School of Chemistry, University of Southampton, United Kingdom.
J Magn Reson. 2019 Sep;306:75-79. doi: 10.1016/j.jmr.2019.07.031. Epub 2019 Jul 9.
These are personal recollections and musings, written for the 50th Anniversary of the Journal of Magnetic Resonance. They are distilled from twenty years of writing simulation code, and filtered through hindsight and sarcastic intransigence. To me, the biggest recent achievements of the magnetic resonance community in the field of theory and simulation have been the successful war on the exponential scaling, the powerful and general simulation software, and the return to elegant notation. It appears that our future will be defined by computers. Three aspects are pertinent: simulation as the experiment is designed, optimal control as the experiment proceeds, and machine learning at the data processing stage.
这是为《磁共振杂志》创刊 50 周年而写的个人回忆和思考。它们是从我二十年的模拟代码编写经验中提炼出来的,并经过事后的反思和讽刺的顽固态度过滤。对我来说,磁共振领域理论和模拟的最新重大成就,是成功地战胜了指数级规模的扩展、强大而通用的模拟软件,以及回归到优雅的符号表示。看来,我们的未来将由计算机来定义。有三个方面是相关的:模拟作为实验的设计,最优控制作为实验的进行,以及数据处理阶段的机器学习。