We obtain the quark and gluon rapidity anomalous dimension to fourth order in QCD. We calculate the N^{3}LO rapidity anomalous dimensions to higher order in the dimensional regulator and make use of the soft and rapidity anomalous dimension correspondence in conjunction with the recent determination of the N^{4}LO threshold anomalous dimensions to achieve our result. We show that the results for the quark and gluon rapidity anomalous dimensions at four loops are related by generalized Casimir scaling. Using the N^{4}LO rapidity anomalous dimension, we perform the resummation of the energy-energy correlation in the back-to-back limit at N^{4}LL, achieving for the first time the resummation of an event shape at this logarithmic order. We present numerical results and observe a reduction of perturbative uncertainties on the resummed cross section to below 1%.
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http://dx.doi.org/10.1103/PhysRevLett.129.162001 | DOI Listing |
Sensors (Basel)
January 2025
School of Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an 710054, China.
Artificial intelligence (AI), particularly through advanced large language model (LLM) technologies, is reshaping coal mine safety assessment methods with its powerful cognitive capabilities. Given the dynamic, multi-source, and heterogeneous characteristics of data in typical mining scenarios, traditional manual assessment methods are limited in their information processing capacity and cost-effectiveness. This study addresses these challenges by proposing an embodied intelligent system for mine safety assessment based on multi-level large language models (LLMs) for multi-source sensor data.
View Article and Find Full Text PDFQuant Imaging Med Surg
January 2025
Department of Neurology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
Background: Rapid eye movement sleep behavior disorder (RBD) is associated with pathological α-synuclein deposition and may have different damage directions due to α-synuclein spreading orientations. Recent functional imaging studies of Parkinson's disease (PD) with RBD have identified abnormalities in connectivity, but effective connectivity (EC) for this altered orientation is understudied. Here, we aimed to explore altered intrinsic functional connectivity (FC) and EC in PD patients with probable RBD (pRBD).
View Article and Find Full Text PDFSci Rep
January 2025
Department of Electronics and Communication Engineering, Panimalar Engineering College, Chennai, India.
Sensors (Basel)
December 2024
School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi 214122, China.
With the rapid development of blockchain technology, fraudulent activities have significantly increased, posing a major threat to the personal assets of blockchain users. The blockchain transaction network formed during user transactions can be represented as a graph consisting of nodes and edges, making it suitable for a graph data structure. Fraudulent nodes in the transaction network are referred to as anomalous nodes.
View Article and Find Full Text PDFJTCVS Open
December 2024
Division of Pediatric Cardiac Surgery, Heart, Vascular and Thoracic Institute, Cleveland Clinic Children's Hospital, Cleveland, Ohio.
Objective: The study objective was to assess longitudinal postoperative health-related quality of life among patients with adult congenital heart disease facilitated by a novel electronic medical record-based patient-reported outcomes follow-up platform.
Methods: From January 2022 to October 2023, 559 patients with adult congenital heart disease underwent cardiac surgery; 491 (88%) completed a 23-element health-related quality of life questionnaire covering 3 domains (physical, mental, and social) yielding 911 assessments. Automated questionnaires via electronic medical record were sent at 7 days preoperatively and postoperatively at 1, 3, 6, and 12 months.
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