LEARNING
Discovering New Chemistry with an Autonomous Robotic Platform Driven by a Reactivity-Seeking Neural Network
Dario Caramelli, Jarosław M. Granda, S. Hessam M. Mehr, Dario Cambié, Alon Henson, Leroy Cronin
- 发表年份
- 2021
- 引用次数
- 77
摘要
carbon centers. An analysis reveals that this transformation is intrinsically unpredictable, demonstrating the possibility of a reactivity-first robotic discovery of unknown reaction methodologies without requiring human input.
关键词
Reactivity (psychology)Chemical spaceReagentComputer scienceChemistryCombinatorial chemistryBiochemical engineeringChemical reactionArtificial neural networkSubstrate (aquarium)
相关论文
OTHER
📊 26,957 引用
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
PERCEPTION
📊 22,245 引用
Artificial intelligence: a modern approach
1995
OTHER
📊 18,993 引用
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
SWARM
📊 14,853 引用
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002