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Yankai Cao

University of British Columbia

21H-index
111Paper Count
1.8KCitation Count
Published Papers 50
Publication Date
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A moving-horizon differential evolution algorithm for training deep classification trees on large datasets
errExpert Systems with Applications
IF7.5
err2026-08-01
err0
PREAI
errRen, Jiayang; Osuna-Enciso, Valentin; Cao, Yankai
errShare
errSave
Power System Transition Planning: A Planner-Oriented Optimization Model
errEnergies
IF3.2
err2026-02-27
err0
errOAAI
errAhmed Al-Shafei; Nima Amjady; Hamidreza Zareipour; Yankai Cao
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errSave
Interpretable and Reliable Soft Sensor Development in Industry 5.0
errIEEE/CAA Journal of Automatica Sinica
IF0
err2026-02-03
err0
PREAI
errLiang Cao; Jianping Su; Fan Yang; Yankai Cao; Bhushan Gopaluni
errShare
errSave
Visual process monitoring of biomass conversion reactors using transfer learning and generative AI
errComputers & Chemical Engineering
IF3.9
err2025-10-23
err0
PREAI
errQiangqiang Mao; Boris Yip; Chuanhao Xu; Sagar Garg; Pengcheng Guo; Yankai Cao
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errSave
Adaptive Process Monitoring for Multimode Industrial Processes Through Machine Learning
errIEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN INDUSTRIAL ELECTRONICS
IF0
err2025-10-01
err3
PREAI
errCao, Liang; Ji, Xiaolu; Cao, Yankai; Gopaluni, Bhushan
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errSave
An ANN-Embedded MILP approach for optimizing the Steady-State operation of gas pipeline networks
errChemical Engineering Science
IF4.3
err2025-09-15
err0
PREAI
errSirui Zhao; Lili Zuo; Yankai Cao; Changchun Wu
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errSave
A Global Optimization Algorithm for K-Center Clustering of One Billion Samples
errMANAGEMENT SCIENCE
IF4.9
err2025-09-01
err0
PREAI
errRen, Jiayang; You, Ningning; Hua, Kaixun; Ji, Chaojie; Cao, Yankai
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errSave
Class-Missing Semi-supervised document key information extraction via synergistic refinement estimation
errInformation Processing & Management
IF6.9
err2025-08-26
err0
PREAI
errPengcheng Guo; Yonghong Song; Boyu Wang; Yankai Cao; Jiayang Ren; Chaojie Ji; Jiahao Liu; Qi Zhang; Qiangqiang Mao
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errSave
A novel automated soft sensor design tool for industrial applications based on machine learning
errCONTROL ENGINEERING PRACTICE
IF4.6
err2025-07-01
err1
PREAI
errCao, Liang; Su, Jianping; Conde, Emilio; Siang, Lim C.; Cao, Yankai; Gopaluni, Bhushan
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errSave
A global optimization framework for joint generation and transmission expansion planning with AC power flow representation
errRenewable Energy Focus
IF5.9
err2025-06-14
err0
PREAI
errGhazaleh Mozafari; Mahdi Mehrtash; Yankai Cao; Bhushan Gopaluni
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errSave
Data-driven dynamic modeling of renewable CO2 emissions in multimode industrial co-processing processes
errControl Engineering Practice
IF4.6
err2025-06-10
err0
PREAI
errLiang Cao; Jianping Su; Yankai Cao; Lim C. Siang; Gary Lee; Jin Li; R. Bhushan Gopaluni
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errSave
Deep Learning-Based Approximation of Model Predictive Control Laws Using Mixture Networks
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2025-01-01
err1
PREAI
errOkamoto, Morimasa; Ren, Jiayang; Mao, Qiangqiang; Liu, Jianfeng; Cao, Yankai
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errSave
Classification of Woody Biomass Images Using Neural Networks and Attention Mechanisms
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-08-12
err0
PREAI
errJi, Chaojie; Lee, Jun Sian; Sokhansanj, Shahab; Cao, Yankai
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errSave
Data-driven battery capacity estimation using support vector regression and model bagging under fast-charging conditions
errCANADIAN JOURNAL OF CHEMICAL ENGINEERING
IF1.9
err2024-07-02
err0
errOAAI
errWang, Yixiu; Luo, Qiyue; Cao, Liang; Seth, Arpan; Liu, Jianfeng; Gopaluni, Bhushan; Cao, Yankai
errShare
errSave
Real-time tracking of renewable carbon content with AI-aided approaches during co-processing of biofeedstocks
errAPPLIED ENERGY
IF11
err2024-04-01
err0
PREAI
errCao, Liang; Su, Jianping; Saddler, Jack; Cao, Yankai; Wang, Yixiu; Lee, Gary; Siang, Lim C.; Pinchuk, Robert; Li, Jin; Gopaluni, R. Bhushan
errShare
errSave
Interpretable Data-Driven Capacity Estimation of Lithium-ion Batteries
errIFAC PAPERSONLINE
IF0
err2024-01-01
err0
errOAAI
errWang, Yixiu; Kumar, Anurakt; Ren, Jiayang; You, Pufan; Seth, Arpan; Gopaluni, R. Bhushan; Cao, Yankai
errShare
errSave
Does Choice of Power Flow Representation Matter in Transmission Expansion Optimization? A Quantitative Comparison for a Large-Scale Test System
errIEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
IF4.5
err2024-01-01
err2
PREAI
errMehrtash, Mahdi; Hobbs, Benjamin F.; Mahroo, Reza; Cao, Yankai
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errSave
A Generalizable Method for Capacity Estimation and RUL Prediction in Lithium-Ion Batteries
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2023-12-20
err1
PREAI
errWang, Yixiu; Zhu, Jiangong; Cao, Liang; Liu, Jianfeng; You, Pufan; Gopaluni, Bhushan; Cao, Yankai
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errSave
Long Short-Term Memory Network with Transfer Learning for Lithium-ion Battery Capacity Fade and Cycle Life Prediction
errAPPLIED ENERGY
IF11
err2023-11-01
err9
PREAI
errWang, Yixiu; Zhu, Jiangong; Cao, Liang; Gopaluni, Bhushan; Cao, Yankai
errShare
errSave
A safe reinforcement learning-based charging strategy for electric vehicles in residential microgrid
errAPPLIED ENERGY
IF11
err2023-10-01
err10
PREAI
errZhang, Shulei; Jia, Runda; Pan, Hengxin; Cao, Yankai
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
S
Seyedali Mirjalili
H-index: 132 · Papers: 796
G
Gary Lee
H-index: 80 · Papers: 854
H
Helmut Ehrenberg
H-index: 77 · Papers: 876
R
Rehan Sadiq
H-index: 75 · Papers: 608
B
Benjamin F. Hobbs
H-index: 70 · Papers: 449
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