24 citations · 108 across the 16 of their papers we have counts for
18 papers
Machine Learning Study of the Extended Drug-target Interaction Network informed by Pain Related Voltage-Gated Sodium Channels
Long Chen, Jian Jiang, Bozheng Dou +6
Pain is a significant global health issue, and the current treatment options for pain management have limitations in terms of effectiveness, side effects, and potential for addicti…
How Simulation Helps Autonomous Driving:A Survey of Sim2real, Digital Twins, and Parallel Intelligence
Xuemin Hu, Shen Li, Tingyu Huang +3
Safety and cost are two important concerns for the development of autonomous driving technologies. From the academic research to commercial applications of autonomous driving vehic…
Network Characteristics of LEO Satellite Constellations: A Starlink-Based Measurement from End Users
Sami Ma, Yi Ching Chou, Haoyuan Zhao +3
Low Earth orbit Satellite Networks (LSNs) have been advocated as a key infrastructure for truly global coverage in the forthcoming 6G. This paper presents our initial measurement r…
Embedded Point Iteration Based Recursive Algorithm for Online Identification of Nonlinear Regression Models
Guang-Yong Chen, Min Gan, Jing Chen +1
This paper presents a novel online identification algorithm for nonlinear regression models. The online identification problem is challenging due to the presence of nonlinear struc…
The scope for AI-augmented interpretation of building blueprints in commercial and industrial property insurance
Long Chen, Mao Ye, Alistair Milne +2
This report, commissioned by the WTW research network, investigates the use of AI in property risk assessment. It (i) reviews existing work on risk assessment in commercial and ind…
Proximal Implicit ODE Solvers for Accelerating Learning Neural ODEs
Justin Baker, Hedi Xia, Yiwei Wang +7
Learning neural ODEs often requires solving very stiff ODE systems, primarily using explicit adaptive step size ODE solvers. These solvers are computationally expensive, requiring…