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SRIS (Smart, Reliable, and Interpretable Systems) lab is a research group directed by Dr. Gang Chen at South China University of Technology. The main research interest includes machine learning, formal methods, control theory, signal processing and their applications on cyber-physical system monitoring and control.

Recent News


    [Dec 22, 2024] Our paper "Multi-source data fusion monitoring system for super-elevation in laser powder bed fusion based on bi-stream cross-mode fusion network" has been accepted by Optics and Lasers in Engineering

    [Oct 14, 2024] Our paper "Fault tracing in multistage gearbox systems based on an improved transfer path analysis method" has been accepted by Measurement

    [Sept 25, 2024] Our paper "In-situ quality inspection based on coaxial melt pool images for laser powder bed fusion with depth graph network guided by prior knowledge" has been accepted by Mechanical Systems and Signal Processing.

    [July 12, 2024] Our paper "VNCCD: A Gearbox Fault Diagnosis Technique under Nonstationary Conditions via Virtual Decoupled Transfer Paths" has been accepted by Mechanical Systems and Signal Processing.

    [June 29, 2024] Our paper "Enhancing Reliability through Interpretability: A Comprehensive Survey of Interpretable Intelligent Fault Diagnosis in Rotating Machinery" has been accepted by IEEE ACCESS.

    [May 13, 2024] Our paper "Fast Pareto Set Approximation for Multiobjective Flexible Job Shop Scheduling via Parallel Preference-Conditioned Graph Reinforcement Learning" has been accepted by Swarm and Evolutionary Computation.

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