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Revealing fast ionic conduction in solid electrolytes through machine learning accelerated Raman calculations
Manuel Grumet
,
Takeru Miyagawa
,
Olivier Pittet
,
Paolo Pegolo
,
Karin S Thalmann
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Waldemar Kaiser
,
David A Egger
2026, 2(1): 011001.
DOI:
10.1088/3050-287X/ae411a
Abstract
PDF
(
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Towards intelligent design of metallic glasses: a data-driven pathway for closing the theory-experiment loop
Huanrong Liu
,
Shan Zhang
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Qingan Li
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Bin Xu
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Jian Li
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Pengfei Guan
2026, 2(1): 012001.
DOI:
10.1088/3050-287X/ae424c
Abstract
PDF
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MOSES: combining automated ontology construction with a multi-agent system for explainable chemical knowledge reasoning
Yingkai Sun
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Feiyang Xu
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Huadong Liang
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Wenwan Zhong
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Jun Jiang
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Xin Li
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DOI:
10.1088/3050-287X/ae3127
Abstract
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Artificial intelligence driven workflow for accelerating design of novel photosensitizers
Hongyi Wang
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Xiuli Zheng
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Weimin Liu
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Zitian Tang
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Sheng Gong
2026, 2(1): 015002.
DOI:
10.1088/3050-287X/ae4412
Abstract
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Jigsaw-like knowledge graph generation: a study on generalization patterns with a LightRAG implementation
Da Long
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Yabo Wang
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Tian Li
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Lifen Sun
2026, 2(1): 015003.
DOI:
10.1088/3050-287X/ae4a3e
Abstract
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