Quantum Information Measurements in LHC Collider Events

伊沃研究的关键目标是在ATLAS实验上发展量子纠缠分析。具体来说，他将加入对希格斯衰变中贝尔不等式违反的研究，并研究量子信息测量在二玻色子签名中是否可行。整个研究项目新颖而及时，因为这是强子对撞机的一个非常新的研究领域，其中许多主题以前从未被研究过。Ivo的工作将包括使用机器学习来帮助重建数据中的不稳定粒子，从对撞机事件的背景噪声中提取信号，以及使用基于轮廓似然展开的最先进的探测器效应校正。

The key objectives of Ivo's research are to develop quantum entanglement analyses on the ATLAS experiment. Specifically, he will join a search for Bell Inequality violation in Higgs decays as well as investigate if quantum information measurements are feasible in diboson signatures. The entire research project is novel and timely as this field of research is a very new one for hadron colliders and many of these topics have never been investigated before. Ivo's work will involve using machine learning to assist in the reconstruction of unstable particles in data, signal extraction from background noise in collider events, and state-of-the-art correction for detector effects using profile likelihood based unfolding.