Searches for New Physics - Innovation and Anomalies

The ATLAS and CMS experiments at the LHC have collected an impressive dataset exceeding 200/fb of proton-proton collision data in Run 2 and Run 3. Furthermore, it is anticipated that the LHC will deliver over 100/fb of additional data by the conclusion of Run 3. Within these experiments, pioneering searches have been conducted, employing innovative techniques to scrutinize the data for potential indications of new physics. This presentation will provide a concise overview of these novel techniques, highlighting advancements such as machine learning-based approaches. While no statistically significant deviations exceeding 5 sigma from the standard model have been observed, subtle anomalies persist. The discussion will also delve into these anomalies, contemplating their significance. These anomalies, coupled with the introduction of novel analysis techniques, represent promising potential signatures of new physics and could mark significant milestones for the LHC.