Liang Cao - Publications, H-index & Citations | Canyam

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Liang Cao

massachusetts institute of technology

17H-index

103Paper Count

776Citation Count

Published Papers 24

Publication Date

Causal Representation Learning for Trustworthy Industrial Process Modeling

IEEE-CAA Journal of Automatica Sinica

IF19.2

2026-08-03

0

PREAI

Liang Cao; Fan Yang; Youqing Wang

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Source-free foundation model-enabled transferable state of health estimation for lithium-ion batteries with intelligent adapter mapping

Pattern Recognition

IF7.6

2026-03-23

0

OAAI

Yan Qin; Qingyue Huang; Liang Cao; Wei Dai; Chau Yuen

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Condition-Dependent Causal Discovery: A Polynomial Chaos Framework for Systems With Parametric Uncertainty

IEEE Transactions on Automation Science and Engineering

IF6.4

2026-03-09

0

PREAI

Liang Cao; Weide Liu; Yang Liu; Yan Qin

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Physics-informed dynamic hybrid modeling for real-time renewable CO2 tracking in refinery co-processing

ISA Transactions

IF6.5

2025-10-30

0

PREAI

Liang Cao; Yang Liu; Jing Liu; Jianping Su

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Prescribed-Time-Based Adaptive Optimal Control for Nonlinear Systems with Error Constraint

Cognitive Computation

IF4.3

2025-08-14

0

PREAI

Yan Qin; Yang Liu; Yingnan Pan; Liang Cao; Guohuai Lin

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Data-driven dynamic modeling of renewable CO2 emissions in multimode industrial co-processing processes

Control Engineering Practice

IF4.6

2025-06-10

0

PREAI

Liang Cao; Jianping Su; Yankai Cao; Lim C. Siang; Gary Lee; Jin Li; R. Bhushan Gopaluni

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Machine learning for real-time green carbon dioxide tracking in refinery processes

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2025-05-01

1

PREAI

Cao, Liang; Wang, Yixiu; Lee, Gary; Siang, Lim C.; Luo, Yi; Pinchuk, Robert; Li, Jin; Gopaluni, R. Bhushan

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Data-driven battery capacity estimation using support vector regression and model bagging under fast-charging conditions

CANADIAN JOURNAL OF CHEMICAL ENGINEERING

IF1.9

2024-07-02

0

OAAI

Wang, Yixiu; Luo, Qiyue; Cao, Liang; Seth, Arpan; Liu, Jianfeng; Gopaluni, Bhushan; Cao, Yankai

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Real-time tracking of renewable carbon content with AI-aided approaches during co-processing of biofeedstocks

IF11

2024-04-01

0

PREAI

Cao, Liang; Su, Jianping; Saddler, Jack; Cao, Yankai; Wang, Yixiu; Lee, Gary; Siang, Lim C.; Pinchuk, Robert; Li, Jin; Gopaluni, R. Bhushan

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Dynamic Event-Driven ADP for N-Player Nonzero-Sum Games of Constrained Nonlinear Systems

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2024-01-01

11

PREAI

Guo, Siyu; Pan, Yingnan; Li, Hongyi; Cao, Liang

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A Generalizable Method for Capacity Estimation and RUL Prediction in Lithium-Ion Batteries

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2023-12-20

1

PREAI

Wang, Yixiu; Zhu, Jiangong; Cao, Liang; Liu, Jianfeng; You, Pufan; Gopaluni, Bhushan; Cao, Yankai

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Long Short-Term Memory Network with Transfer Learning for Lithium-ion Battery Capacity Fade and Cycle Life Prediction

IF11

2023-11-01

9

PREAI

Wang, Yixiu; Zhu, Jiangong; Cao, Liang; Gopaluni, Bhushan; Cao, Yankai

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Adaptive online optimization of alarm thresholds using multilayer Bayesian networks and active transfer entropy

CONTROL ENGINEERING PRACTICE

IF4.6

2023-08-01

6

PREAI

Luo, Yi; Gopaluni, Bhushan; Cao, Liang; Wang, Yongjian; Cheng, Jian

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False alarm reduction in drilling process monitoring using virtual sample generation and qualitative trend analysis

CONTROL ENGINEERING PRACTICE

IF4.6

2023-04-01

7

PREAI

Li, Yupeng; Cao, Weihua; Gopaluni, R. Bhushan; Hu, Wenkai; Cao, Liang; Wu, Min

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Online Capacity Estimation of Lithium-ion Batteries by Partial Incremental Capacity Curve

2022 IEEE VEHICLE POWER AND PROPULSION CONFERENCE (VPPC)

IF0

2022-11-01

1

PREAI

Wang, Yixiu; Zhu, Jiangong; Cao, Liang; Gopaluni, Bhushan; Cao, Yankai

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Causal Discovery Based on Observational Data and Process Knowledge in Industrial Processes br

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2022-09-14

14

PREAI

Cao, Liang; Su, Jianping; Wang, Yixiu; Cao, Yankai; Siang, Lim C.; Li, Jin; Saddler, Jack Nicholas; Gopaluni, Bhushan

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Stable soft sensor modeling based on causality analysis

CONTROL ENGINEERING PRACTICE

IF4.6

2022-05-01

14

PREAI

Yu, Feng; Xiong, Qiluo; Cao, Liang; Yang, Fan

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Tracking the green coke production when co-processing lipids at a commercial fluid catalytic cracker (FCC): combining isotope 14C and causal discovery analysis

SUSTAINABLE ENERGY & FUELS

IF4.1

2022-01-01

4

PREAI

Su, Jianping; Cao, Liang; Lee, Gary; Gopaluni, Bhushan; Siang, Lim C. C.; Cao, Yankai; van Dyk, Susan; Pinchuk, Robert; Saddler, Jack

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Determining the amount of 'green' coke generated when co-processing lipids commercially by fluid catalytic cracking

BIOFUELS BIOPRODUCTS & BIOREFINING-BIOFPR

IF2.9

2021-12-17

5

PREAI

Su, Jianping; Cao, Liang; Lee, Gary; Gopaluni, Bhushan; O'Connor, Don; Pinchuk, Robert; Saddler, Jack

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Challenges in determining the renewable content of the final fuels after co-processing biogenic feedstocks in the fluid catalytic cracker (FCC) of a commercial oil refinery

IF7.5

2021-06-01

17

PREAI

Su, Jianping; Cao, Liang; Lee, Gary; Tyler, Jonathan; Ringsred, Anna; Rensing, Michael; van Dyk, Susan; O'Connor, Don; Pinchuk, Robert; Saddler, Jack (John)

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