The Electroweak Phase Transition and High-Density Tracking at Future Colliders

这个项目将通过理论和实验的结合来建立我们对未来对撞机潜力的理解。虽然100tev对撞机的好处在原则上是可以理解的，但这种对撞机的探测器的详细要求需要根据这种理论潜力来理解。识别和测量带电轻子的一个特别的实验挑战是跟踪算法：100 TeV的碰撞速度比目前的大型强子对撞机高一个数量级，这意味着每次碰撞的数据点密度远远超过当前算法所能处理的数据点密度。需要探索新的跟踪方法，有可能为探测器布局提供信息，或者开发新的机器学习技术来寻找模式。

This project will seek to build our understanding of future colliders' potential by combining both the theoretical perspective and the experimental perspective. Although the benefits of a 100 TeV collider are understood in principle, the detailed requirements for detectors at such a collider need to be understood in light of this theoretical potential. One extraordinary experimental challenge for identifying and measuring charged leptons is tracking algorithms: 100 TeV collisions with rates an order of magnitude higher than the current Large Hadron Collider will mean a density of data points in every collision that far exceed what is handled by current algorithms. New approaches to tracking will need to be explored, with the potential to inform detector layouts or to develop new machine learning techniques for pattern-finding.