Projects

Multivariate Time Series Anomaly Diagnosis of Fluid Catalytic Cracking

Safety knowledge graph construction and anomaly diagnosis for catalytic cracking units.

Capacity Estimation of Lithium-ion Batteries

Data-Driven hybrid method for capacity estimation of lithium-ion batteries.

Enhanced Verification and Falsification for ADAS Safety and Security Based on Reachability and Deep Reinforcement Learning

Verification and falsification of ADAS under cyberattacks based on hybrid automaton reachability and deep reinforcement learning.

Nested Named Entity Recognition of Manufacturing Text

Pretrained language model based nested named entity recognition of manufacturing text.

Vehicle Motion Control Through Deep Reinforcement Learning

Deep reinforcement learning based vehicle motion control.