图 书 馆
科学自动化The Automation of Science |
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| 课程网址: | http://videolectures.net/icgeb_king_science/ |
| 主讲教师: | Ross D. King |
| 开课单位: | 曼彻斯特大学计算机科学学院 |
| 开课时间: | 2019-09-19 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The application of Artificial Intelligence (AI) to science has a distinguished history. Recent progress in AI and laboratory automation has made it possible to fully automate simple forms of scientific research. A Robot Scientist is a physically implemented robotic system that applies techniques from AI to execute cycles of automated scientific experimentation: hypothesis formation, selection of efficient experiments to discriminate between hypotheses, execution of experiments using laboratory automation equipment, and analysis of results. The motivation for Robot Scientists is to both better understand science, and to make science more efficient. Our Robot Scientist ‘Adam’ was the first machine to autonomously discover novel scientific knowledge. Our Robot Scientist ‘Eve’ was originally designed to automate drug discovery, with a focus on neglected tropical diseases. We are now adapting Eve to work with and learn about yeast systems biology and cancer. In chess there is a continuum of ability from novices up to Grandmasters. We argue that it is likely that advances in AI and lab automation will drive the development of ever-smarter Robot Scientists. The Physics Nobel Frank Wilczek is on record as saying that in 100 years’ time the best physicist will be a machine. If this comes to pass it will not only transform technology, but our understanding of science, and the Universe. |
| 关 键 词: | 科学自动化; 数据科学; 人工智能和实验室自动化; 自动化药物发现; 自动化科学实验循环 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2022-10-14：cyh |
| 最后编审: | 2022-10-14：cyh |
| 阅读次数: | 62 |