机器学习在粒子加速器的应用

储中明(

),肖邓杰,乔予思,万金宇

Machine Learning Applications for Particle Accelerators

Chu Zhongming(

),Xiao Dengjie,Qiao Yusi,Wan Jinyu

. </p> </td> </tr> <tr> <td align="center" bgcolor="#FFFFCC"><p class="caption">Fig.8. <b>The optimized results in the 100th generation of MOGA plotted in the objective space. The red squares are the results obtained from standard MOGA and the blue squares are obtained from the artificial neural network accelerated MOGA</b><br/></p></td> </tr> <tr> <td height="5" bgcolor="efefef"></td> </tr> <tr> <td align="center" bgcolor="efefef"> <img src="http://www.jfdc.cnic.cn/fileup/1674-9480/FIGURE/2019-1-2/Images/1674-9480-1-2-110/img_9.png" onload="javascript:DrawImage(this,'800','600');" /></td> </tr> <tr> <td height="5" bgcolor="efefef"></td> </tr> <tr> <td height="30"></td> </tr> </table>  <script src="../../../../richhtml/1674-9480/js/jquery.min.js"></script>   <script src="../../../../richhtml/1674-9480/js/amazeui.min.js"></script> <script src="../../../../js/colorbox/jquery.colorbox.js"></script> <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script> <script type="text/x-mathjax-config"> MathJax.Hub.Config({ extensions: ["tex2jax.js"], jax: ["input/TeX", "output/HTML-CSS"], tex2jax: {inlineMath: [ ['$','$'], ["\$","\$"] ],displayMath: [ ['$$','$$'], ["\\[","\\]"] ],processEscapes: true}, "HTML-CSS": { availableFonts: ["TeX"] }}); </script> </BODY> </HTML>