Identifying New Classes of Financial Price Jumps with Wavelets

Mathematics, Chemistry, Information Science, Computer Science, Artificial Intelligence, Life Sciences,
financial jumps   classification   wavelets   reflexivity   cojumps  

Research Report on Identifying New Classes of Financial Price Jumps Using Wavelets Academic Background Price jumps in financial markets refer to significant price fluctuations occurring within an extremely short period, typically caused by exogenous factors (such as sudden news) or endogenous factors (internal market feedback mechanisms). Distingui...

Out-of-Distribution Generalization via Composition: A Lens Through Induction Heads in Transformers

Information Science, Computer Science, Artificial Intelligence,
out-of-distribution generalization   composition   large language models   emergent ability   mechanistic interpretability  

Study on Out-of-Distribution Generalization and Composition Mechanisms in Large Language Models Paper Background In recent years, large language models (LLMs) such as GPT-4 have demonstrated remarkable creativity in handling novel tasks, often solving problems with just a few examples. These tasks require models to generalize on distributions diffe...

Adaptive Quantized Control for a Class of Hysteresis Nonlinear System with Irregular Constraints and Its Application to Piezoelectric Positioning Stage

Engineering, Electrical Engineering, Information Science, Automation, Artificial Intelligence,
irregular constraints   hysteresis nonlinear systems   adaptive control   quantized control   piezoelectric positioning   system transformation   smart materials  

Adaptive Quantized Control Research for Hysteresis Nonlinear Systems in Piezoelectric Positioning Stages Background Introduction In modern high-precision positioning systems, smart materials (such as piezoelectric ceramics) are widely used in micro/nano manufacturing and soft robotics due to their excellent performance. However, the inherent hyster...

Exoskeleton-Assisted Stance and Kneeling Balance and Work Task Evaluation in Construction

Engineering, Mechanical Engineering, Architecture and Civil Engineering, Information Science, Automation, Artificial Intelligence, Medicine, Orthopedics,
exoskeleton   construction workers   balance control   virtual reality   welding tasks   knee joint   fall risk reduction  

Balance and Task Evaluation of Construction Workers Assisted by Knee Exoskeletons Background Introduction Construction workers face serious safety and health risks in hazardous working environments, especially when working at heights. Prolonged standing and kneeling postures can lead to knee injuries, musculoskeletal disorders, and visual disturban...

Automated Strategy for Tissue Analysis in Anatomic Pathology: Fiducial Marker Integration and Multisurface Tissue Comparison

Engineering, Information Science, Automation, Artificial Intelligence, Medicine, Medical Laboratory Science,
automation   tissue analysis   fiducial marker   anatomic pathology   neural network  

Automated Strategy for Tissue Analysis in Anatomic Pathology: Fiducial Marker Integration and Multisurface Tissue Comparison Background Introduction In anatomic pathology laboratories, many processes still rely on manual operations, especially in the preparation and processing of paraffin-embedded tissue blocks (PETBs). Manual operations not only l...

Dynamic Event-Triggered Adaptive Tracking Control for Switched Nonlinear Systems with Vanishing Control Gains

Information Science, Automation, Artificial Intelligence,
switched nonlinear systems   dynamic event-triggered control   vanishing control gains   adaptive tracking   input saturation   asynchronous switching   Zeno phenomenon  

Application of Dynamic Event-Triggered Adaptive Control in Switched Nonlinear Systems Academic Background With the rapid development of artificial intelligence technologies, the study of switched nonlinear systems has gained widespread attention. Switched systems are complex systems composed of multiple subsystems, where the system switches between...