Siwei Lou

Postdoc, College of Control and Engineering, Zhejiang University

Joined

May 2024

Names

Siwei Lou (Preferred)

Emails

****@zju.edu.cn (Confirmed)

Personal Links

Career & Education History

Postdoc

College of Control and Engineering, Zhejiang University (zju.edu.cn)

2025 – 2027

PhD student

College of Control and Engineering, Zhejiang University (zju.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

Coauthor

Shaoqi Wang

2023 – 2027

Coauthor

Chunjie Yang

2021 – 2027

Expertise

Deep Learning

Present

Machine Learning

Present

Regression

Present

Time Series Analysis

Present

Process Monitoring

Present

Publications

Dynamical Component Extraction based Fault Detection for Industrial IoT With Application to Ironmaking Process
Ping Wu, Yicheng Yu, Xujie Zhang, Siwei Lou, Jinfeng Gao, Qian Zhang, Chunjie Yang
- IEEE Internet of Things Journal
- Readers: Everyone
Permeability Index Modeling with Multiscale Time Delay Characteristics Excavation in Blast Furnace Ironmaking Process
Yonghong Xu, Chunjie Yang, Siwei Lou
- Electronics
- Readers: Everyone
CausalSynG: Multivariate Collaborative Causal Inference With Dynamic Knowledge-Data Synergy for Industrial Soft Sensors
Weibin Wang, Chunjie Yang, Siwei Lou, Yuelin Yang
- IEEE Transactions on Instrumentation and Measurement
- Readers: Everyone
A Self-Healing Control Framework for Blast Furnace Based on Latent Space Feature Transformation
Xujie Zhang, Chunjie Yang, Siwei Lou, Yuelin Yang, Yi Li, Ping Wu
- IEEE Transactions on Instrumentation and Measurement
- Readers: Everyone
Toward In-Depth Mastery of Statistical Properties: Novel Stationary Moment Analysis With Application to Continuous Industrial Anomaly Detection
Siwei Lou, Chunjie Yang, Weibin Wang, Hanwen Zhang, Yuchen Zhao, Ping Wu
- IEEE Trans. Cybern. 2025
- Readers: Everyone
Concept drift meets industrial data streams: An efficient drift adaptation framework with knowledge embedding and transfer
Yuyan Zhang, Chunjie Yang, Zhe Liu, Siwei Lou, Xiaoke Huang, Shaoqi Wang
- Expert Systems with Applications
- Readers: Everyone
MIQ-TRA: A Novel Modeling and Anomaly Detection Framework in Ironmaking Cyber-Physical System Integrating Stationarity and Nonstationarity
Siwei Lou, Chunjie Yang, Chao Liu, Hanwen Zhang
- IEEE Transactions on Industrial Cyber-Physical Systems
- Readers: Everyone
Release Power of Mechanism and Data Fusion: A Hierarchical Strategy for Enhanced MIQ-Related Modeling and Fault Detection in BFIP
Siwei Lou, Chunjie Yang, Zhe Liu, Shaoqi Wang, Hanwen Zhang, Ping Wu
- IEEE/CAA Journal of Automatica Sinica
- Readers: Everyone
Efficient Sampling for Doubly Stochastic Variational Inference in Deep Gaussian Processes Regression
Shaoqi Wang, Chunjie Yang, Siwei Lou
- Submitted to NeurIPS 2025
- Readers: Everyone

View all 63 publications

Co-Authors

View all 47 co-authors