Material design accelerated by large language models: end-to-end empowerment from knowledge mining to intelligent design

HUANG Yudan; XIA Wanjun; DU Junmei; JIANG Yu; WANG Xin; CHEN Yuanzheng; WANG Hongyan; ZHAO Jijun; GUO Chunsheng

doi:10.7498/aps.74.20250497

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HUANG Yudan, XIA Wanjun, DU Junmei, JIANG Yu, WANG Xin, CHEN Yuanzheng, WANG Hongyan, ZHAO Jijun, GUO Chunsheng. Material design accelerated by large language models: end-to-end empowerment from knowledge mining to intelligent designJ. Acta Physica Sinica, 2025, 74(18): 188101. DOI: 10.7498/aps.74.20250497

Citation:

HUANG Yudan, XIA Wanjun, DU Junmei, JIANG Yu, WANG Xin, CHEN Yuanzheng, WANG Hongyan, ZHAO Jijun, GUO Chunsheng. Material design accelerated by large language models: end-to-end empowerment from knowledge mining to intelligent designJ. Acta Physica Sinica, 2025, 74(18): 188101. DOI: 10.7498/aps.74.20250497

Citation:

HUANG Yudan, XIA Wanjun, DU Junmei, JIANG Yu, WANG Xin, CHEN Yuanzheng, WANG Hongyan, ZHAO Jijun, GUO Chunsheng. Material design accelerated by large language models: end-to-end empowerment from knowledge mining to intelligent designJ. Acta Physica Sinica, 2025, 74(18): 188101. DOI: 10.7498/aps.74.20250497