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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, Waldemar Kaiser, David A Egger
2026, 2(1): 011001. DOI: 10.1088/3050-287X/ae411a
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Towards intelligent design of metallic glasses: a data-driven pathway for closing the theory-experiment loop
Huanrong Liu, Shan Zhang, Qingan Li, Bin Xu, Jian Li, Pengfei Guan
2026, 2(1): 012001. DOI: 10.1088/3050-287X/ae424c
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MOSES: combining automated ontology construction with a multi-agent system for explainable chemical knowledge reasoning
Yingkai Sun, Feiyang Xu, Huadong Liang, Xianghui Fan, Guozhu Wan, Wenwan Zhong, Jun Jiang, Xin Li, Linjiang Chen
2026, 2(1): 015001. DOI: 10.1088/3050-287X/ae3127
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Artificial intelligence driven workflow for accelerating design of novel photosensitizers
Hongyi Wang, Xiuli Zheng, Weimin Liu, Zitian Tang, Sheng Gong
2026, 2(1): 015002. DOI: 10.1088/3050-287X/ae4412
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Jigsaw-like knowledge graph generation: a study on generalization patterns with a LightRAG implementation
Da Long, Yabo Wang, Tian Li, Lifen Sun
2026, 2(1): 015003. DOI: 10.1088/3050-287X/ae4a3e
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