Keyword: machine learning

5 records found.

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)
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Cleber F N Marchiori (author) (Search by this author)
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Daniel Brandell (author) (Search by this author)
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C Moyses Araujo (author) (Search by this author)
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Ming Chen (author) (Search by this author)
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Xiangyu Ji (author) (Search by this author)
;
Guang Feng (author) (Search by this author)
;
Kateryna Goloviznina (author) (Search by this author)
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Alessandra Serva (author) (Search by this author)
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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)
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Patrik Johansson (author) (Search by this author)
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Yun-Ze Qiu (author) (Search by this author)
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Hai Xiao (author) (Search by this author)
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Michael Eikerling (author) (Search by this author)
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Ryosuke Jinnouchi (author) (Search by this author)
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Marko M Melander (author) (Search by this author)
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Georg Kastlunger (author) (Search by this author)
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Assil Bouzid (author) (Search by this author)
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Alfredo Pasquarello (author) (Search by this author)
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Seung-Jae Shin (author) (Search by this author)
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Minho M Kim (author) (Search by this author)
;
Hyungjun Kim (author) (Search by this author)
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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)
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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

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

esi_clean.pdf
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
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
ORCID SAMURAI ;
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
ORCID SAMURAI ;
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
ORCID SAMURAI ;
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

jmca2024_NaSulfideConductor_esi_rj.pdf
Computational discovery of stable Na-ion sulfide solid electrolytes with high conductivity at room temperature
Journal article
Creator
Seong-Hoon Jang (author) (Search by this author)
ORCID ;
Randy Jalem (author) (Search by this author)
ORCID SAMURAI ;
Yoshitaka Tateyama (author) (Search by this author)
ORCID SAMURAI
Keyword
all solid state batteries, solid electrolytes, high-throughput first-principles calculation, computational materials search, machine learning, sodium ion conductors
Date published
2024-08-05
Updated at
2024-10-10 16:30:52 +0900

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