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From serendipity to rational design: Accelerating ionizable lipid discovery with LipidAI
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Bowen Li
Acta Pharmaceutica Sinica B | 2026, 16(8) : 5504 - 5505
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Acta Pharmaceutica Sinica B | 2026, 16(8): 5504-5505
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From serendipity to rational design: Accelerating ionizable lipid discovery with LipidAI
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Bowen Li
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doi: 10.1016/j.apsb.2026.07.035
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Ionizable lipids  /  Lipid nanoparticle delivery system  /  Artificial intelligence  /  Machine learning  /  mRNA expression prediction  /  mRNA therapeutics  /  Non-viral delivery vectors  /  Advanced technologies
Bowen Li. From serendipity to rational design: Accelerating ionizable lipid discovery with LipidAI[J]. Acta Pharmaceutica Sinica B, 2026 , 16 (8) : 5504 -5505 . DOI: 10.1016/j.apsb.2026.07.035
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doi: 10.1016/j.apsb.2026.07.035
  • Online Date：2026-09-17
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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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