Publications by authors named "Shixiao Liang"
Article Synopsis
- Automated Vehicles (AVs) have the potential to improve transportation significantly, but current datasets used to study their behavior are often inadequate in quality and completeness, which affects analysis and model development.
- This study introduces the Unified longitudinal trajectory dataset for AVs (Ultra-AV), which compiles data from 14 different sources to better analyze AVs' driving behaviors through a meticulous three-step data processing method.
- The processed dataset is validated through various performance evaluations, providing researchers with standardized metrics and guidelines for future AV behavior studies and model development.
The carotid web is commonly found in the carotid bulb or the beginning of the internal carotid artery. It presents as a thin layer of proliferative intimal tissue originating from the arterial wall and extending into the vessel lumen. A large body of research has proven that the carotid web is a risk factor for ischemic stroke.
View Article and Find Full Text PDFThis work proposes a domain-informed neural network architecture for experimental particle physics, using particle interaction localization with the time-projection chamber (TPC) technology for dark matter research as an example application. A key feature of the signals generated within the TPC is that they allow localization of particle interactions through a process called reconstruction (i.e.
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