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Why AlphaFold cannot replace structural biology: An exploration of the accuracy of AI-based structure prediction
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Xinheng HE, Junrui LI, Huaqiang XU*
Science & Technology Review | 2025, 43(2) : 14 - 21
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Science & Technology Review | 2025, 43(2): 14-21
• Commentary •
Why AlphaFold cannot replace structural biology: An exploration of the accuracy of AI-based structure prediction
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Xinheng HE, Junrui LI, Huaqiang XU*
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  • Shanghai Institute of Materia Medica, Chinese Academy of Science, Shanghai 201203, China
Published: 2025-01-28 doi: 10.3981/j.issn.1000-7857.2024.11.01606
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AlphaFold2  /  protein structure prediction  /  structural biology  /  cryo-electron microscopy  /  G protein-coupled receptors  /  drug design
Xinheng HE, Junrui LI, Huaqiang XU. Why AlphaFold cannot replace structural biology: An exploration of the accuracy of AI-based structure prediction[J]. Science & Technology Review, 2025 , 43 (2) : 14 -21 . DOI: 10.3981/j.issn.1000-7857.2024.11.01606
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doi: 10.3981/j.issn.1000-7857.2024.11.01606
  • Receive Date：2024-10-29
  • Online Date：2025-07-31
  • Published：2025-01-28
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  • Received：2024-10-29
  • Revised：2024-12-11
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    Shanghai Institute of Materia Medica, Chinese Academy of Science, Shanghai 201203, China
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表12种不同金属材料的力学参数
科
Family		 属数
Number of
genus		 种数
Number of
species		 占总种数比例
Percentage of
total species (%)		 属
Genus		 种数
Number of
species		 占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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