamics simulation, electrochemical energy storage, machine learning, electrocatalysis
- 刊行年月日
- 2023-10-01
- 更新時刻
- 2024-03-22 00:53:39 +0900
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
- ジャーナル論文
- 著者
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Daisuke Ogawa (author) (この著者で検索)National Institute for Materials Science
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Yuma Iwasaki (author) (この著者で検索)National Institute for Materials Science
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Jun Uzuhashi (author) (この著者で検索)National Institute for Materials Science
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Yuta Sasaki (author) (この著者で検索)National Institute for Materials Science
;
;Masato Kotsugi (author) (この著者で検索)Yukiko K. Takahashi (author) (この著者で検索)National Institute for Materials Science
- キーワード
- heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
- 刊行年月日
- 2025-06-23
- 更新時刻
- 2025-07-11 08:30:48 +0900