The Universe Connected: Real-Time Analysis for the science drivers of the future

我的未来领袖奖学金项目已经证明，在数据存储之前对数据进行实时分析可以提高精度，并降低与大规模尖端科学实验产生的大量数据相关的成本。在我的后续研究中，我将把在第一个研究期间学到的经验应用到未来的粒子物理实验中，在探索我们的宇宙的过程中，数据速率预计会更大。传统上，实验是在三维中重建粒子碰撞，提供碰撞的图像，供分析人员研究以寻找新的物理现象。随着碰撞变得越来越大，越来越复杂，这种重建在当前的计算技术下变得越来越具有挑战性。在我的续篇中，我将在粒子碰撞的实时重建中增加第四个维度，即时间，以减少这种复杂性并提高我们在最小尺度上探测宇宙的精度。我将领导国际研发活动，研究我们使用商业上可用的技术处理这些数据的方式，以确保未来的实验能够继续处理他们预期产生的大量数据。

My Future Leaders Fellowship has proven that analysing data in real-time before it is stored can increase the precision and reduce the costs associated with the enormous amounts of data produced by large-scale, cutting-edge science experiments. In my Fellowship continuation, I will apply the lessons learned in the first fellowship period to the future of Particle Physics experiments, where, in the quest to understand our universe, data rates are expected to be even larger. Traditionally, experiments have reconstructed particle collisions in 3D, providing an image of the collision which can be studied by analysts to look for new physics. As collisions become larger and more complicated, this reconstruction becomes increasingly challenging with current computing technologies. In my continuation I will add a fourth dimension, timing, to the real-time reconstruction of particle collisions in order to reduce this complexity and increase the precision to which we can probe the universe at the smallest scales. I will lead international R&D activities to study the way in which we process this data using commercially available technologies to ensure that future experiments can continue to process the wealth of data they are expected to produce.