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

这个项目将试图通过结合理论观点和实验观点来建立我们对未来对撞机潜力的理解。虽然100 TeV对撞机的好处在原则上是被理解的，但需要根据这一理论潜力来理解在这种对撞机上对探测器的详细要求。识别和测量带电轻子的一个非同寻常的实验挑战是跟踪算法：100TeV的碰撞速率比目前的大型强子对撞机高出一个数量级，这意味着每次碰撞中的数据点密度将远远超过当前算法所处理的密度。将需要探索新的跟踪方法，有可能告知探测器布局或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.